List of publications
Sergiy Vorobyov
[1] E. Dosti, S.A. Vorobyov, and T. Charalambous, "A new class of composite objective
multi-step estimating-sequence techniques (COMET),'' Nov. 12, 2021. arxiv.org/abs/2111.06763
[2] M. Esfandiari and S.A. Vorobyov, "DOA estimation in
nonuniform sensor noise," Sept. 30, 2021. arxiv.org/abs/2109.15043
[3] F. Xu and S.A. Vorobyov, "Two-dimensional
DOA estimation for L-shaped nested array via tensor modeling," Apr.
14, 2021. arxiv.org/abs/2104.06799
[4] F.G. Veshki, N. Ouzir, S.A. Vorobyov, and E. Ollila, "Coupled feature learning for
multimodal medical image fusion,'' Feb. 17, 2021. arxiv.org/abs/2102.08641
[5] F. Xu, M.W. Morency,
and S.A. Vorobyov, "DOA estimation for transmit beamspace MIMO radar via tensor decomposition with Vandermonde factor matrix,'' Jan. 29, 2021. arxiv.org/abs/2101.12666
[6] E. Dosti, S.A. Vorobyov, and T. Charalambous, "Generalizing the estimating
sequences yields a superfast gradient method,'' Aug. 18, 2020. arxiv.org/abs/2008.07979
[7] M. Neinavaie, M. Derakhtian, N. Daryanavardan, S.A.
Vorobyov, "A
complexity efficient DMT-optimal tree pruning based sphere decoding,'' Oct.
21, 2019. arxiv.org/abs/1910.09177
[8] M.W. Morency and S.A. Vorobyov, "An algebraic approach to a class of
rank-constrained semi-definite programs with applications," Oct. 7, 2016. arxiv.org/abs/1610.02181
[9] M.F.A.
Ahmed and S.A. Vorobyov, "Simple semi-distributed lifetime maximizing
strategy via power allocation in collaborative beamforming for wireless sensor
networks," unpublished,
Jan. 16, 2014. arxiv.org/abs/1401.4147
[10] F. Xu, S.A. Vorobyov, and F. Yang, "Transmit beamspace DDMA based automotive MIMO radar," IEEE
Trans.
Vehicular Technology,
vol. , pp. , to be published in 2022. (arXiv: 2103.13892)
[11] Y. Huang and S.A. Vorobyov, "Enhanced
robust adaptive beamforming designs for general-rank signal model via an induced
norm of matrix errors," Signal Processing, vol. 194, 108439, pp. 19, May 2022. (arXiv: 2103.13014)
[12] F.G. Veshki and S.A. Vorobyov, "Efficient ADMM-based
algorithms for convolutional sparse coding,'' IEEE Signal Processing Letters, vol. 29, pp. , to be published in 2022. (arXiv: 2109.02969)
[13] A.K. Kocharlakota, K. Upadhya, and S.A.
Vorobyov, "Impact
of pilot overhead and channel estimation on the performance of massive MIMO,"
IEEE Trans. Communications, vol. 69, no. 12, pp. 82428255, Dec. 2021. (arXiv:
1903.11807)
[14] W. Shi, S.A. Vorobyov, and Y. Li "ULA fitting for sparse
array design,'' IEEE Trans. Signal Processing, vol. 69,
pp. 64316447, Dec. 2021. (arXiv:
2102.02987)
[15] J. Miettinen, S.A. Vorobyov, and E. Ollila, "Modelling
and studying the effect of graph errors in graph signal processing,'' Signal Processing, vol.
189, 108256, pp. 18, Dec. 2021. (arXiv:
1903.08398)
[16] Y. Jing, J. Liang, S.A. Vorobyov, X. Fan, and D. Zhou,
"Efficient
joint transmit waveform and receive filter design based on a general Lp-norm metric for sidelobe level of pulse compression,'' Signal Processing, vol.
188, 108174, pp. 19, Nov. 2021.
[17] J. Miettinen, E. Nitzan, S.A. Vorobyov, and E. Ollila, "Graph signal processing
meets blind source separation,'' IEEE Trans. Signal
Processing, vol. 69, pp. 25852599, May 2021.
(arXiv: 2008.10461)
[18] H. Chen,
F. Ahmad, S.A. Vorobyov, and F. Porikli, "Tensor decompositions in
wireless communications and MIMO radar,'' IEEE J. Selected Topics
in Signal Processing, invited paper,
Special Issue: Tensor Decomposition for Signal Processing and Machine Learning,
vol. 15, no. 3, pp. 438453, Apr. 2021.
[19] M. Neinavaie,
M. Derakhtian, and S.A. Vorobyov, "Lossless
dimension reduction for integer least squares with application to sphere
decoding,'' IEEE Trans. Signal Processing, vol. 68,
pp. 65476561, Dec. 2020. (arXiv: 1911.13172)
[20] N.
Ouzir, E. Ollila, and S.A. Vorobyov, "Data-adaptive similarity
measures for B-mode ultrasound images using robust noise models,'' IEEE
J. Selected Topics in Signal Processing, invited paper, Special Issue: Domain Enriched Learning for Medical
Imaging, vol. 14, no. 6, pp. 12441254, Oct. 2020.
[21] F.
Xu, S.A. Vorobyov, X. Yang, "Joint DOD and DOA
estimation in slow-time MIMO radar via PARAFAC decomposition,'' IEEE Signal Processing Letters, vol. 27,
pp. 14951499, 2020. (arXiv:
2007.15738, extended version)
[22] M.I. Florea
and S.A. Vorobyov, "A generalized accelerated
composite gradient method: Uniting Nesterov's fast
gradient method and FISTA," IEEE Trans. Signal Processing, vol. 68,
pp. 30333048, 2020. (arXiv: 1705.10266) Software
[23] M. Esfandiari,
S.A. Vorobyov, and M. Karimi, "New estimation
methods for autoregressive process in the presence of white observation noise," Signal Processing, invited
paper, Special Issue: Statistical Signal Processing and Advances for
Data Science: Complex, Dynamic and Large-Scale Settings, vol. 171, 107480,
pp. 111, June 2020.
[24] Y. Huang, S.A.
Vorobyov, and Z.-Q. Luo, "Quadratic matrix inequality
approach to robust adaptive beamforming for general-rank signal model," IEEE Trans. Signal
Processing, vol. 68, pp. 22442255, 2020. (arXiv: 1905.10519)
[25] P. Kumari, S.A. Vorobyov, and R.W. Heath, "Adaptive virtual waveform
design for millimeter-wave joint communication-radar," IEEE
Trans. Signal Processing, vol. 68, pp. 715730, 2020. (arXiv:
1904.05516)
[26] F.G. Veshki and S.A. Vorobyov, "An efficient coupled dictionary learning method," IEEE Signal Processing
Letters, vol. 26, no.
10, pp. 14411445, Oct. 2019. (arXiv:
1904.06968) Software
[27] K.V. Mishra, B. Shankar, V.
Koivunen, B. Ottersten, and S.A.
Vorobyov, "Towards millimeter wave
joint radar-communications: A signal processing perspective," IEEE Signal Processing Magazine, vol. 36, no. 5, pp. 100114, Sept. 2019. (arXiv: 1905.00690)
[28] Y. Huang, M. Zhou, and S.A. Vorobyov, "New designs on MVDR robust
adaptive beamforming based on optimal steering vector estimation," IEEE Trans.
Signal Processing, vol. 67, no. 14, pp. 36243638, July 2019. (arXiv: 1810.11360)
[29] M. Esfandiari, S.A. Vorobyov, S. Alibani,
and M. Karimi, "Non-iterative
subspace-based DOA estimators in the presence of nonuniform noise," IEEE Signal Processing
Letters, vol. 26,
no. 6, pp. 848852, June 2019. (arXiv: 1903.11515)
[30] M.I. Florea
and S.A. Vorobyov, "An accelerated composite
gradient method for large-scale composite objective problems," IEEE
Trans. Signal Processing, vol. 67, no. 2, pp. 444459, Jan. 2019. (arXiv: 1612.02352) Software
[31] Y. Huang and S.A. Vorobyov, "An inner SOCP approximate algorithm for robust adaptive beamforming for
general-rank signal model," IEEE Signal
Processing Letters, vol. 25, no. 11, pp.
17351739, Nov. 2018. (arXiv: 1805.04656)
[32] K. Upadhya, S.A. Vorobyov, and M. Vehkaperδ, "Downlink performance of
superimposed pilots in massive MIMO systems," IEEE Trans. Wireless
Communications, vol. 17, no. 10, pp. 66306644, Oct.
2018. (arXiv:1606.04476) Software
[33] M.W. Morency, S.A. Vorobyov, and G. Leus, "Joint
detection and localization of an unknown number of sources using algebraic
structure of the noise subspace," IEEE Trans. Signal
Processing, vol. 66, no. 17, pp. 46854700, Sept. 2018. (arXiv: 1805.08421)
[34] M.I. Florea,
A. Basarab, D. Kouame, and S.A.
Vorobyov, "An
axially-variant kernel imaging model for ultrasound image reconstruction," IEEE
Signal Processing Letters, vol. 25, no. 7, pp.
961965, July 2018. (arXiv: 1801.08479, extended version)
[35] K. Upadhya and S.A. Vorobyov, "Covariance matrix
estimation for massive MIMO," IEEE Signal Processing Letters, vol. 25, no.
4, pp. 546550, Apr. 2018. (arXiv:
1802.01513) Software
[36] Y. Li
and S.A. Vorobyov, "Fast algorithms for
designing multiple unimodular waveform(s) with good correlation properties,"
IEEE Trans. Signal Processing, vol. 66, no. 5, pp.
11971212, Mar. 2018. (arXiv:
1702.06821)
[37] M.
Shaghaghi and S.A. Vorobyov, "Finite-length
and asymptotic analysis of averaged correlogram for undersampled
data," Applied
and Computational Harmonic Analysis, vol. 43, no. 3, pp.
404423, Nov. 2017. (arXiv: 1305.5592)
[38] M.-Y. Cao, S.A. Vorobyov, and A. Hassanien, "Transmit
array interpolation for DOA estimation via tensor decomposition in 2D MIMO
radar," IEEE
Trans. Signal Processing, vol. 65, no. 19, pp. 52255239, Oct. 2017. (arXiv: 1705.02357)
[39] R.
Gao, S.A. Vorobyov, and H. Zhao, "Image fusion with cosparse analysis operator," IEEE Signal
Processing Letters, vol. 24, no. 7, pp. 943947, July 2017. (arXiv: 1704.05240)
[40] K. Upadhya, S.A. Vorobyov, and M. Vehkaperδ, "Superimposed
pilots are superior for mitigating pilot contamination in massive MIMO," IEEE Trans.
Signal Processing, vol. 65, no. 11, pp.
29172932, June 2017. (arXiv: 1603.00648)
[41] L. Qin, S.A. Vorobyov, and J.
Dong, "Joint
cancellation of autocorrelation sidlobes and
cross-correlation in MIMO-SAR," IEEE Geoscience and
Remote Sensing Letters, vol. 14, no. 6, pp. 931935, June 2017.
[42] L.
Yang, J. Chen, H. Jiang, S.A. Vorobyov, and H.
Zhang, "Optimal relay selection for
secure cooperative communications with an adaptive
eavesdropper," IEEE Trans. Wireless Communications, vol. 16,
no. 1, pp. 2642, Jan. 2017.
[43] L.
Yang, J. Chen, H. Zhang, H. Jiang, S.A. Vorobyov, and D.T.
