Sergiy A. Vorobyov

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 126

Top Venues

CoRR

ICASSP

IEEE Trans. Signal Process.

IEEE Signal Process. Lett.

Publications

Luning Lin, Hang Zheng, Sergiy A. Vorobyov, Chengwei Zhou, Zhiguo Shi
Sensing-Aided Communication Channel Estimation with Tensor-Based Moving Target Localization. ICASSP (2024)
Feng Xu, Hang Zheng, Sergiy A. Vorobyov
Tensor-Based 2-D DOA Estimation for L-Shaped Nested Array. IEEE Trans. Aerosp. Electron. Syst. 60 (1) (2024)
Luoyan Zhu, Yinsheng Liu, Sergiy A. Vorobyov, Danping He, Ke Guan, Zhangdui Zhong, Liang Chang
Noise Reduction in Automotive Pulse Radar Using Signal Subspace and Presumed Ambiguity Function. IEEE Trans. Veh. Technol. 73 (7) (2024)
Majdoddin Esfandiari, Sergiy A. Vorobyov, Robert W. Heath Jr.
AdaBoost-Based Efficient Channel Estimation and Data Detection in One-Bit Massive MIMO. CoRR (2024)
Yongwei Huang, Hao Fu, Sergiy A. Vorobyov, Zhi-Quan Luo
Robust Adaptive Beamforming via Worst-Case SINR Maximization With Nonconvex Uncertainty Sets. IEEE Trans. Signal Process. 71 (2023)
Luoyan Zhu, Yinsheng Liu, Danping He, Sergiy A. Vorobyov, Zhangdui Zhong
A Low-complexity Noise Reduction Scheme for Target Detection in the 2D Integrated Sensing And Communication System. ICC Workshops (2023)
Feng Xu, Sergiy A. Vorobyov
An Iterative 2-D DOA Estimation Approach for L-shaped Nested Array. ACSSC (2023)
Hang Zheng, Chengwei Zhou, Sergiy A. Vorobyov, Qing Wang, Zhiguo Shi
Decomposed CNN for Sub-Nyquist Tensor-Based 2-D DOA Estimation. IEEE Signal Process. Lett. 30 (2023)
Xinjue Wang, Esa Ollila, Sergiy A. Vorobyov
Nonnegative Structured Kruskal Tensor Regression. CAMSAP (2023)
Endrit Dosti, Sergiy A. Vorobyov, Themistoklis Charalambous
A new class of composite objective multistep estimating sequence techniques. Signal Process. 206 (2023)
Ahmet M. Elbir, Kumar Vijay Mishra, Sergiy A. Vorobyov, Robert W. Heath Jr.
Twenty-Five Years of Advances in Beamforming: From convex and nonconvex optimization to learning techniques. IEEE Signal Process. Mag. 40 (4) (2023)
Tingting Zhang, Feng Xu, Sergiy A. Vorobyov
Transmit Energy Focusing For Parameter Estimation in Transmit Beamspace Slow-Time MIMO Radar. ICASSP (2023)
Farshad G. Veshki, Sergiy A. Vorobyov
An Efficient Approximate Method for Online Convolutional Dictionary Learning. CoRR (2023)
Farshad G. Veshki, Sergiy A. Vorobyov
Efficient Online Convolutional Dictionary Learning Using Approximate Sparse Components. ICASSP (2023)
Yanan Tian, Xiao Han, Sergiy A. Vorobyov, Weizhe Li
Improved Proportionate Least Mean Square/Fourth Based Channel Equalization for Underwater Acoustic Communications. CAMSAP (2023)
Majdoddin Esfandiari, Sergiy A. Vorobyov, Robert W. Heath Jr.
