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Dr. Sergiy A. Vorobyov
Professor
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Research
- Research
Interests: Optimization and Linear
Algebra Methods in Signal Processing, Communications, and Machine Learning;
Statistical and Array Signal Processing; Sparse Signal Processing;
Estimation and Detection Theory; Sampling Theory; Large-Scale, Cooperative
and Cognitive Systems
- My
Published and Unpublished Research Works / Software
- My
Google Scholar Page
- Research
Group
- Research Projects
NEWS!
- Jan.
2019: Dr. Mihai Iulian Florea has
been awarded the Aalto Dissertation Annual Award
of 2019 (1 out of total 7) for his Doctoral Thesis "Constructing
Accelerated Algorithms for Large-Scale Optimization: Framework,
Algorithms, and Applications". Congratulations
to Iulian!
- Jan.
2019: Dr. Yongzhe Li has been awarded the Aalto Dissertation Annual Award
of 2019 (1 out of total 7) for his Doctoral Thesis "Advances and New
Opportunities in MIMO Radar: Theoretical Analysis and Algorithms".
Congratulations to Yongzhe!
- Nov. 2018: Markus Yli-Niemi has graduated with Master Degree. The thesis is "Computationally
Efficient Algorithms for Radar Signal Design in Spectrally Busy
Environment". Congratulations to
Markus!
- Oct. 23, 2018:
Dr. Mihai Iulian Florea has graduated with Doctoral Degree.
Distinction and Annual Award have been recommended by the
opponents Prof. YURII NESTEROV and Prof. Jean-Christophe Pesquet. The Doctoral Thesis is "Constructing
Accelerated Algorithms for Large-Scale Optimization: Framework,
Algorithms, and Applications". Congratulations
to Iulian!
- Oct. 18, 2018: Dr. Yongzhe Li has graduated with
Doctoral Degree. Distinction has been recommended by the
opponents Prof. Fulvio Gini and Prof. Christ Richmond. The Doctoral Thesis
is "Advances and
New Opportunities in MIMO Radar: Theoretical Analysis and Algorithms".
Congratulations to Yongzhe!
- Sept. 2018: Farshad V. Veshki has graduated with Master
Degree. The thesis is "Supervised
Coupled Dictionary Learning for Multi-Focus Image Fusion". Congratulations to Farshad!
- Aug. 30, 2018:
Dr. Karthik Upadhya has graduated with
Doctoral Degree. The Doctoral Thesis is "Channel
Estimation in Large-Scale Multi-Antenna Systems for 5G and Beyond: Novel
Pilot Structures and Algorithms". His opponents were Prof. Erik
G. Larsson and Prof. A. Lee Swindlehurst. Congratulations to Karthik!
- Professor Sergiy A. Vorobyov
is named an IEEE Fellow active from January 2018. He is being
recognized for ‘contributions to optimization in robust signal
processing’. See Aalto news here.
- From Dec. 2016 to May
2017 Mr. Karthik Upadhya and in Feb.-Mar. 2017
prof. Sergiy Vorobyov are visiting the research group of prof. Robert
Heath at the University of Texas, Austin. Keep an eye to our future joint works.
- Dec. 15, 2015: Matthew W. Morency has won the 1st Price Best Student Paper Award in the 6th IEEE Int. Workshop Computational Advances in
Multi-Sensor Adaptive Processing, CAMSAP'2015 for the paper M.W.
Morency and S.A. Vorobyov, "An algebraic approach
to rank-constrained beamforming". Congratulations to Matthew!
- Dec. 2015: Matthew W. Morency has graduated with Master
Degree. The thesis is "Algebraic and
Adaptive MIMO Radar". Congratulations
to Matthew!
- Oct. 2014: Yongzhe Li has graduated with Master
Degree. The thesis is "Ambiguity Function
of the Transmit Beamspace-Based MIMO Radar". Congratulations to Yongzhe!