Ngo, "Cooperative wireless
multicast: Performance analysis and time allocation," IEEE
Trans. Vehicular Technology, vol. 65, no. 7, pp. 58105819, July 2016.
[44] L.
Yang, H. Jiang, S.A. Vorobyov, J. Chen, and H.
Zhang, "Secure communications in
underlay cognitive radio networks: User scheduling and performance analysis," IEEE Communications
Letters, vol. 20, no. 6, pp. 11911194, June 2016.
[45] W.
Zhang and S.A. Vorobyov, "Joint robust transmit/receive
adaptive beamforming for MIMO radar using probability-constrained optimization," IEEE
Signal Processing Letters, vol. 23, no. 1, pp. 112116, Jan. 2016. (arXiv: 1508.02212)
[46] H.
Fang, S.A.
Vorobyov, and H. Jiang, "Performance limits of
segmented compressive sampling: Correlated samples versus bits," IEEE
Trans. Signal Processing, vol. 63, no. 22, pp. 60616073, Nov. 2015. (arXiv: 1411.5178) Software
[47] J. Gao, S.A.
Vorobyov, H. Jiang, and H.V. Poor, "Worst-case jamming on MIMO
Gaussian channels," IEEE Trans. Signal Processing, vol. 63,
no. 21, pp. 58215836, Nov. 2015. (arXiv: 1401.3569) Software
[48] A. Hassanien, S.A. Vorobyov, and A. Khabbazibasmenj, "Transmit
radiation pattern invariance in MIMO radar with application to DOA estimation," IEEE
Signal Processing Letters, vol. 22, no. 10, pp. 16091613, Oct. 2015. (arXiv: 1402.1682) Software
[49] Y. Li, S.A.
Vorobyov, and V. Koivunen, "Ambiguity function of the
transmit beamspace-based MIMO radar," IEEE Trans.
Signal Processing, vol. 63, no. 17, pp.44454457, Sept. 2015. (arXiv: 1503.06614)
[50] M.
Shaghaghi and S.A. Vorobyov, "Cramer-Rao bound for sparse
signals fitting the low-rank model with small number of parameters," IEEE Signal
Processing Letters, vol. 22, no. 9, pp. 14971501, Sept. 2015. (arXiv: 1502.07523)
[51] A.E.
Geyer, R. Nikjah, S.A. Vorobyov, and N.C.
Beaulieu, "Euclidean and space-time
block codes: Relationship, optimality, performance analysis revisited," IEEE
Trans. Communications, vol. 63, no. 8, pp. 29122923, Aug. 2015. (arXiv: 1401.3556)
[52] M.
Shaghaghi and S. A. Vorobyov, "Subspace leakage analysis
and improved DOA estimation with small sample size," IEEE Trans. Signal
Processing, vol. 63, no. 12, pp. 32513265, June 2015. (arXiv:
1502.00139) Software
[53] O. Taheri and S.A.
Vorobyov, "Reweighted
l1-norm penalized LMS for sparse channel estimation and its analysis,"
Signal Processing, vol. 104, pp. 7079, May 2014. (arXiv: 1401.3566) Software
[54] A. Khabbazibasmenj,
A. Hassanien, S.A. Vorobyov, and M.
W. Morency, "Efficient transmit beamspace design for search-free based DOA estimation in
MIMO radar," IEEE Trans. Signal Processing, vol. 62, no.
6, pp. 14901500, Mar.
2014. (arXiv: 1305.4979) Software
[55] H. Fan, S.A. Vorobyov,
H. Jiang, and O. Taheri, "Permutation meets parallel
compressed sensing: How to relax restricted isometry property for 2D sparse
signals," IEEE Trans. Signal Processing, vol. 62, no. 1, pp.
196210, Jan. 2014.
(arXiv: 1305.4980) Software
[56] Z. Chen, C.-X. Wang, X. Hong,
J. Thompson, S.A. Vorobyov, F. Zhao, and X. Ge, "Interference mitigation for
cognitive radio MIMO systems based on practical precoding," Physical
Communication, invited paper, Special Issue: Wireless Networks
Planning and Optimization, vol. 9, pp. 308315, Dec. 2013. (see also arXiv: 1104.4155)
[57] A. Khabbazibasmenj
and S.A. Vorobyov, "Robust adaptive beamforming
for general-rank signal model with positive semi-definite constraint via POTDC," IEEE Trans. Signal Processing,
vol. 61, no. 23, pp. 61036117, Dec. 2013. (arXiv: 1212.3624) Software
[58] S.A. Vorobyov, "Principles of minimum variance
robust adaptive beamforming design," Signal Processing,
invited paper, Special Issue: Advances in Sensor Array Processing,
vol. 93, no. 12, pp. 32643277, Dec. 2013.
[59] J. Gao, S.A. Vorobyov,
H. Jiang, J. Zhang, and M. Haardt, "Sum-rate
maximization with minimum power consumption for MIMO DF two-way
relaying: Part I - Relay optimization," IEEE Trans. Signal
Processing, vol. 61, no. 14, pp. 35633577, July 2013. (arXiv: 1301.1732) Software
[60] J. Gao, S.A. Vorobyov,
H. Jiang, J. Zhang, and M. Haardt, "Sum-rate
maximization with minimum power consumption for MIMO DF two-way
relaying: Part II - Network optimization," IEEE Trans. Signal
Processing, vol. 61, no. 14, pp. 35783591, July 2013. (arXiv: 1212.3654) Software
[61] Z. Chen, S.A. Vorobyov,
C.-X. Wang, and J. Thompson, "Pareto region characterization
for rate control in MIMO interference systems and Nash bargaining," IEEE
Trans. Automatic Control, vol. 57, no. 12, pp. 32033208, Dec. 2012. (arXiv: 1006.1380)
[62] A. Khabbazibasmenj,
F. Roemer, S.A. Vorobyov, and M. Haardt,
"Sum-rate
maximization in two-way AF MIMO relaying: Polynomial time solutions to a class
of DC programming problems," IEEE Trans. Signal Processing, vol. 60, no. 10, pp. 54785493, Oct. 2012. (arXiv: 1202.2412) Software
[63] Y. Ko, M. Ardakani,
and S.A. Vorobyov, "Power allocation strategies
across N orthogonal channels at both source and relay," IEEE
Trans. Communications, vol. 60, no. 6, pp. 14691473, June 2012. (arXiv: 1006.5066)
[64] A. Khabbazibasmenj,
S.A. Vorobyov, and A. Hassanien,
"Robust adaptive
beamforming based on steering vector estimation with as little as possible
prior information," IEEE Trans. Signal Processing, vol. 60, no.
6, pp. 29742987, June
2012. (arXiv: 1008.1047) Software
[65] A. Hassanien,
S.A. Vorobyov, and A.B. Gershman, "Moving target parameters
estimation in non-coherent MIMO radar systems," IEEE Trans. Signal
Processing, vol. 60, no. 5, pp. 23542361, May 2012. (arXiv: 1202.0055) Software
[66] Z. Chen, C.-X. Wang, X. Hong,
J. Thompson, S.A. Vorobyov, X. Ge, H. Xiao, and F. Zhao,
"Aggregate
interference modeling in cognitive radio networks
with power and contention control," IEEE Trans. Communications,
vol. 60, no. 2, pp. 456468, Feb. 2012. (arXiv: 1008.1043)
[67] A. Khabbazibasmenj
and S.A. Vorobyov, "Power allocation based on
SEP minimization in two-hop decode-and-forward relay networks,"
IEEE Trans. Signal Processing, vol. 59, no. 8, pp. 39543963, Aug. 2011. (arXiv: 1104.4154) Software
[68] A. Hassanien
and S.A. Vorobyov, "Transmit energy focusing
for DOA estimation in MIMO radar with colocated
antennas," IEEE Trans. Signal Processing, vol. 59, no. 6, pp. 26692682, June 2011. (arXiv: 1007.0436) Software
[69] X. Gong, S.A. Vorobyov,
and C. Tellambura, "Optimal bandwidth and power
allocation for sum ergodic capacity under fading channels in cognitive radio
networks," IEEE Trans. Signal Processing, vol. 59, no.
4, pp. 18141826, Apr. 2011. (arXiv: 1006.5061) Software
[70] X. Gong, S.A. Vorobyov,
and C. Tellambura, "Joint bandwidth and power
allocation with admission control in wireless multi-user networks with and
without relaying," IEEE Trans.
Signal Processing, vol. 59, no. 4, pp. 18011813, Apr. 2011. (arXiv: 1006.1377) Software
[71] O. Taheri and S.A.
Vorobyov, "Segmented compressed
sampling for analog-to-information conversion: Method
and performance analysis," IEEE Trans. Signal Processing,
vol. 59, no. 2, pp. 554572, Feb. 2011. (arXiv: 1004.4308) Software
[72] M.F.A. Ahmed and S.A.
Vorobyov, "Sidelobe control in
collaborative beamforming via node selection," IEEE Trans. Signal
Processing, vol. 58, no. 12, pp. 61686180, Dec. 2010. (arXiv: 1001.3193) Software
[73] Y. Ko, S.A. Vorobyov,
and M. Ardakani, "How much multiuser
diversity is required for energy limited multiuser systems?" IEEE
Trans. Signal Processing, vol. 58, no. 8, pp. 43674378, Aug. 2010. (arXiv: 1004.2523)
[74] J. Gao, S.A. Vorobyov,
and H. Jiang, "Cooperative
resource allocation games under spectral mask and total power constraints,"
IEEE Trans. Signal Processing, vol. 58, no. 8, pp. 43794395, Aug. 2010. (arXiv: 0911.2847) Software
[75] A. Hassanien
and S.A. Vorobyov, "Phased-MIMO radar: A tradeoff between phased-array and MIMO radars," IEEE
Trans. Signal Processing, vol. 58, no. 6, pp. 31373151, June 2010. (arXiv: 0908.2153) Software N.B. Nominated by the
IEEE SAM Radar sub-committee for IEEE Signal Processing Society Best Paper
Award, 2015
[76] X. Hong, Z. Chen, C.-X. Wang, S.A.
Vorobyov, and J. Thompson, "Cognitive radio networks:
Interference cancelation and management techniques," IEEE Vehicular
Technology Magazine, vol. 4, no. 4, pp. 7684, Dec. 2009.
[77] K.T. Phan, L. Le, S.A.
Vorobyov, and T. Le-Ngoc, "Power allocation and
admission control in multi-user relay networks via convex programming:
Centralized and distributed schemes," EURASIP Journal on Wireless
Communications and Networking, invited paper, Special Issue: Optimization
Techniques in Wireless Communications, vol. 2009, URL, 2009, Article ID
901965, 12 pages.
[78] K.T. Phan, R. Fan, H. Jiang, S.A.
Vorobyov, and C. Tellambura, "Network lifetime
maximization with node admission in wireless multimedia sensor networks,"
IEEE Trans. Vehicular Technology, vol. 58, no. 7, pp. 36403646, Sept. 2009.
[79] K.T. Phan, S.A. Vorobyov, N.D. Sidiropoulos,
and C. Tellambura, "Spectrum sharing in
wireless networks via QoS-aware secondary multicast beamforming," IEEE
Trans. Signal Processing, vol. 57, no. 6, pp. 23232335, June 2009.
[80] K.T. Phan, T. Le-Ngoc, S.A.
Vorobyov, and
C. Tellambura, "Power allocation in
wireless multi-user relay networks," IEEE Trans.