ADMM-Based Solution for mmWave UL Channel Estimation with One-Bit ADCs via Sparsity Enforcing and Toeplitz Matrix Reconstruction. ICC (2023)
Hang Zheng, Chengwei Zhou, Sergiy A. Vorobyov, Zhiguo Shi
Tensorized Neural Layer Decomposition for 2-D DOA Estimation. ICASSP (2023)
Farshad G. Veshki, Sergiy A. Vorobyov
Efficient Approximate Online Convolutional Dictionary Learning. IEEE Trans. Computational Imaging 9 (2023)
Jari Miettinen, Sergiy A. Vorobyov, Esa Ollila, Xinjue Wang
Correlation-Based Graph Smoothness Measures In Graph Signal Processing. EUSIPCO (2023)
Luoyan Zhu, Sergiy A. Vorobyov, Yinsheng Liu, Danping He, Zhangdui Zhong
Noise Reduction via Low Rank Tensor Decomposition for MIMO ISAC Systems. GLOBECOM (2023)
Feng Xu, Sergiy A. Vorobyov, Fawei Yang
Transmit Beamspace DDMA Based Automotive MIMO Radar. IEEE Trans. Veh. Technol. 71 (2) (2022)
Yongwei Huang, Wenzheng Yang, Sergiy A. Vorobyov
Robust Adaptive Beamforming Maximizing the Worst-Case SINR Over Distributional Uncertainty Sets for Random INC Matrix And Signal Steering Vector. ICASSP (2022)
Feng Xu, Matthew W. Morency, Sergiy A. Vorobyov
DOA Estimation for Transmit Beamspace MIMO Radar via Tensor Decomposition With Vandermonde Factor Matrix. IEEE Trans. Signal Process. 70 (2022)
Majdoddin Esfandiari, Sergiy A. Vorobyov
A Novel Angular Estimation Method in the Presence of Nonuniform Noise. ICASSP (2022)
Atchutaram K. Kocharlakota, Sergiy A. Vorobyov, Robert W. Heath Jr.
Attention Neural Network for Downlink Cell-Free Massive MIMO Power Control. IEEECONF (2022)
Xinjue Wang, Esa Ollila, Sergiy A. Vorobyov
Graph Neural Network Sensitivity Under Probabilistic Error Model. EUSIPCO (2022)
Majdoddin Esfandiari, Sergiy A. Vorobyov, Robert W. Heath Jr.
Sparsity Enforcing with Toeplitz Matrix Reconstruction Method for Mmwave Ul Channel Estimation with One-Bit Adcs. SAM (2022)
Endrit Dosti, Sergiy A. Vorobyov, Themistoklis Charalambous
Generalizing Nesterov's Acceleration Framework by Embedding Momentum Into Estimating Sequences: New Algorithm and Bounds. ISIT (2022)
Farshad G. Veshki, Sergiy A. Vorobyov
Coupled Feature Learning Via Structured Convolutional Sparse Coding for Multimodal Image Fusion. ICASSP (2022)
Xinjue Wang, Esa Ollila, Sergiy A. Vorobyov
Graph Neural Network Sensitivity Under Probabilistic Error Model. CoRR (2022)
Ahmet M. Elbir, Kumar Vijay Mishra, Sergiy A. Vorobyov, Robert W. Heath Jr.
Twenty-Five Years of Advances in Beamforming: From Convex and Nonconvex Optimization to Learning Techniques. CoRR (2022)
Farshad G. Veshki, Sergiy A. Vorobyov
Convolutional Simultaneous Sparse Approximation with Applications to RGB-NIR Image Fusion. CoRR (2022)
Farshad G. Veshki, Sergiy A. Vorobyov
Convolutional Simultaneous Sparse Approximation with Applications to RGB-NIR Image Fusion. IEEECONF (2022)
Farshad G. Veshki, Nora Ouzir, Sergiy A. Vorobyov, Esa Ollila
Multimodal image fusion via coupled feature learning. Signal Process. 200 (2022)