- June 22, 2014:
Prof. Vorobyov has delivered a tutorial "Tradeoffs
in MIMO radar" in the 8th IEEE Sensor Array
and Multichannel Signal Processing Workshop, SAM’2014
Awards and Honours
- 2018
elevated to IEEE Fellow
- 2015
1st Price Best Student Paper Award by Mr. Matthew W. Morency in the 6th IEEE CAMSAP'2015
- 2012 NSERC
Discovery Accelerator Award, Canada
- 2011 Carl
Zeiss Award, Germany
- 2007 Alberta
Ingenuity New Faculty Award, Alberta, Canada
- 2004 IEEE
Signal Processing Society's Best Paper Award for the paper co-authored by S.A. Vorobyov, A.B. Gershman, and Z.-Q. Luo that was published in Feb. 2003 issue of IEEE
Transactions on Signal Processing
- 1999 German
Academic Exchange Service DAAD
Young Scientist Fellowship, Germany
- 1996-1999 Outstanding
Young Scientist (Cabinet of Ministers) Fellowship, Ukraine
- 1996-1997 Young
Scientist Award (Ph.D. student), # PSU071075, Soros Foundation
(ISSEP)
- 1995-1996 Young
Scientist Award (Ph.D. student), # PSU061018, Soros Foundation
(ISSEP)
- 1989 Rank 3 in
universities' Physics Contest, Ukraine
- 1988 Rank 1 in
regional Geometry and Drawing Contest, Ukraine
Teaching
- ELEC-E5422 &
E54223 [Grad] (Aalto): Convex Optimization I & II; Fall 2020, Fall
2019, Fall 2018, Fall 2017, Fall 2016, Fall 2015, Fall 2014, Fall 2013, was
also S-88.4400 and ELEC-E5420
- ELEC-E5431
[Grad] (Aalto): Large Scale Data Analysis; Winter 2021,
Winter 2020, Winter 2019, Winter 2017, Winter 2016
- ELEC-C5310 [Undergrad]
(Aalto): Introduction to Estimation, Detection and Learning; Winter 2021,
Winter 2020
- ECE740 [Grad] (UofA): Convex Optimization; Winter 2012, Winter
2011, Summer 2011 (Ilmenau)
- EE338
[Undergrad] (UofA): Discrete Time Signals and
Systems; Fall 2012, Fall 2011, Fall 2010
- EE231
[Undergrad] (UofA): Numerical Analysis for
Electrical and Computer Engineers; Winter 2012, Winter 2011, Winter
2010, Winter 2009, Winter 2008
- EE485 [Undergrad]
(UofA): Digital Communications; Winter
2009, Winter 2008, Winter 2007
- ECE740 [Grad] (UofA): Statistical and Adaptive Signal Processing;
Winter 2010, Winter 2009, Winter 2008
Professional Societies and Service
- Membership:
EURASIP Member since 2005,
IEEE Member 2002-2005; IEEE Senior Member 2006-2017, IEEE Fellow since
2018
- Technical Committee Member: Signal Processing for Multisensor Systems (SPMuS), EURASIP (2017 - present)
- Technical
Committee Member: Sensor
Array and Multi-Channel Signal Processing (SAM) Technical Committee, IEEE Signal Processing
Society (2007 - 2012)
- Technical
Committee Member: Signal
Processing for Communication and Networking (SPCOM) Technical Committee,
IEEE Signal Processing
Society (2010 - 2016)
- Technical
Program Co-Chair: CAMSAP 2011, Asilomar
2011
- Senior Area Editor
for IEEE
Signal Processing Letters (2016 - 2020)
- Associate
Editor for IEEE
Transactions on Signal Processing (2006 - 2010)
- Associate
Editor for IEEE
Signal Processing Letters (2007 - 2009)
- Leading Guest Editor:
Special Issue on Optimization Techniques in Wireless Communications of EURASIP
Journal on Wireless Communications and Networking
- Reviewing for
Journals: IEEE Transactions on Signal
Processing, IEEE Journal on Selected Topics in Signal Processing, IEEE
Signal Processing Magazine, IEEE Signal Processing Letters, Neurocomputing,
EURASIP Journal on Signal Processing, Journal on Applied Signal
Processing, Digital Signal Processing, IEEE
Transactions on Wireless Communications, IEEE Transactions on
Communications, IEEE Journal on Selected Areas in Communications, IEEE
Communications Letters, EURASIP
Journal on Wireless Communications and Networking, IEEE Transactions on Vehicular Technology, IEEE Transactions on
Geoscience and Remote Sensing, IEEE Transactions on Neural Networks, Journal of the Acoustic
Society of America, etc.