Wireless Communications, vol. 8, no. 5, pp. 25352545, May 2009.
[81] L. Li, S.A. Vorobyov, and A.B. Gershman, "Transmit antenna selection based strategies in MISO communication systems
with low-rate channel state feedback," IEEE Trans. Wireless Communications, vol. 8, no. 4, pp. 16601666, Apr. 2009.
[82] M.F.A. Ahmed and S.A.
Vorobyov,
"Collaborative
beamforming for wireless sensor networks with Gaussian distributed sensor nodes,"
IEEE Trans. Wireless Communications, vol. 8, no. 2, pp. 638643, Feb. 2009.
[83] K.T. Phan, S.A.
Vorobyov, and C. Tellambura, "Precoder design for
space-time coded MIMO systems with correlated Rayleigh fading channels using
convex optimization,'' IEEE Trans. Signal Processing, vol. 57, no. 2, pp. 814819, Feb. 2009.
[84] A. Hassanien
and S.A. Vorobyov, "A robust adaptive dimension
reduction technique with application to array processing," IEEE Signal Processing Letters, vol. 16, no. 1, pp. 2225, Jan. 2009.
[85] K.T. Phan, H. Jiang, C. Tellambura, S.A. Vorobyov, and R. Fan, "Joint medium access
control, routing and energy distribution in multi-hop
wireless networks," IEEE Trans. Wireless
Communications, vol. 7, no. 12, pp. 52445249, Dec. 2008.
[86] A. Hassanien,
S.A. Vorobyov, and K.M. Wong, "Robust adaptive beamforming
using sequential programming: An iterative solution to the mismatch problem,''
IEEE Signal Processing Letters, vol. 15, pp. 733736, 2008. N.B. Nominated by the
IEEE SAM technical committee for IEEE Signal Processing Letters Best Paper
Award, 2013
[87] S.A. Vorobyov,
H. Chen, and A.B. Gershman, "On the relationship between
robust minimum variance beamformers with probabilistic and worst-case distrortionless response constraints," IEEE Trans. Signal Processing, vol. 56, no. 11,
pp. 57195724, Nov.
2008. Software
[88] S.A. Vorobyov,
"Robust CDMA
multiuser detectors: probability-constrained versus the worst-case based design,"
IEEE Signal
Processing Letters,
vol. 15, pp. 273276, 2008.
[89] Y. Rong, S.A. Vorobyov,
and A.B. Gershman, "Adaptive
OFDM techniques with one-bit-per-subcarrier channel state feedback," IEEE
Trans. Communications, vol. 54, no. 10, pp. 19932003, Nov. 2006.
[90] Y. Rong, S.A. Vorobyov,
and A.B. Gershman, "Robust
linear receivers for multi-access space-time block coded MIMO systems: A
probabilistically constrained approach," IEEE J. Selected Areas in
Communications, invited paper, Special Issue: Nonlinear
Optimization of Communication Systems, vol. 24, no. 8, pp. 15601570, Aug. 2006.
[91] S.A. Vorobyov, "Blind unitary prewhitening with a real-valued eigendecomposition,"
Circuits, Systems, and Signal Processing, vol. 25, no. 3, pp. 421429, June 2006.
[92] Y. Rong, S.A. Vorobyov,
and A.B. Gershman, "Linear
block precoding for OFDM systems based on maximization of mean cutoff rate," IEEE Trans. Signal Processing,
vol. 53, no. 12, pp. 46914696, Dec. 2005.
[93] S.A. Vorobyov, Y. Rong,
N.D. Sidiropoulos, and A.B. Gershman, "Robust iterative fitting of
multilinear models," IEEE Trans. Signal Processing, vol. 53,
no. 8, pp. 26782689, Aug. 2005.
[94] Y. Rong, S.A. Vorobyov,
A.B. Gershman, and N.D. Sidiropoulos, "Blind spatial signature
estimation via time-varying user power loading and parallel factor analysis,"
IEEE Trans. Signal Processing, vol. 53, no. 5, pp. 16971710, May 2005.
[95] S.A. Vorobyov, A.B.
Gershman, and K.M. Wong, "Maximum likelihood
direction of arrival estimation in unknown noise fields using sparse sensor
arrays," IEEE Trans. Signal Processing, vol. 53, no. 1, pp. 3443, Jan. 2005.
[96] S.A. Vorobyov, A.B. Gershman, Z-Q.
Luo, and N. Ma, "Adaptive
beamforming with joint robustness against mismatched signal steering vector and
interference nonstationarity," IEEE
Signal Processing Letters, vol. 11, no. 2, pp. 108111, Feb. 2004.
[97] S.A. Vorobyov, A.B.
Gershman, and Z.-Q. Luo, "Robust adaptive beamforming
using worst-case performance optimization: A solution to the signal mismatch
problem," IEEE Trans. Signal Processing, vol.
51, no. 2, pp. 313324, Feb. 2003. Software
2004 (Senior) Best Paper Award by the IEEE Signal Processing
Society
[98] S.A. Vorobyov and A. Cichocki, "Blind noise reduction for
multi-sensory signals using ICA and subspace filtering, with application to EEG
analysis," Biological Cybernetics, vol.
86, no. 4, pp. 293303, Apr. 2002.
[99] S.A. Vorobyov and A. Cichocki, "Hyper radial basis function
neural networks for interference cancellation with nonlinear processing of
reference signal," Digital Signal Processing,
vol. 11, no. 3, pp. 204221, July 2001.
[100] S.A. Vorobyov, A. Cichocki and Ye.V. Bodyanskiy, "Adaptive noise
cancellation for multi-sensory signals," Fluctuation
and Noise Letters, vol.1, no.1, pp. R13R24, Mar. 2001.
[101] Ye.V.
Bodyanskiy and S.A. Vorobyov (Vorob'ev), "Recurrent neural network
detecting changes in the properties of nonlinear stochastic sequences,"
Automation and Remote Control, vol.
61, no. 7, pp. 111311124, July 2000.
[102] Ye.V.
Bodyanskiy, S.A. Vorobyov (Vorob'ev),
and V.A. Timofeev, "Adaptive
recognition of the states of dynamical object with periodic output signal," Pattern Recognition and Image Analysis,
vol. 9, no. 3, pp. 505509, June 1999.
[103] Ye.V.
Bodyanskiy, S.A. Vorobyov (Vorob'ev),
and A. Shtefan, "Algorithm for adaptive
identification of dynamical parametrically nonstationary objects," Int.
J. Computer and System Sciences, vol. 38, no. 1, pp. 1418, Jan. 1999.
[104] S.A. Vorobyov (Vorobyev) and Ye.V. Bodyanskiy, "On a non-parametric algorithm
for smoothing parameter control in adaptive filtering,"
Engineering Simulation, vol. 16, pp. 341350, 1999.
[105] S.A. Vorobyov, "Adaptive and robust
beamforming," in Academic Press Library in Signal
Processing, Vol. 3, Array and Statistical Signal Processing, Eds. A. M. Zoubir, M. Viberg, R. Chellappa,
and S. Theodoridis, Academic Press, 2014, pp. 503552. (ISBN
978-0-12-411597-2)
[106] J. Gao, S.A. Vorobyov,
and H. Jiang, "Game
theory in multiuser wireless communications,'' in Game
Theory for Wireless Communications and Networking, Ed. Y. Zhang and M. Guizani, Auerbach Publications, CRC Press, Taylor&Francis Group, 2011, pp. 325. (ISBN 978-1-4398-0889-4
(hardback))
[107] L.B. Le, S.A. Vorobyov,
K.T. Phan, and T. Le-Ngoc, "Recourse allocation and
QoS provisioning for wireless relay networks,'' in Quality
of Service Architectures for Wireless Networks: Performance Metrics and
Management, Ed. S. Adibi, R. Jain, S. Parekh,
and M. Tofighbakhsh, IGI Global (IDEA Group), 2010,
pp. 125150. (ISBN 978-1-61520-6803 (hardcover), ISBN 978-1-51520-681-0 (edook))
[108] S.A. Vorobyov, S.A. Mar'in, and O.C. Ponomarenko, Decision Making Theory: Classic Approaches, Kharkiv, Publisher of Kharkiv State Univ., 1999. 253 pages (In Russian). (ISBN
5-7763-2716-4)
[109]
Y. Huang, W.-Z. Yang, and S.A. Vorobyov, "Robust adaptive beamforming maximizing the worst-case SINR over
distributional uncertainty sets for random INC matrix and signal steering
vector," 47th IEEE
Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'2022,
Singapore, May 2227, 2022, submitted.
[110] A.K.
Kocharlakota and S.A.
Vorobyov, "CNN based power control algorithm for downlink of cell-free
massive MIMO," 47th IEEE Int. Conf. Acoustics,
Speech, and Signal Processing, ICASSP'2022, Singapore, May
2227, 2022, submitted.
[111] E. Dosti,
S.A. Vorobyov, and T. Charalambous,
"A new accelerated
gradient method embedding the heavy-ball into Nesterov's
acceleration framework," 47th IEEE Int. Conf. Acoustics,
Speech, and Signal Processing, ICASSP'2022, Singapore, May
2227, 2022, submitted.
[112]
M. Esfandiari and S.A.
Vorobyov, "A novel angular estimation method in the presence of nonuniform
noise," 47th
IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'2022,
Singapore, May 2227, 2022, submitted.
[113]
F. Xu and S.A.
Vorobyov, "An iterative 2D DOA estimation approach for L-shaped nested array," 47th
IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'2022,
Singapore, May 2227, 2022, submitted.
[114]
F.G. Veshki and S.A.
Vorobyov, "Coupled feature learning via structure convolutional sparse coding
for miltimodal image fusion," 47th
IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'2022,
Singapore, May 2227, 2022, submitted.
[115]
W. Shi, Y. Li, and S.A.
Vorobyov, "Low
mutual coupling sparse array design using ULA fitting," in Proc. 46th IEEE
Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'2021, Toronto,
Canada, June 611, 2021, pp. 46104614.
[116]
F. Xu and S.A.
Vorobyov, "Constrained
tensor decomposition for 2D DOA estimation in transmit beamspace
MIMO radar with subarrays," in Proc. 46th IEEE Int. Conf. Acoustics, Speech,
and Signal Processing, ICASSP'2021, Toronto, Canada, June 611,
2021, pp. 43804384.
[117]
M. Esfandiari and S.A.
Vorobyov, "Enhanced
standard ESPRIT for overcoming imperfections in DOA estimation," in Proc. 46th
IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'2021,
Toronto, Canada, June 611, 2021, pp. 43754379.
[118]
N. Ouzir, E. Ollila, and S.A. Vorobyov, "Robust registration of
multi-modal medical images using Huber's criterion,'' invited paper,
in Proc. 54th Annual Asilomar Conf. Signals, Systems, and Computers,
Pacific Grove, California, USA, Nov. 14, 2020, pp. 773777.
[119]
Y. Jing, J. Liang, S.A. Vorobyov, X. Fan, and D. Zhow,
"Joint design of radar
transmit waveform and mismatched filter with low sidelobes,'' in Proc.
28th European Signal Processing Conf., EUSIPCO'2020, Amsterdam, Netherlands,
Aug. 2428, 2020, pp. 19361940.
[120]
F. Xu, M.W. Morency, and S.A. Vorobyov, "Tensor decomposition
based MIMO radar DOA estimation with special transmit beamspace matrix,'' in Proc. 28th European Signal
Processing Conf., EUSIPCO'2020, Amsterdam, Netherlands, Aug. 2428,
2020, pp. 18711875.