Yongwei Huang, Sergiy A. Vorobyov
Enhanced robust adaptive beamforming designs for general-rank signal model via an induced norm of matrix errors. Signal Process. 194 (2022)
Farshad G. Veshki, Sergiy A. Vorobyov
Efficient ADMM-Based Algorithms for Convolutional Sparse Coding. IEEE Signal Process. Lett. 29 (2022)
Endrit Dosti, Sergiy A. Vorobyov, Themistoklis Charalambous
A new accelerated gradient-based estimating sequence technique for solving large-scale optimization problems with composite structure. CDC (2022)
Yang Jing, Junli Liang, Sergiy A. Vorobyov, Xuhui Fan, Deyun Zhou
Efficient joint transmit waveform and receive filter design based on a general Lp-norm metric for sidelobe level of pulse compression. Signal Process. 188 (2021)
Jari Miettinen, Eyal Nitzan, Sergiy A. Vorobyov, Esa Ollila
Graph Signal Processing Meets Blind Source Separation. IEEE Trans. Signal Process. 69 (2021)
Farshad G. Veshki, Nora Ouzir, Sergiy A. Vorobyov, Esa Ollila
Coupled Feature Learning for Multimodal Medical Image Fusion. CoRR (2021)
Feng Xu, Matthew W. Morency, Sergiy A. Vorobyov
DOA Estimation for Transmit Beamspace MIMO Radar via Tensor Decomposition with Vandermonde Factor Matrix. CoRR (2021)
Farshad G. Veshki, Sergiy A. Vorobyov
Efficient ADMM-based Algorithms for Convolutional Sparse Coding. CoRR (2021)
Jari Miettinen, Sergiy A. Vorobyov, Esa Ollila
Modelling and studying the effect of graph errors in graph signal processing. Signal Process. 189 (2021)
Atchutaram K. Kocharlakota, Karthik Upadhya, Sergiy A. Vorobyov
Impact of Pilot Overhead and Channel Estimation on the Performance of Massive MIMO. IEEE Trans. Commun. 69 (12) (2021)
Hongyang Chen, Sergiy A. Vorobyov, Hing Cheung So, Fauzia Ahmad, Fatih Porikli
Introduction to the Special Issue on Tensor Decomposition for Signal Processing and Machine Learning. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Wanlu Shi, Yingsong Li, Sergiy A. Vorobyov
Low Mutual Coupling Sparse Array Design Using ULA Fitting. ICASSP (2021)
Wanlu Shi, Sergiy A. Vorobyov, Yingsong Li
ULA Fitting for Sparse Array Design. IEEE Trans. Signal Process. 69 (2021)
Hongyang Chen, Fauzia Ahmad, Sergiy A. Vorobyov, Fatih Porikli
Tensor Decompositions in Wireless Communications and MIMO Radar. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Majdoddin Esfandiari, Sergiy A. Vorobyov
Enhanced Standard Esprit For Overcoming Imperfections In DOA Estimation. ICASSP (2021)
Feng Xu, Sergiy A. Vorobyov
Constrained Tensor Decomposition for 2d DOA Estimation In Transmit Beamspace Mimo Radar with Subarrays. ICASSP (2021)
Yongwei Huang, Sergiy A. Vorobyov, Zhi-Quan Luo
Quadratic Matrix Inequality Approach to Robust Adaptive Beamforming for General-Rank Signal Model. IEEE Trans. Signal Process. 68 (2020)
Yang Jing, Junli Liang, Sergiy A. Vorobyov, Xuhui Fan, Deyun Zhou
Joint Design of Radar Transmit Waveform and Mismatched Filter with Low Sidelobes. EUSIPCO (2020)
Preeti Kumari, Sergiy A. Vorobyov, Robert W. Heath Jr.
