Research output per year
Research output per year
Personal profile
Artistic and research interests
Brief biography
Dr. Vorobyov is a Professor with the Department of Signal Processing and Acoustics, Aalto University, Finland. He has been previously with the University of Alberta, Alberta, Canada as an Assistant, Associate and then Full Professor. Since his graduation, he also held various research and faculty positions at Kharkiv National University of Radio Electronics, Ukraine; the Institute of Physical and Chemical Research (RIKEN), Japan; McMaster University, Canada; Duisburg-Essen University and Darmstadt University of Technology, Germany; and Heriot-Watt University, U.K. He is a recipient of the 2004 IEEE Signal Processing Society Best Paper Award, the 2007 Alberta Ingenuity New Faculty Award, the 2011 Carl Zeiss Award (Germany), the 2012 NSERC Discovery Accelerator Award, and other research awards.
Research interests
Prof. Vorobyov’s research interests include optimization and multi-liner algebra methods and algorithms with applications in signal processing; statistical and array signal processing; sparse signal processing; estimation and detection theory; sampling theory; and multi-antenna, large scale, cooperative, and cognitive systems and algorithms.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctoral degree, Natural Sciences, National Technical University Kharkov Polytechnical Institute
Award Date: 15 Jan 2002
Keywords
- Optimization and Learning
- Convex optimization
- Large-Scale Optimization
- Statistical Signal Processing
- Image Processing
- Robust Algorithms
- Radar
- Wireless Communications
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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AdaBoost-Based Efficient Channel Estimation and Data Detection in One-Bit Massive MIMO
Esfandiari, M., Vorobyov, S. A. & Heath, R. W., 31 May 2024, (E-pub ahead of print) In: IEEE Transactions on Wireless Communications.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Beamforming Design for Integrated Sensing, Computation Over-the-Air, and Communication in Internet of Robotic Things
Dong, K., Vorobyov, S. A., Yu, H. & Taleb, T., 14 Aug 2024, (E-pub ahead of print) In: IEEE Internet of Things Journal. 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Deep Tensor 2-D DOA Estimation for URA
Zheng, H., Shi, Z., Zhou, C., Vorobyov, S. A. & Gu, Y., 23 Aug 2024, (E-pub ahead of print) In: IEEE Transactions on Signal Processing. p. 1-17 17 p.Research output: Contribution to journal › Article › Scientific › peer-review
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Noise Reduction in Automotive Pulse Radar using Signal Subspace and Presumed Ambiguity Function
Zhu, L., Liu, Y., Vorobyov, S. A., He, D., Guan, K., Zhong, Z. & Chang, L., 2024, In: IEEE Transactions on Vehicular Technology. 73, 7, p. 10708-10713 6 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile19 Downloads (Pure) -
ADMM-Based Solution for mmWave UL Channel Estimation with One-Bit ADCs via Sparsity Enforcing and Toeplitz Matrix Reconstruction
Esfandiari, M., Vorobyov, S. A. & Heath, R. W., 2023, ICC 2023 - IEEE International Conference on Communications: Sustainable Communications for Renaissance. Zorzi, M., Tao, M. & Saad, W. (eds.). IEEE, p. 1338-1343 6 p. (IEEE International Conference on Communications; vol. 2023-May).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile30 Downloads (Pure)
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AI Based RAN: Towards Scalable and AI-Based Solutions for Beyond-5G Radio Access Networks
Vorobyov, S., Esfandiari, M., Hassas Irani, K. & Zhang, T.
01/01/2023 → 31/12/2025
Project: Academy of Finland: Other research funding
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MASSIVE AND SPARSE ANTENNA ARRAY PROCESSING FOR MILLIMETERWAVE COMMUNICATIONS
Vorobyov, S., Kocharlakota, K., Neinavaie, M., Wang, X., Ghorbani Veshki, F., Esfandiari, M. & Dosti, E.
01/01/2019 → 31/12/2021
Project: Academy of Finland: Other research funding
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M-CUBE SPA
Vorobyov, S., Ghorbani Veshki, F. & Miettinen, J.
01/01/2017 → 31/03/2021
Project: EU: Framework programmes funding
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Transmit beamspace for active compressive sensing and communication with multiple waveforms
Upadhya, K., Gao, R., Vorobyov, S., Li, Y., Rizwan Ullah, R., Ghorbani Veshki, F., Dosti, E. & Kocharlakota, K.
01/09/2016 → 31/08/2020
Project: Academy of Finland: Other research funding
Prizes
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1st Price Best Paper Award
Vorobyov, Sergiy (Recipient), 15 Dec 2015
Prize: Award or honor granted for a specific work
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1st Price Best Student Paper Award in the 6th IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP' 2015
Vorobyov, Sergiy (Recipient), 2015
Prize: Award or honor granted for a specific work
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2007 Alberta Ingenuity New Faculty Award
Vorobyov, Sergiy (Recipient), 2007
Prize: Award or honor granted for a specific work
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2012 NSERC Discovery Accelerator Award
Vorobyov, Sergiy (Recipient), 2012
Prize: Award or honor granted for a specific work
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Awarded Carl Zeiss Award for teaching and developing new teaching methods in Ilmenau University of Technology, Germany, 01.05.2011 – 31.08.2011
Vorobyov, Sergiy (Recipient), 2011
Prize: Award or honor granted for a specific work
Activities
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European Signal Processing Conference
Sergiy Vorobyov (Member)
4 Sept 2023 → 8 Sept 2023Activity: Participating in or organising an event types › Chair of a conference, workshop, panel, session, tutorial or event
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European Association for Signal Processing (EURASIP) (External organisation)
Sergiy Vorobyov (Chair)
1 Jan 2018 → 31 Dec 2020Activity: Memberships (typically long-term positions of trust) › Position of trust in an academic community
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University of Texas at Austin
Sergiy Vorobyov (Visiting researcher)
1 Mar 2017 → 30 Mar 2017Activity: Visiting an external institution types › Visiting an external academic institution
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Foreign Organisation
Sergiy Vorobyov (Visiting researcher)
26 Jan 2016Activity: Visiting an external institution types › Visiting an external academic institution
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International Journal of Antennas and Propagation (Journal)
Sergiy Vorobyov (Guest editor)
2016 → 2017Activity: Publication peer-review and editorial work types › Membership of an editorial board
Press/Media
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New Computational Imaging Findings from Aalto University Discussed (Efficient Approximate Online Convolutional Dictionary Learning)
08/02/2024
1 item of Media coverage
Press/Media: Media appearance