[121]
F.G. Veshki, N. Ouzir, and S.A. Vorobyov, "Image
fusion using joint sparse representations and coupled dictionary learning,''
in Proc. 45th IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'2020, Barcelona,
Spain, May 49, 2020, pp. 83448348. (arXiv: 1705.10574)
[122]
J. Miettinen, S.A.
Vorobyov, and E. Ollila, "Blind source separation of
graph signals,'' in Proc. 45th
IEEE Int. Conf. Acoustics, Speech, and Signal
Processing, ICASSP'2020,
Barcelona, Spain, May 49, 2020, pp. 56455649.
[123]
M. Neinavaie, M. Derakhtiany, and S.A. Vorobyov, "A complexity efficient
DMT-optimal tree pruning based sphere decoding,'' in Proc. 45th IEEE Int. Conf.
Acoustics, Speech, and Signal Processing, ICASSP'2020, Barcelona,
Spain, May 49, 2020, pp. 51655169.
[124]
N. Ouzir, E. Ollila, and S.A. Vorobyov, "ML-based motion estimation
in ultrasound images using heavy-tailed noise distributions," in Proc. 8th IEEE Int. Workshop Computational Advances in
Multi-Sensor Adaptive Processing, CAMSAP'2019, Guadeloupe, French West
Indies, Dec. 1518, 2019, pp. 366370.
[125] Y. Huang, H. Fu, S.A.
Vorobyov, and
Z.-Q. Luo, "Worst-case
SINR maximization based robust adaptive beamforming problem with a nonconvex
uncertainty set," in Proc. 8th
IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive Processing,
CAMSAP'2019, Guadeloupe, French West Indies, Dec. 1518, 2019, pp. 3135.
[126]
P. Kumari, N.J. Myers, S.A. Vorobyov, and R.W. Heath Jr., "A combined
waveform-beamforming design for millimeter-wave joint communication-radar," invited paper, in Proc. 53rd Annual Asilomar Conf. Signals, Systems, and
Computers, Pacific Grove, California, USA, Nov. 36, 2019, pp. 14221426.
[127] M. Esfandiari, S.A. Vorobyov, and M. Karimi, "Non-iterative subspace-based
method for estimating AR model parameters in the presence of white noise with
unknown variance," in Proc. 53rd
Annual Asilomar Conf. Signals, Systems, and Computers, Pacific Grove,
California, USA, Nov. 36, 2019, pp. 12991303.
[128] M.W. Morency and S.A. Vorobyov, "Algebraic geometry based design for generalized sidelobe canceller," invited paper, in Proc. 53rd Annual Asilomar Conf. Signals, Systems, and
Computers, Pacific Grove, California, USA, Nov. 36, 2019, pp. 635639.
[129] J. Miettinen, S.A. Vorobyov, and E. Ollila, "Robust least mean squares
estimation of graph signals," in Proc.
4th IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'2019,
Brighton, U.K., May 1217, 2019, pp. 54165420.
[130] A.K. Kocharlakota, K. Upadhya, and S.A. Vorobyov, "On achievable rates for
massive MIMO system with imperfect channel covariance information," in
Proc. 44th IEEE Int. Conf. Acoustics,
Speech, and Signal Processing, ICASSP'2019, Brighton, U.K., May 1217, 2019, pp. 45044508.
[131] Y. Huang, S.A.
Vorobyov,
Z.-Q. Luo, "A new
quadratic matrix inequality approach to robust adaptive beamforming for
general-rank signal model," in Proc.
44th IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'2019,
Brighton, U.K., May 1217, 2019, pp. 43354339.
[132] Y. Huang, M. Zhou, and S.A.
Vorobyov,
"MVDR robust
adaptive beamforming design with direction of arrival and generalized
similarity constraints," in Proc.
44th IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'2019,
Brighton, U.K., May 1217, 2019, pp. 43304334.
[133] M. Yli-Niemi
and S.A. Vorobyov, "Computationally
efficient waveform design in spectrally dense environment," in Proc. 10th IEEE Workshop Sensor Array and
Multichannel Signal Processing, SAM'2018, Sheffield, U.K., July 811, 2018, pp. 277281.
[134] J. Miettinen, S.A. Vorobyov,
and E. Ollila, "Graph
error effect in graph signal processing," in Proc. 43rd IEEE Int. Conf.
Acoustics, Speech, and Signal Processing, ICASSP'2018, Calgary, Alberta,
Canada, Apr. 1520, 2018, pp. 41644168.
[135] K. Upadhya,
S.A. Vorobyov, and R.W. Heath Jr., "Low-overhead receiver-side
channel tracking for mmWave MIMO," in Proc. 43rd IEEE Int. Conf. Acoustics, Speech, and Signal Processing,
ICASSP'2018, Calgary, Alberta, Canada, Apr. 1520, 2018, pp. 38593863.
[136] P. Kumari, S.A. Vorobyov,
R.W. Heath Jr., "Virtual
pulse design for IEEE 802.11ad-based joint communication-radar," in Proc. 43rd IEEE Int. Conf. Acoustics, Speech, and Signal Processing,
ICASSP'2018, Calgary, Alberta, Canada, Apr. 1520, 2018, pp. 33153319.
[137] Y. Li and S.A. Vorobyov,
"Joint
space-(slow) time transmission with unimodular waveforms and receive adaptive
filter design for radar," in Proc.
43rd IEEE Int. Conf. Acoustics, Speech,
and Signal Processing, ICASSP'2018, Calgary, Alberta, Canada, Apr. 1520, 2018, pp. 32763280.
[138] M.I. Florea, A. Basarab, D. Kouame, and S.A. Vorobyov, "Restoration of ultrasound
images using spatially-variat kernel deconvolution,"
in Proc. 43rd IEEE Int. Conf. Acoustics, Speech, and Signal Processing,
ICASSP'2018, Calgary, Alberta, Canada, Apr. 1520, 2018, pp. 796800.
[139] K. Upadhya,
R. W. Heath Jr., and S.A. Vorobyov, "Tracking
abruptly changing channels in mmWave systems using
overlaid data and training," in Proc.
7th IEEE Int. Workshop Computational
Advances in Multi-Sensor Adaptive Processing, CAMSAP'17, Caracao, Dutch
Antilles, Dec. 10-13, 2017, pp. 676680.
[140] M. I. Florea and S.A.
Vorobyov, "A
robust FISTA-like algorithm," in Proc.
42nd IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'2017, New
Orleans, Louisiana, USA, Mar. 59, 2017, pp. 45214525.
[141] K. Upadhya,
S.A. Vorobyov, and M. Vehkaperδ, "Time-multiplexed/superimposed
pilot selection for massive MIMO pilot decontamination," in Proc. 42nd IEEE Int. Conf. Acoustics,
Speech, and Signal Processing, ICASSP'2017, New Orleans,
Louisiana, USA, Mar. 59, 2017, pp. 34593463.
[142] Y. Li and S.A.
Vorobyov, "Efficient
single/multiple unimodular waveform design with low weighted correlations," in Proc. 42nd IEEE Int. Conf. Acoustics,
Speech, and Signal Processing, ICASSP'2017, New Orleans, Louisiana,
USA, Mar. 59, 2017, pp.
32263230.
[143] K. Upadhya,
S.A. Vorobyov, and M. Vehkaperδ, "Downlink performance of
superimposed pilots in massive MIMO systems in the presence of pilot
contamination," in Proc. IEEE Global Conf. Signal and
Information Processing, GlobalSIP'16, Greater Washington,
D.C., USA, Dec. 79, 2016, pp. 665669.
[144] M. W. Morency, S.A. Vorobyov, and G. Leus, "An
ideal-theoretic criterion for localization of an unknown number of sources," in Proc. 50th
Annual Asilomar Conf. Signals, Systems, and Computers, Pacific Grove, California, USA, Nov. 69, 2016, pp. 14991502.
[145] Y. Li, S.A. Vorobyov,
and Z. He, "Design
of multiple unimodular waveforms with low auto- and cross-correlations for
radar via majorization-minimization," invited paper,
in Proc. 24th European Signal Processing Conf., EUSIPCO'2016, Budapest,
Hungary, Aug. 26Sept. 2, 2016, pp. 22352239.
[146] M.-Y. Cao, S.A.
Vorobyov, and X. Mao, "Elevation and azimuth
estimation in arbitrary planar mono-static MIMO radar via tensor decomposition,"
in Proc. 19th IEEE Workshop Statistical Signal Processing, SSP'16,
Palma de Mallorca, Spain, June 2629, 2016, pp. 243247.
[147] K. Upadhya,
S.A. Vorobyov, and M. Vehkaperδ, "Superimposed pilots: An
alternative pilot structure to mitigate pilot contamination in massive MIMO,"
in Proc. 41st IEEE Int. Conf. Acoustics, Speech, and Signal Processing,
ICASSP'16, Shanghai, China, Mar. 2025, 2016, pp. 33663370.
[148] Y. Li, S.A. Vorobyov, and Z. He, "Terrain-scattered jammer
suppression in MIMO radar using space-(fast) time adaptive processing,"
in Proc. 41st IEEE Int. Conf. Acoustics, Speech, and Signal Processing,
ICASSP'16, Shanghai, China, Mar. 2025, 2016, pp. 30263030.
[149] R. Gao, S.A. Vorobyov,
and H. Zhao, "Multi-focus
image fusion via coupled dictionary training," in Proc. 41st IEEE
Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'16, Shanghai,
China, Mar. 2025, 2016, pp. 16661670.
[150] K. Upadhya
and S.A. Vorobyov, "An array processing
approach to pilot decontamination for massive MIMO," in
Proc. 6th IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive
Processing, CAMSAP'15, Cancun, Mexico, Dec. 1316, 2015, pp. 465468.
[151] H. Fang, S.A. Vorobyov,
and H. Jiang, "Permutation
enhanced parallel reconstruction for compressive sampling," in
Proc. 6th IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive
Processing, CAMSAP'15, Cancun, Mexico, Dec. 1316, 2015, pp. 405408. Finalist
of the Best Student Paper Contest
[152] W. Zhang, S.A. Vorobyov,
and L. Guo, "DOA
estimation in MIMO radar with broken sensors by difference co-array processing,"
in Proc. 6th IEEE Int. Workshop Computational Advances in Multi-Sensor
Adaptive Processing, CAMSAP'15, Cancun, Mexico, Dec. 1316, 2015, pp. 333336.
[153] L. Qin, S.A. Vorobyov,
and Z. Dong, "An
OFDM-based waveform separation approach for MIMO-SAR," in
Proc. 6th IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive
Processing, CAMSAP'15, Cancun, Mexico, Dec. 1316, 2015, pp. 125128.
[154] M.W. Morency
and S.A. Vorobyov, "An algebraic approach to
rank-constrained beamforming," in Proc. 6th IEEE Int.
Workshop Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP'15,
Cancun, Mexico, Dec. 1316, 2015, pp. 1720. 1st
Price Best Student Paper Award
[155] M. W.
Morency and S.A. Vorobyov, "Partially adaptive transmit
beamforming for search free 2D DOA estimation in MIMO radar," in Proc.
23rd European Signal Processing Conf., EUSIPCO15, Nice, France, Aug.
31Sept. 4, 2015, pp. 26762680.
[156] M.
Shaghaghi and S.A. Vorobyov, "Subspace leakage analysis
of sample data covariance matrix," in Proc. 40th IEEE Int. Conf. Acoustics, Speech, and Signal
Processing, ICASSP15, Brisbane, Australia, Apr. 1924, 2015, pp.