Adaptive Virtual Waveform Design for Millimeter-Wave Joint Communication-Radar. IEEE Trans. Signal Process. 68 (2020)
Nora Ouzir, Esa Ollila, Sergiy A. Vorobyov
Data-Adaptive Similarity Measures for B-mode Ultrasound Images Using Robust Noise Models. IEEE J. Sel. Top. Signal Process. 14 (6) (2020)
Feng Xu, Sergiy A. Vorobyov, Xiaopeng Yang
Joint DOD and DOA Estimation in Slow-Time MIMO Radar via PARAFAC Decomposition. CoRR (2020)
Mihai I. Florea, Sergiy A. Vorobyov
A Generalized Accelerated Composite Gradient Method: Uniting Nesterov's Fast Gradient Method and FISTA. IEEE Trans. Signal Process. 68 (2020)
Nora Ouzir, Esa Ollila, Sergiy A. Vorobyov
Robust Registration of Multi-modal Medical Images Using Huber's Criterion. ACSSC (2020)
Majdoddin Esfandiari, Sergiy A. Vorobyov, Mahmood Karimi
New estimation methods for autoregressive process in the presence of white observation noise. Signal Process. 171 (2020)
Mohammad Neinavaie, Mostafa Derakhtian, Sergiy A. Vorobyov
Lossless Dimension Reduction for Integer Least Squares With Application to Sphere Decoding. IEEE Trans. Signal Process. 68 (2020)
Mohammad Neinavaie, Mostafa Derakhtian, Sergiy A. Vorobyov
A Complexity Efficient DMT-Optimal Tree Pruning Based Sphere Decoding. ICASSP (2020)
Jari Miettinen, Eyal Nitzan, Sergiy A. Vorobyov, Esa Ollila
Graph Signal Processing Meets Blind Source Separation. CoRR (2020)
Jari Miettinen, Sergiy A. Vorobyov, Esa Ollila
Blind Source Separation of Graph Signals. ICASSP (2020)
Farshad G. Veshki, Nora Ouzir, Sergiy A. Vorobyov
Image Fusion using Joint Sparse Representations and Coupled Dictionary Learning. ICASSP (2020)
Feng Xu, Sergiy A. Vorobyov, Xiaopeng Yang
Joint DOD and DOA Estimation in Slow-Time MIMO Radar via PARAFAC Decomposition. IEEE Signal Process. Lett. 27 (2020)
Feng Xu, Matthew W. Morency, Sergiy A. Vorobyov
Tensor Decomposition Based DOA Estimation for Transmit Beamspace MIMO Radar. EUSIPCO (2020)
Yongwei Huang, Mingkang Zhou, Sergiy A. Vorobyov
Mvdr Robust Adaptive Beamforming Design with Direction of Arrival and Generalized Similarity Constraints. ICASSP (2019)
Mihai I. Florea, Sergiy A. Vorobyov
An Accelerated Composite Gradient Method for Large-Scale Composite Objective Problems. IEEE Trans. Signal Process. 67 (2) (2019)
Yongwei Huang, Hao Fu, Sergiy A. Vorobyov, Zhi-Quan Luo
Worst-Case SINR Maximization Based Robust Adaptive Beamforming Problem with a Nonconvex Uncertainty Set. CAMSAP (2019)
Preeti Kumari, Sergiy A. Vorobyov, Robert W. Heath Jr.
Adaptive Virtual Waveform Design for Millimeter-Wave Joint Communication-Radar. CoRR (2019)
Matthew W. Morency, Sergiy A. Vorobyov
Algebraic Geometry Based Design for Generalized Sidelobe Canceler. ACSSC (2019)
Majdoddin Esfandiari, Sergiy A. Vorobyov, Mahmood Karimi
Non-iterative Subspace-based Method for Estimating AR Model Parameters in the Presence of White Noise with Unknown Variance. ACSSC (2019)
Mohammad Neinavaie, Mostafa Derakhtian, Sergiy A. Vorobyov
Lossless Size Reduction for Integer Least Squares with Application to Sphere Decoding. CoRR (2019)
Majdoddin Esfandiari, Sergiy A. Vorobyov, Simin Alibani, Mahmood Karimi
Non-Iterative Subspace-Based DOA Estimation in the Presence of Nonuniform Noise. IEEE Signal Process. Lett. 26 (6) (2019)
Atchutaram K. Kocharlakota, Karthik Upadhya, Sergiy A. Vorobyov
On Achievable Rates for Massive Mimo System with Imperfect Channel Covariance Information. ICASSP (2019)
Jari Miettinen, Sergiy A. Vorobyov, Esa Ollila
Robust Least Mean Squares Estimation of Graph Signals. ICASSP (2019)
Farshad G. Veshki, Sergiy A. Vorobyov