34473451.
[157] Y.
Li, S.A. Vorobyov, and Z. He, "Joint hot and cold clutter
mitigation in the transmit beamspace-based MIMO radar," in Proc.
40th IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP15,
Brisbane, Australia, Apr. 1924, 2015, pp. 23342338.
[158] J. Steinwandt, S.A. Vorobyov, and M. Haardt, "Secrecy
rate maximization for information and energy transfer in MIMO beamforming
networks," in Proc.
48th Annual Asilomar Conf. Signals, Systems, and Computers, Pacific
Grove, California, USA, Nov. 25, 2014, pp. 19891993.
[159] M.
A. Girnyk, M. Vehkapera,
and S.A. Vorobyov, "On the optimal relay design
for multi-antenna cognitive two-way AF relay networks," in Proc. 48th
Annual Asilomar Conf. Signals, Systems, and Computers, Pacific
Grove, California, USA, Nov. 25, 2014, pp. 15791583.
[160] A. Hassanien,
S.A. Vorobyov, Y.-S. Yoon, and J.-Y. Park, "Two-stage based design for phased-MIMO
radar with improved coherent transmit processing gain," in Proc.
15th IEEE Workshop Signal Processing Advances in Wireless Communications,
SPAWC14, Toronto, Canada, June 2225, 2014, pp. 4549.
[161] J. Steinwandt,
S.A. Vorobyov, and M. Haardt, "Joint beamforming and
transmit design for the non-regenerative MIMO broadcast relay channel,"
in Proc. 8th IEEE Workshop Sensor Array and Multichannel Signal Processing,
SAM14, A Coruna, Spain, June 2225, 2014, 169172.
[162] Y. Li, S.A. Vorobyov,
and A. Hassanien, "Robust beamforming for
jammers suppression for MIMO radar," invited paper, in Proc.
IEEE Radar Conf., Cincinnati, OH, USA, May 1923, 2014, pp. 629634.
[163] J. Steinwandt,
S.A. Vorobyov, and M. Haardt, "Secrecy rate maximization
for MIMO Gaussian wiretap channels with multiple eavesdroppers via alternating
matrix POTDC," in Proc. 39th IEEE Int. Conf. Acoustics, Speech, and
Signal Processing, ICASSP14, Florence, Italy, May 49, 2014, pp. 56865690.
[164] A. Khabbazibasmenj
and S.A. Vorobyov, "Generalized quadratically
constrained quadratic programming for signal processing," in Proc.
39th IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP14,
Florence, Italy, May 49, 2014, pp. 76297633.
[165] Y. Li, S.A. Vorobyov,
and V. Koivunen, "Generalized
ambiguity function for the MIMO radar with correlated waveforms," in Proc.
39th IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP14,
Florence, Italy, May 49, 2014, pp. 53025306.
[166] Y. Li, S.A. Vorobyov,
and A. Hassanien, "MIMO radar capability on
powerful jammers suppression," in Proc. 39th IEEE Int. Conf.
Acoustics, Speech, and Signal Processing, ICASSP14, Florence, Italy, May 49, 2014, pp. 52775281.
[167] J. Gao, S.A. Vorobyov,
and H. Jiang, "Efficient
jamming strategies on a MIMO Gaussian channel with known target signal
covariance," in Proc. 39th IEEE Int. Conf. Acoustics, Speech, and
Signal Processing, ICASSP14, Florence, Italy, May 49, 2014, pp. 57005704.
[168] A. Hassanien,
S.A. Vorobyov, Y.-S. Yoon, and J.-Y. Park, "Root-MUSIC-based source
localization using transmit array interpolation in MIMO radar with arbitrary
planar array," in Proc. 5th IEEE Int. Workshop Computational
Advances in Multi-Sensor Adaptive Processing, CAMSAP'13, The Friendly
Island, Saint Martin, Dec. 1518, 2013, pp. 396399.
[169] M. Shaghaghi and S.A.
Vorobyov, "Iterative
root-MUSIC algorithm for DOA estimation," invited paper, in Proc.
5th IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive
Processing, CAMSAP'13, The Friendly Island, Saint Martin, Dec. 1518, 2013, pp. 5356.
[170] J. Zhang, S.A. Vorobyov,
A. Khabbazibasmenj, and M. Haardt,
"Sum rate
maximization in multi-operator two-way relay networks with a MIMO AF relay via
POTDC," invited paper, in Proc. 21st European Signal
Processing Conf., EUSIPCO'13, Marrakech, Morocco, Sept. 913, 2013, pp. 15.
[171] A. Khabbazibasmenj,
M.A. Girnyk, S.A. Vorobyov, M. Vehkapera, and L.K. Rasmussen, "On the optimal precoding
for MIMO Gaussian wire-tap channels," in Proc. 10th Int. Sympos. Wireless Commun. Systems,
ISWCS'13, Ilmenau, Germany, Aug. 2730, 2013, pp. 356359.
[172] A. Hassanien,
S.A. Vorobyov, and J.-Y. Park, "Joint transmit array
interpolation and transmit beamforming for source localization in MIMO radar
with arbitrary arrays," in Proc. 38th IEEE Int. Conf. Acoustics,
Speech, and Signal Processing, ICASSP'13, Vancouver, British Columbia,
Canada, May 2631, 2013, pp. 41394143.
[173] A. Khabbazibasmenj
and S.A. Vorobyov, "Two-way relay beamforming
design: Proportional fair and max-min rate fair approaches using POTDC,"
in Proc. 38th IEEE Int. Conf. Acoustics, Speech, and Signal Processing,
ICASSP'13, Vancouver, British Columbia, Canada, May 2631, 2013, pp. 49975001.
[174] A. Hassanien,
M.W. Morency, A. Khabbazibasmenj,
S.A. Vorobyov, J.-Y. Park, and S.-J. Kim, "Two-dimentional
transmit beamforming for MIMO radar with sparse symmetric arrays," in
Proc. IEEE Radar Conf., Ottawa, ON, Canada, Apr. 29May 3, 2013, pp. 16.
[175] J. Gao, J. Zhang, S.A.
Vorobyov, H. Jiang, and M. Haardt, "Power
allocation/beamforming for decode-and-forward MIMO two-way relaying: Relay and
network optimization," in Proc. IEEE Global Telecommunications
Conf., GLOBECOM'12, Anaheim, CA, USA, Dec. 37, 2012, pp. 56575662.
[176] A. Khabbazibasmenj,
S.A. Vorobyov, A. Hassanien, and M.W. Morency, "Transmit beamspace design for direction finding in colocated MIMO radar with arbitrary receive array and even
number of waveforms," in Proc. 46th Annual Asilomar Conf. Signals,
Systems, and Computers, Pacific Grove, California, USA, Nov. 47, 2012, pp. 13071311. Finalist of the Best
Student Paper Contest
[177] H. Fang, S.A. Vorobyov,
H. Jiang, and O. Taheri, "2D signal compression via
parallel compressed sensing with permutations," in Proc. 46th
Annual Asilomar Conf. Signals, Systems, and Computers, Pacific Grove,
California, USA, Nov. 47, 2012, pp. 19251929.
[178] M. Shaghaghi and S.A.
Vorobyov, "Correlogram
for undersampled data: Bias and variance analysis,"
in Proc. 37th IEEE Int. Conf. Acoustics, Speech, and Signal Processing,
ICASSP'12, Kyoto, Japan, Mar. 2530, 2012, pp. 35133516.
[179] O. Taheri and S.A. Vorobyov,
"Decimated least
mean squares for frequency sparse channel estimation," in Proc.
37th IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'12,
Kyoto, Japan, Mar. 2530, 2012, pp. 31813184.
[180] A. Khabbazibasmenj,
S.A. Vorobyov, F. Roemer, and M. Haardt,
"Polynomial-time DC
(POTDC) for sum-rate maximization in two-way AF MIMO relaying," in Proc.
37th IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'12,
Kyoto, Japan, Mar. 2530, 2012, pp. 28892892.
[181] J. Zhang, F. Roemer, M. Haardt, A. Khabbazibasmenj, and S.A.
Vorobyov, "Sum
rate maximization for multi-pair two-way relaying with single-antenna amplify
and forward relays," in Proc. 37th IEEE Int. Conf. Acoustics,
Speech, and Signal Processing, ICASSP'12, Kyoto, Japan, Mar. 2530, 2012, pp. 24772480. Runner-up Best Student
Paper Award
[182] A. Hassanien,
S.A. Vorobyov, M. Saachi, and M. Naghizadeh, "A computationally efficient
algorithm for high quality separation of simultaneous sources in seismology,"
in Proc. 37th IEEE Int. Conf. Acoustics, Speech, and Signal Processing,
ICASSP'12, Kyoto, Japan, Mar. 2530, 2012, pp. 12411244.
[183] A. Khabbazibasmenj and S.A. Vorobyov, "A computationally efficient
robust adaptive beamforming for general-rank signal models with positive semi-definitness constraint," in Proc. 4th IEEE Int. Workshop Computational
Advances in Multi-Sensor Adaptive Processing, CAMSAP'11, San Juan, Puerto Rico, Dec. 1316, 2011, pp. 185188.
[184] M.F.A. Ahmed and S.A.
Vorobyov, "Power
control for collaborative beamforming in wireless sensor networks," invited
paper, in Proc. 45th Annual Asilomar Conf. Signals, Systems, and
Computers, Pacific Grove, California, USA, Nov. 69, 2011, pp. 99103.
[185] A.E. Geyer, S.A. Vorobyov,
and N.C. Beaulieu, "Equivalent
codes and optimality of orthogonal space-time block codes," in Proc.
45th Annual Asilomar Conf. Signals, Systems, and Computers, Pacific Grove,
California, USA, Nov. 69, 2011, pp. 15591563.
[186] J. Gao, S.A. Vorobyov,
and H. Jiang, "Mixed
strategy Nash equilibrium in two-user resource allocation games," in Proc.
IEEE Int. Symposium on Information Theory, ISIT'11, St. Petersburg, Russia,
Jul. 31Aug. 5, 2011,
pp. 26322636.
[187] Z. Chen, C.-X. Wang, X. Hong,
J. Thompson, S. A. Vorobyov, and D. Yuan, "Cross-layer interference
mitigation for cognitive radio MIMO systems," in Proc. 45th IEEE
Int. Conf. Communications, ICC'11, Kyoto, Japan, June 59, 2011, pp. 16.
[188] M. Shaghaghi and S.A.
Vorobyov, "Improved
model-based spectral compressive sensing via nested least squares," in
Proc. 36th IEEE Int. Conf. Acoustics, Speech, and Signal Processing,
ICASSP'11, Prague, Czech Republic, May 2227, 2011, pp. 39043907.
[189] X. Gong, S.A. Vorobyov,
and C. Tellambura, "Joint bandwidth and power
allocation in cognitive radio networks under fading channel," in Proc.
36th IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'11,
Prague, Czech Republic, May 2227, 2011, pp. 29762979.
[190] O. Taheri and S.A. Vorobyov,
"Sparse channel
estimation with lp-norm and reweighted l1-norm
penalized least mean squares," in Proc. 36th IEEE Int. Conf.
Acoustics, Speech, and Signal Processing, ICASSP'2011, Prague, Czech Republic,
May 2227, 2011, pp.
28642867.
[191] A. Hassanien
and S.A. Vorobyov, "Subspace-based direction
finding using transmit energy focussing in MIMO radar with colocated
antennas," in Proc. 36th IEEE Int. Conf. Acoustics, Speech, and
Signal Processing, ICASSP'11, Prague, Czech Republic, May 2227, 2011, pp. 27882791.
[192] A. Khabbazibasmenj,
S.A. Vorobyov, and A. Hassanien, "Transmit beamspace design for direction finding in colocated MIMO radar with arbitrary receive array,"
in Proc. 36th IEEE Int. Conf. Acoustics, Speech, and Signal Processing,
ICASSP'11, Prague, Czech Republic, May 2227, 2011, pp. 27842787.
[193] O. Taheri and S. A.
Vorobyov, "Empirical
risk minimization-based analysis of segmented compressed sampling," in
Proc. 44th Annual Asilomar Conf. Signals, Systems, and Computers,
Pacific Grove, California, USA, Nov. 710, 2010, pp. 233235.
[194] A. Khabbazibasmenj,
S.A. Vorobyov, and A. Hassanien, "Robust adaptive beamforming
via estimating steering vector based on semidefinite relaxation," in Proc.
44th Annual Asilomar Conf. Signals, Systems, and Computers, Pacific Grove,
California, USA, Nov. 710, 2010, pp. 11021106.
[195] X. Gong, S.A. Vorobyov,
and C. Tellambura, "Admission control-based
joint bandwidth and power allocation in multi-user DF relay networks,"
in Proc. 44th Annual Asilomar Conf. Signals, Systems, and Computers,
Pacific Grove, California, USA, Nov. 710, 2010, pp. 17231727.
[196] A. Hassanien,
S.A. Vorobyov, A.B. Gershman, and M. Rόbsamen, "Estimating the parameters
of a moving target in MIMO radar with widely separated antennas," invited
paper, in Proc. 6th IEEE Workshop Sensor Array and Multichannel Signal
Processing, SAM'10, Israel, Oct. 47, 2010, pp. 5760.
[197] A. Hassanien
and S.A. Vorobyov, "Why the phased-MIMO radar
outperforms the phased-array and MIMO radars," invited paper, in Proc.
18th European Signal Processing Conf., EUSIPCO'10, Aalborg, Denmark, Aug.
2327, 2010, pp.
12341238.
[198] Z. Chen, C.-X. Wang, X. Hong,
J. Thompson, S.A. Vorobyov, and X. Ge, "Interference modeling
for cognitive radio networks with power and contention control," in Proc. IEEE Wireless Commun.
and Networking Conf., WCNC'10,
Sydney, Australia, Apr. 1821, 2010, pp. 16.
[199] Y. Ko, M. Ardakani,
and S.A. Vorobyov, "Power allocation strategies
across N orthogonal channels for singe-relay networks at both source and
relay," in Proc. 17th IEEE Int. Conf. Telecommun.,
ICT'10, Doha, Qatar, Apr. 47, 2010, pp. 481486. Runner-up Best Paper Award
[200] X. Gong, S.A. Vorobyov,
and C. Tellambura, "Joint bandwidth and power
allocation in multi-user decode-and-forward relay networks," in
Proc. 35th IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'10,
Dallas, Texas, USA, Mar. 1419, 2010, pp. 24982501.
[201] J. Gao, S.A. Vorobyov, and H. Jiang,
"Pareto-optimal
solution of Nash bargaining resource allocation games with spectral mask and
total power constraints," in Proc. 35th IEEE Int. Conf. Acoustics, Speech,
and Signal Processing, ICASSP'10, Dallas, Texas, USA, Mar. 1419, 2010, pp. 31463149.
[202] O. Taheri and S.A. Vorobyov,
"Segmented
compressed sampling for analog-to-information
conversion," in Proc. 3rd IEEE Int. Workshop Computational Advances
in Multi-Sensor Adaptive Processing, CAMSAP'09, Aruba, Dutch Antilles, Dec.
1316, 2009, pp.
113116.
[203] A. Hassanien
and S.A. Vorobyov, "Direction finding for MIMO
radar with colocated antennas using transmit beamspace preprocessing,"
invited paper, in Proc. 3rd IEEE Int. Workshop Computational Advances
in Multi-Sensor Adaptive Processing, CAMSAP'09, Aruba, Dutch Antilles, Dec.
1316, 2009, pp.
181184.
[204] A. Khabbazibasmenj
and S.A. Vorobyov, "Power allocation in
decode-and-forward cooperative networks via SEP minimization," in Proc.
3rd IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive
Processing, CAMSAP'09, Aruba, Dutch Antilles, Dec. 1316, 2009, pp. 328331.
[205] Y. Ko, S.A. Vorobyov,
and M. Ardakani, "Spectrum efficient
cooperative relaying based on outage-multiplexing tradeoff
analysis," in Proc. 43rd Annual Asilomar Conf. Signals, Systems,
and Computers, Pacific Grove, California, USA, Nov. 14, 2009, pp. 15131517.
[206] M.F.A. Ahmed and S.A.
Vorobyov, "Node
selection for sidelobe control in collaborative beamforming for wireless sensor
networks," in Proc. 10th IEEE Workshop Signal Processing
Advances in Wireless Communications, SPAWC'09, Perugia, Italy, June 2124, 2009, pp. 519523.
[207] Y. Ko, S.A. Vorobyov,
and M. Ardakani, "How much multiuser
diversity gain is required over large-scale fading?" in Proc.
43rd IEEE Int. Conf. Communications, ICC'09, Dresden, Germany, June 1418, 2009, pp. 15.
[208] T.K. Phan, L. Le, S.A.
Vorobyov, and T. Le-Ngoc, "Centralized and distributed
power allocation in multi-user wireless relay networks,"
in Proc.43rd IEEE Int. Conf. Communications, ICC'09, Dresden,
Germany, June 1418, 2009, pp. 15.
[209] Z. Chen, S.A. Vorobyov,
C.-X. Wang, and J. Thompson, "Nash bargaining over MIMO
interference systems," in Proc. 43rd IEEE Int. Conf. Communications,
ICC'09, Dresden, Germany, June 1418, 2009, pp. 15.
[210] A. Hassanien
and S.A. Vorobyov, "Transmit/receive
beamforming for MIMO radar with colocated antennas,"
in Proc. 34th IEEE Int. Conf. Acoustics, Speech, and Signal Processing,
ICASSP'09, Taipei, Taiwan, Apr. 1924, 2009, pp. 20892092.
[211] J. Gao, S.A. Vorobyov,
and H. Jiang, "Game
theory for precoding in a multi-user system: Bargaining for overall benefits,"
in Proc. 34th IEEE Int. Conf. Acoustics, Speech, and Signal Processing,
ICASSP'09, Taipei, Taiwan, Apr. 1924, 2009, pp. 23612364.
[212] T.K. Phan, T. Le-Ngoc, S.A.
Vorobyov, and C. Tellambura, "Power allocation in
wireless relay networks: A geometric programming based
approach," in Proc. IEEE Global Telecommunications Conf.,
GLOBECOM'08, New Orleans, LA, USA, Nov. 30Dec. 4, 2008, pp. 15.
[213] J. Gao, S.A. Vorobyov,
H. Jiang, "Game
theoretic solutions for precoding strategies over interference channels,"
in Proc. IEEE Global Telecommunications Conf., GLOBECOM'08, New Orleans,
LA, USA, Nov. 30Dec. 4, 2008, pp. 15.
[214] T.K. Phan, S.A. Vorobyov,
N.D. Sidiropoulos, and C. Tellambura,
"Spectrum sharing
in wireless networks: A QoS-aware multicast approach with worst user
performance optimizations," in Proc. 5th IEEE Workshop Sensor Array
and Multichannel Signal Processing, SAM'08, Darmstadt, Germany, July 2123, 2008, pp. 2327.
[215] A. Hassanien
and S.A. Vorobyov, "New results on robust
adaptive beamspace preprocessing,"
in Proc. 5th IEEE Workshop Sensor Array and Multichannel Signal Processing,
SAM'08, Darmstadt, Germany, July 2123, 2008, pp. 315319.
[216] M.F.A. Ahmed and S.A.
Vorobyov, "Beampattern
random behavior in wireless sensor networks with
Gaussian distributed sensor nodes," in Proc. Canadian Conf.
Electrical and Computer Engineering, CCECE'08, Niagara Falls, ON, Canada,
May 47, 2008, pp.
257260.
[217] A. Hassanien,
S.A. Vorobyov, and K.M. Wong, "Robust adaptive beamforming
using sequential quadratic programming," in Proc. 33st IEEE Int. Conf. Acoustics, Speech, and Signal
Processing, ICASSP'08, Las Vegas, Nevada, USA, Mar. 30Apr. 4, 2008, pp. 23452348.
[218] S.A. Vorobyov, "Robust multiuser detection
based on probability constrained optimization of the MMSE receiver,"
in Proc. 33st IEEE Int. Conf. Acoustics, Speech,
and Signal Processing, ICASSP'08, Las Vegas, Nevada, USA, Mar. 30Apr. 4, 2008, pp. 26772680.
[219] M.F.A. Ahmed and S.A.
Vorobyov, "Performance
characteristics of collaborative beamforming for wireless sensor networks with
Gaussian distributed sensor nodes," in Proc. 33st
IEEE Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'08, Las
Vegas, Nevada, USA, Mar. 30Apr. 4, 2008, pp. 32493252.
[220] T.K. Phan, S.A. Vorobyov,
C. Tellambura, "Linear precoders for OSTBC
MIMO systems with correlated Rayleigh fading channels based on convex
optimization," in Proc. 2nd IEEE Int. Workshop Computational
Advances in Multi-Sensor Adaptive Processing, CAMSAP'07, Virgin Islands,
USA, Dec. 1214, 2007, pp. 221224.
[221] I. Wajid, A.B. Gershman, S.A.
Vorobyov, and Y.A. Karanouh, "Robust multi-antenna
broadcasting with imperfect channel state information," in Proc.
2nd IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive
Processing, CAMSAP'07, Virgin Islands, USA, Dec. 1214, 2007, pp. 213216.
[222] T.K. Phan, S.A. Vorobyov, C. Tellambura, and T. Le-Ngoc, "Power control for wireless
cellular systems via DC programming," in Proc. 14th IEEE Workshop
Statistical Signal Processing, SSP'07, Madison, WI, USA, Aug. 2629, 2007, pp. 507511.
[223] L. Li, S.A. Vorobyov,
and A.B. Gershman, "Adaptive
resource allocation in MIMO communication systems using low
rate channel feedback," in Proc. 8th IEEE Workshop Signal
Processing Advances in Wireless Communications, SPAWC'07, Helsinki,
Finland, June 1720, 2007, pp. 15.
[224] T.K. Phan, S.A. Vorobyov, and C. Tellambura, "Precoder design for
space-time coded MIMO systems with correlated Rayleigh fading channels,"
in Proc. Canadian Conf. Electrical and Computer Engineering, CCECE'07,
Vancouver, BC, Canada, Apr. 2226, 2007, pp. 329332.
[225] S.A. Vorobyov, A.B.Gershman, and Y. Rong, "On the relationship between
the worst-case optimization-based and probability-constrained approaches to
robust adaptive beamforming," in Proc. 32nd IEEE Int. Conf.
Acoustics, Speech, and Signal Processing, ICASSP'07, Honolulu, Hawaii, USA, Apr. 1520, 2007, pp. 977980.
[226] S.A. Vorobyov, Y.C. Eldar, and A.B.Gershman, "Parameter estimation in
linear models based on outage probability minimization," invited
paper, in Proc. 40th Annual Asilomar Conf. Signals, Systems, and
Computers, Pacific Grove, California, USA, Oct. 29Nov. 1, 2006, pp. 14151419.
[227] S.A. Vorobyov, Y.C. Eldar, and A.B.Gershman, "Probabilistically-constrained
estimation of random parameters with unknown distribution," in Proc.
4th IEEE Workshop Sensor Array and Multichannel Signal Processing, SAM'06,
Waltham, Massachusetts, USA, July 1214, 2006, pp.404408.
[228] S.A. Vorobyov, Y. Rong,
and A.B. Gershman, "Robust
minimum variance adaptive beamforming and multiuser MIMO receivers: from
worst-case to probabilistically constrained designs," invited paper,
in Proc. 31st IEEE Int. Conf. Acoustics, Speech, and Signal Processing,
ICASSP'06, Toulouse,
France, May 1419, 2006, vol. 5, pp. 977980.
[229] S.A. Vorobyov, Y.C. Eldar, A. Nemirovski, and A.B.Gershman, "Probability-constrained
approach to estimation of random Gaussian parameters," in Proc. 1st
IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive Processing,
CAMSAP'05, Puerto Vallarta, Mexico, Dec. 1315, 2005, pp. 101104.
[230] S.A. Vorobyov, "Reduced complexity blind
unitary prewhitening with application to blind source
separation,'' in Proc. 1st IEEE Int. Workshop Computational Advances in
Multi-Sensor Adaptive Processing, CAMSAP'05, Puerto Vallarta, Mexico, Dec.
1315, 2005, pp.
181184.
[231] S.A. Vorobyov, Y. Rong,
and A.B. Gershman, "Robust
adaptive beamforming using probability-constrained optimization,'' in Proc.
13th IEEE Workshop Statistical Signal Processing, SSP'05, Bordeaux, France,
July 1720, 2005, pp.
934939.
[232] Y. Rong, S.A. Vorobyov,
and A.B. Gershman, "Robust
linear receivers design for multi-access space-time block coded MIMO systems
using stochastic optimization,'' in Proc. 13th IEEE Workshop Statistical
Signal Processing, SSP'05, Bordeaux, France, July 1720, 2005, pp. 6570.
[233] Y. Rong, S.A. Vorobyov,
and A.B. Gershman, "Combining
error-correction coding and cutoff rate maximization based precoding,'' in Proc. ITG/IEEE
Workshop Smart Antennas, WSA'05, Duisburg, Germany, Apr. 45, 2005 pp. 18.
[234] Y. Rong, S.A. Vorobyov,
and A.B. Gershman, "On
average one bit per subcarrier channel state information feedback in OFDM
wireless communication systems," in Proc. IEEE Clobal
Telecommunication Conf., GLOBECOM'04, Dallas, Texas, USA, Nov. 29Dec. 3, 2004, vol. 6, pp. 40114015.
[235] Y. Rong, S.A. Vorobyov,
and A.B. Gershman, "The
impact of imperfect one bit per subcarrier channel state information feedback
on adaptive OFDM wireless communication systems," in Proc. 60th
IEEE Vehicular Technology Conf., VTC'04 Fall, Los Angeles, CA, USA, Sept. 2629, 2004, vol. 1, pp. 626630.
[236] Y. Rong, S.A. Vorobyov,
and A.B. Gershman, "Linear
OFDM precoder design for multiuser wireless communications using cutoff rate optimization," in Proc. 12th
European Signal Processing Conf., EUSIPCO'04, Vienna, Austria, Sept. 710, 2004, pp. 20712074.
[237] Y. Rong, S.A. Vorobyov,
and A.B. Gershman, "A robust linear receiver
for uplink multi-user MIMO systems based on probability-constrained
optimization and second-order cone programming," in Proc. 3rd IEEE Workshop Signal
Array and Multichannel Signal Processing, SAM'04, Barcelona, Spain, July 1821, 2004, pp. 153157.
[238] S.A. Vorobyov, Y. Rong,
N.D. Sidiropoulos, and A.B. Gershman, "Robust fitting of
multilinear models with application to blind multiuser receivers: Iterative
weighted median filtering approach," in Proc. 5th IEEE Workshop
Signal Processing Advances in Wireless Communications, SPAWC'04, Lisboa, Portugal, July 1114, 2004, pp. 478482.
[239] S.A. Vorobyov, Y. Rong,
N.D. Sidiropoulos, and A.B. Gershman, "Robust iterative fitting of
multilinear models based on linear programming," in Proc. 29th IEEE
Int. Conf. Acoustics, Speech, and Signal Processing, ICASSP'04, Montreal,
Quebec, Canada, May 1721, 2004, vol. 2, pp. 113116.
[240] Y. Rong, S.A. Vorobyov,
and A.B. Gershman, "A
robust linear receiver for multi-access space-time block coded MIMO systems
based on probability constrained optimization," in Proc. 59th
IEEE Vehicular Technology Conf., VTC'04 Spring, Milan, Italy, May 1719, 2004, vol. 1, pp. 118122.
[241] Y. Rong, S.A. Vorobyov,
A.B. Gershman, and N.D. Sidiropoulos, "Deterministic Cramer-Rao
bound for symmetric PARAFAC model with application to wireless communications,"
in Proc. 3rd IEEE Int. Sympos. Signal Processing
and Information Technology, ISSPIT03, Darmstadt, Germany, Dec. 1417, 2003, pp. 111114.
[242] A.B. Gershman, Z.-Q. Luo, S. Shahbazpanahi, and S.A. Vorobyov, "Robust adaptive beamforming
using worst-case performance optimization," invited paper, in Proc.
37th Annual Asilomar Conf. Signals, Systems, and Computers, Pacific Grove,
California, USA, Nov. 912, 2003, vol. 2, pp. 13531357.
[243] Y. Rong, S.A. Vorobyov,
A.B. Gershman, and N.D. Sidiropoulos, "Blind spatial signature
estimation using time-varying user power loading and parallel factor analysis,"
in Proc. 58th IEEE Vehicular Technology Conf., VTC'03 Fall, Orlando,
USA, Oct. 49, 2003, vol.
1, pp. 7983.
[244] S.A. Vorobyov, A.B.
Gershman, Z-Q. Luo, and N. Ma, "Adaptive beamforming with joint
robustness against signal steering vector errors and interference nonstationarity," in Proc. 28th IEEE Int. Conf.
Acoustics, Speech, and Signal Processing, ICASSP'03, Hong Kong, Apr. 610, 2003, vol. 5, pp. 345348; (Presented in 12th IEEE
Workshop Statistical Signal Processing, St. Louis, Missouri, USA, Sept.
28Oct. 1, 2003).
[245] S.A. Vorobyov, A.B.
Gershman, and K.M. Wong, "Direction of arrival
estimation in sparse arrays in the presence of unknown colored
block-correlated noise fields," in Proc. 2nd IEEE Workshop Sensor
Array and Multichannel Signal Processing, SAM'02, Washington DC, USA, Aug.
46, 2002, pp.
204208.
[246] H. Tang, A.B. Gershman, K.M.
Wong, and S.A. Vorobyov, "Blind adaptive beamforming
for cyclostationary signals with robustness against
cycle frequency mismatch," in Proc. 2nd IEEE Workshop Sensor Array
and Multichannel Signal Processing, SAM'02, Washington DC, USA, Aug. 46, 2002, pp. 1822.
[247] S.A. Vorobyov, A.B.
Gershman, and Z.-Q. Luo, "Robust adaptive beamforming
using worst-case performance optimization via second-order cone programming,"
in Proc. 27th IEEE Int. Conference on Acoustics, Speech, and Signal
Processing, ICASSP'02, Orlando, FL, USA, May 1317, 2002, vol. 3, pp. 29012904.
[248] S.A. Vorobyov, A.B.
Gershman, and Z.-Q. Luo, "An application of second-order cone programming
to robust adaptive beamforming," in Proc. 5th Int. Conf. Optimization:
Techniques and Applications, ICOTA'01, Hong Kong, Dec. 1517, 2001, vol.1, pp. 308315.
[249] S.A. Vorobyov and A. Cichocki, "Self-excited oscillations
and period doubling condition in hopfield neural
network," in Proc. 2nd Int. Conf. Control of Oscillations and
Chaos, COC'00, Saint Petersburg, Russia, July 57, 2000, vol.1, pp. 197200.
[250] A. Cichocki
and S.A. Vorobyov, "Application of ICA for
automatic noise and interference cancellation in multisensory biomedical
signals," invited talk, in Proc. 2nd Int. Workshop Independent
Component Analysis and Blind Signal Separation, ICA'00, Helsinki, Finland,
June 1922, 2000, pp.
621626.
[251] A. Cichocki,
S.A. Vorobyov, and T. Rutkowski, "Nonlinear interference cancellation
using neural networks," in Proc. Int. Sympos.
Nonlinear Theory and its Applications, NOLTA'99, Hilton Waikoloa Village,
Hawaii, USA, Nov. 28Dec. 2, 1999, vol. 2, pp. 875878.
[252] Ye.V.
Bodyanskiy, S.A. Vorobyov, and A. Stephan,
"Detection of
NARMA-sequence order using recurrent artificial neural networks," in
Proc. European Control Conf., ECC'99, Karlsruhe, Germany, Aug. 31Sept. 4, 1999.
[253] K.-H. Kerntopf,
N.S. Lamanova, S.A. Vorobyov, and J. Polyanska, "Simple adaptive controller for
objects with constraints," in Proc. 42nd Int. Sympos.
Informatics and Automation in the Age of the Information Society, Ilmenau, Germany, Sept. 2225, 1997, vol.3, pp. 667672.
Editorials
[254] H. Chen, S.A. Vorobyov,
H.C. So, F. Ahmad, F. Porikli, "Introduction to the special
issue on tensor decomposition for signal processing and machine learning,"
IEEE J. Selected Topics in Signal Processing, vol. 15, no. 3, pp. 433437, Apr. 2021. 3 pages.
[255] E. Aboutanios,
A. Hassanien, A. El-Keyi,
Y. Nasser, and S.A. Vorobyov, "Editorial: Advances
in DOA estimation and source localization," International Journal
of Antennas and Propagation, vol. 2017, Article ID 1352598, 3 pages.
[256] S.A. Vorobyov, S. Cui,
Y. C. Eldar, W.-K. Ma, and W. Utschick,
"Editorial:
Optimization techniques in wireless communications," EURASIP
Journal on Wireless Communications and Networking, vol. 2009, Article ID
567416, 2 pages.
Tutorials in Conferences
[257] S.A. Vorobyov and M.
Lops, "Tradeoffs
in MIMO radar," Tutorial in 8th IEEE Sensor Array and
Multichannel Signal Processing Workshop, SAM14, A Coruna, Spain,
June 2225, 2014.
Conference Invited Talks and
Presentations
[258] S.A.
Vorobyov and M.I. Florea, "Accelerated
majorization based optimization for large-scale signal processing: Some new
theoretical concepts and applications," in 6th Int. Conf. Continuous Optimization, ICCOPT2019, Berlin,
Germany, Aug. 5-8, 2019.
[259] M.I.
Florea, A. Basarab, D. Kouame, and S.A.
Vorobyov, "Computationally efficient
spatially variant deconvolution in ultrasound imaging," in IEEE Int. Ultrasonics Symposium, IUS'2018, Kobe, Japan, Oct. 2225, 2018.
[260] K. Upadhya,
S.A. Vorobyov, and M. Vehkaperδ, "Improved channel estimation
for massive MIMO systems using hybrid pilots with pilot anchoring," in 21st ITG/IEEE Workshop
Smart Antennas, WSA'17, Berlin, Germany, Mar. 1517, 2017.
[261] S.A. Vorobyov, "Robust adaptive
beamforming: Evolution of approaches, analysis and comparison," invited semi-plenary talk
in 156th Meeting of the Acoustic Society of America, Miami, FL, USA.
Nov. 1014, 2008; Abstract in The
Journal of the Acoustic Society of America, vol. 124, no. 4, pt. 2, Oct.
2008, pp. 25222523.
[262] A.B. Gershman, Y. Rong, S. Shahbazpanahi, and S.A. Vorobyov, "From robust
adaptive beamformers to robust multi-user MIMO receivers," invited
talk, in Workshop Robust Signal Processing and Stochastic
Eigen-Analysis, Lincoln Laboratory, MIT, USA, Oct. 1415, 2005.
[263] S.A. Vorobyov, A.B.
Gershman, and Z.-Q. Luo, "Robust
MVDR beamforming using worst-case performance optimization," invited
talk, in 10th Workshop Adaptive Sensor Array Processing, SAM'02,
Lincoln Laboratory, MIT, USA, Mar. 1214, 2002.
[264] S.A. Vorobyov and Ye.V. Bodyanskiy, "Adaptive
algorithm for state recognition of dynamical systems with periodic output
signal," in 1st Int. Conf. Control of Oscillations and Chaos, COC'97,
Saint Petersburg, Russia, Aug. 2729, 1997.
[265] Ye.V.
Bodyanskiy, S.A. Vorobyov, and A. Stephan,
"Adaptive search of autoregression model order," in 15th IMACS
World Congress Scientific Computation, Modeling and
Applied Mathematics, Berlin, Germany, Aug. 2429, 1997.
Publications in Local Journals
[266] S.A. Vorobyov, Ye.V. Bodyanskiy, and S.V. Popov,
"Multi-model based adaptive control of a turbo-generator pilot
plant," Trans. of Kharkiv State Automobiles
and High-ways University, issue 1213, pp. 221225, 2000.
[267] S.A. Vorobyov, A.Ya. Mogilevskiy, S.A. Ponomarenko, and A.V. Shilo,
"Approaches for
solving "short series" problem in detecting fractal properties of EEG
and neuronal activity signals," Radioelectronics
and Informatics, no. 1, pp. 105109, Mar. 1999 (in Russian).
[268] S.A. Vorobyov,
"The mechanisms of stochastic behaviour in Hopfield networks," Trans.
of Kharkiv State Polytechnic University, issue
70, pp. 123129, 1999 (in
Russian).
[269] S.A. Vorobyov and A.V. Shilo, "Recurrent normalized range
method for detecting fractal structure of stochastic series and its application
to EEG analysis," Radioelectronics
and Informatics, no. 3, pp. 162165, Sept. 1998 (in Russian).
[270] Ye.V.
Bodyanskiy, S.A. Vorobyov, O.V. Kostyuk, and L.M. Lyubchik,
"Filtering and
forecasting for trend-season time series using artificial neural networks,"
Radioelectronics and Informatics, no.
3, pp. 7480, Sept. 1998
(in Russian).
[271] S.A. Vorobyov, "Learning of artificial neural networks under stochastic conditions,"
Radioelectronics and Informatics, no.
1, pp. 8890, Mar. 1998
(in Russian).
[272] Ye.V.
Bodyanskiy, S.A. Vorobyov, I.P. Pliss, and O.V. Churilova,
"Monitoring and fault detection in adaptive forecasting process," Control
Systems and Devices of Automatics, issue 107, pp. 167175, 1998 (in Russian).
[273] S.A. Vorobyov,
"Non-parametric algorithm for forgetting factor control in adaptive
filtering," Radiotechnics, issue 104, pp.
179182, 1997 (in
Russian).
[274] Ye.V.
Bodyanskiy, S.A. Vorobyov, N.S. Lamonova, and A. Stephan, "Detection of properties'
changes in stochastic sequences using artificial neural networks," Control
Systems and Devices of Automatics, issue 106, pp. 8388, 1997 (in Russian).
[275] S.A. Vorobyov,
"Adaptive multilayer filtering of nonstationary sequences," Control
Systems and Devices of Automatics, issue 104, pp. 9498, 1997 (in Russian).
[276] G.A. Matusovskiy,
O.M. Gorodinskiy, Ye.V. Bodyanskiy, I.P. Pliss, and S.A.
Vorobyov, "Operational approach for organizations of interaction
between jurists," Trans. of Ukrainian Academy of Jurisprudence
Sciences, vol. 8, no.1, pp. 200-203, 1997 (in Ukrainian).
[277] S.V. Yakovlev, Ye.V. Bodyanskiy, and S.A.
Vorobyov, "On-line detection of time series properties changes for
isolation of latent plundering," Trans. of Jurisprudence Sciences
University, no.1, pp.5662, 1996 (in Ukrainian).
Publications in Local Conferences
[278] Ye.V.
Bodyanskiy and S.A. Vorobyov, "Artificial
neural network for analysis of nonstationary sequences spectral
decomposition," in Proc. 6th Saint Petersburg Sympos.
Adaptive Systems Theory dedicated to the memory of Ya.Z.
Tsypkin, Saint Petersburg, Russia, Sept. 79, 1999, vol. 1, p.218 and vol. 2,
pp. 3337.
[279] S.A. Vorobyov and I. Skrypnik, "Atomic radial basis function network and
its application in process fault diagnosis," in Proc. 7th Turkish Sympos. Artificial Intelligence and Neural Networks, Bilkent University, Ankara, Turkey, June 2426, 1998, pp. 252259.
[280] Ye.V.
Bodyanskiy, S.A. Vorobyov, and N.S. Lamonova, "Artificial neural network for activation
function nonlinearity parameter adjustment," in Proc. 7th Turkish Sympos. Artificial Intelligence and Neural Networks, Bilkent University, Ankara, Turkey, June 2426, 1998, pp. 244251.
[281] Ye.V.
Bodyanskiy, S.A. Vorobyov, and I.P. Pliss, "Artificial neural network and learning
algorithms for analysis of nonstationary multiharmonic
stochastic sequences," invited talk, in Proc. Conf. Computer Modeling, Belgorod, Russia, Oct. 36, 1998, pp. 38 (in Russian).
[282] S.A. Vorobyov, T. Naumec, and T. Putyatina,
"Application of neural networks for adaptive control of nonlinear objects,"
in Proc. 4th Conf. Theory and Technology of Information Broadcasting,
Telecasting and Processing, Kharkiv, Ukraine, Sept. 2830, 1998, p. 155 (in Russian).
[283] Ye.V.
Bodyanskiy and S.A. Vorobyov, "Artificial
neural network and learning algorithms for identification of nonlinear
nonstationary stochastic objects," in Proc. 5th Ukrainian Conf.
Automatic Control, Avtomatika'98, Kyiv, Ukraine, May 1518, 1998, vol. 3, pp. 351355 (in Russian).
[284] Ye.V.
Bodyanskiy, S.A. Vorobyov, and N.S. Lamonova, "Mathematical modeling
of fault detections in active systems using artificial neural networks,"
in Proc. Ergonomics in Automobiles, Kharkiv,
Ukraine, Nov. 1820, 1997, pp. 1719 (in Russian).
[285] S.A. Vorobyov and N.S. Lamonova, "Adaptive abrupt changes detection in
stochastic sequences using artificial neural networks," in Proc. 3rd
Conf. Theory and Technology of Information Broadcasting, Telecasting and
Processing, Tuapse, Russia, Sept. 1618, 1997, p. 173 (in Russian).
[286] S.A. Vorobyov and N.S. Lamonova, "Application of neural networks for fault
detection," in Proc. Conf. Electronics and Youth in XXI century, Kharkiv, Ukraine, Apr. 2224, 1997, p. 243 (in Russian).
[287] Ye.V.
Bodyanskiy, S.A. Vorobyov, and I.P. Pliss, "Adaptive fault detection for dynamical systems
with periodic output signal," in Proc. 3rd Ukrainian Conf. Automatic
Control, Avtomatika'96, Sevastopol, Ukraine, Sept. 914, 1996, vol. 1, pp. 5859 (in Russian).
[288] A.V. Belogurova,
Ye.V. Bodyanskiy, S.A. Vorobyov,
and I.P. Pliss, "A new method for ECG analysis
based on fault detection in rhythm," in Proc. Conf. MicroCADSystems, Kharkiv, Ukraine,
May 3031, 1996, vol.
1, p. 29 (in Russian).
[289] S.A. Vorobyov and S.A. Suharev, "Adaptive algorithm for filter forgetting
factor control with application to maneuvered plane
tracking," in Proc. 22th Conf. Gagarin's
Lectures, Moscow, Russia, Apr. 26, 1996, vol. 4, pp. 4142 (in Russian).
[290] S.A. Vorobyov,
"Generalized filtering of stochastic processes," in Proc. 1st
Conf. Theory and Technology of Information Broadcasting, Telecasting and
Processing'', Tuapse, Russia, Sept. 1821, 1995, p. 57 (in Russian).
[291] S.A. Vorobyov,
"Generalized adaptive prediction of one-dimensional stochastic
processes," in Proc. 2nd Ukrainian Conf. of Young Scientists:
Mathematics, Kyiv, Ukraine, May 16-18, 1995, vol. 1, pp. 3340 (in Russian).
[292] Ye.V.
Bodyanskiy and S.A. Vorobyov, "Adaptive
forecasting of time series under structural uncertainty," in Proc. 1st
Ukrainian Conf. Automatic Control, Avtomatika'94, Kyiv, Ukraine, May 1823, 1994, vol. 1, p. 49 (in
Russian).
Technical Reports
[293] Ye.V.
Bodyanskiy, S.A. Vorobyov, and N.S. Lamonova, "Fault detection in nonlinear dynamic
systems using neural networks," Deposited with National
Scientific Technical Library of Ukraine, Report No.18, Kyiv, Jan. 12, 1998,
8 pages (in Russian).
[294] S.A. Vorobyov and I.P. Pliss, "Adaptive diagnosis of dynamic objects with
harmonic output signal," Deposited with Ukrainian Institute of
Scientific, Technical and Economic Information, Report No.130, Kyiv, Nov.
18, 1996, 14 pages (in Russian).
[295] Ye.V.
Bodyanskiy and S.A. Vorobyov, "Adaptive
algorithm for fault detection in stochastic sequences," Deposited with
National Scientific Technical Library of Ukraine, Report No.527, Kyiv, Feb.
2, 1996, 10 pages (in Russian).
[296] S.A. Vorobyov and Ye.V. Bodyanskiy, "On one
adaptive filtering algorithm," Deposited with National Scientific
Technical Library of Ukraine, Report No.528, Kyiv, Feb. 2, 1996, 17 pages
(in Russian).
[297] S.A. Vorobyov, "Multi-step
multi-model forecasting of stochastic sequences," Deposited with
National Scientific Technical Library of Ukraine, Report No.
1279, Kyiv, May 26, 1995, 10 pages (in Russian).
[298] Ye.
V. Bodyanskiy and S.A. Vorobyov, "An approach to
adaptive forecasting of time series," Deposited with National Scientific Technical Library
of Ukraine, Report No. 1067, Kyiv, June 3, 1994,
17 pages (in Russian).