An Efficient Coupled Dictionary Learning Method. IEEE Signal Process. Lett. 26 (10) (2019)
Atchutaram K. Kocharlakota, Karthik Upadhya, Sergiy A. Vorobyov
On the Spectral Efficiency for Massive MIMO Systems With Imperfect Spacial Covariance Information. CoRR (2019)
Yongwei Huang, Sergiy A. Vorobyov, Zhi-Quan Luo
A New Quadratic Matrix Inequality Approach to Robust Adaptive Beamforming for General-rank Signal Model. ICASSP (2019)
Yongwei Huang, Mingkang Zhou, Sergiy A. Vorobyov
New Designs on MVDR Robust Adaptive Beamforming Based on Optimal Steering Vector Estimation. IEEE Trans. Signal Process. 67 (14) (2019)
Nora Ouzir, Esa Ollila, Sergiy A. Vorobyov
ML-based Motion Estimation in Ultrasound Images Using Heavy-tailed Noise Distributions. CAMSAP (2019)
Majdoddin Esfandiari, Sergiy A. Vorobyov, Simin Alibani, Mahmood Karimi
Non-Iterative Subspace-Based DOA Estimation in the Presence of Nonuniform Noise. CoRR (2019)
Mohammad Neinavaie, Mostafa Derakhtian, Negar Daryanavardan, Sergiy A. Vorobyov
A Complexity Efficient DMT-Optimal Tree Pruning Based Sphere Decoding. CoRR (2019)
Farshad G. Veshki, Sergiy A. Vorobyov
A Fast Dictionary Learning Method for Coupled Feature Space Learning. CoRR (2019)
Kumar Vijay Mishra, M. R. Bhavani Shankar, Visa Koivunen, Björn E. Ottersten, Sergiy A. Vorobyov
Toward Millimeter-Wave Joint Radar Communications: A signal processing perspective. IEEE Signal Process. Mag. 36 (5) (2019)
Preeti Kumari, Nitin Jonathan Myers, Sergiy A. Vorobyov, Robert W. Heath Jr.
A Combined Waveform-Beamforming Design for Millimeter-Wave Joint Communication-Radar. ACSSC (2019)
Jari Miettinen, Sergiy A. Vorobyov, Esa Ollila
Modelling Graph Errors: Towards Robust Graph Signal Processing. CoRR (2019)
Karthik Upadhya, Sergiy A. Vorobyov, Robert W. Heath Jr.
Low-Overhead Receiver-Side Channel Tracking for Mmwave Mimo. ICASSP (2018)
Mihai I. Florea, Adrian Basarab, Denis Kouame, Sergiy A. Vorobyov
An Axially Variant Kernel Imaging Model Applied to Ultrasound Image Reconstruction. IEEE Signal Process. Lett. 25 (7) (2018)
Mihai I. Florea, Adrian Basarab, Denis Kouame, Sergiy A. Vorobyov
Restoration of Ultrasound Images Using Spatially-Variant Kernel Deconvolution. ICASSP (2018)
Yongwei Huang, Sergiy A. Vorobyov
An Inner SOCP Approximate Algorithm for Robust Adaptive Beamforming for General-Rank Signal Model. IEEE Signal Process. Lett. 25 (11) (2018)
Karthik Upadhya, Sergiy A. Vorobyov
Covariance Matrix Estimation for Massive MIMO. IEEE Signal Process. Lett. 25 (4) (2018)
Matthew W. Morency, Sergiy A. Vorobyov, Geert Leus
Joint Detection and Localization of an Unknown Number of Sources Using Algebraic Structure of the Noise Subspace. CoRR (2018)
Karthik Upadhya, Sergiy A. Vorobyov, Mikko Vehkaperä
Downlink Performance of Superimposed Pilots in Massive MIMO Systems. IEEE Trans. Wirel. Commun. 17 (10) (2018)
Yongzhe Li, Sergiy A. Vorobyov
Fast Algorithms for Designing Unimodular Waveform(s) With Good Correlation Properties. IEEE Trans. Signal Process. 66 (5) (2018)
Markus Yli-Niemi, Sergiy A. Vorobyov
Computationally Efficient Waveform Design in Spectrally Dense Environment. SAM (2018)
Matthew W. Morency, Sergiy A. Vorobyov, Geert Leus
Joint Detection and Localization of an Unknown Number of Sources Using the Algebraic Structure of the Noise Subspace. IEEE Trans. Signal Process. 66 (17) (2018)
Karthik Upadhya, Sergiy A. Vorobyov
Covariance Matrix Estimation for Massive MIMO. CoRR (2018)
Yongzhe Li, Sergiy A. Vorobyov
Joint Space-(Slow) Time Transmission with Unimodular Waveforms and Receive Adaptive Filter Design for Radar. ICASSP (2018)
Preeti Kumari, Robert W. Heath Jr., Sergiy A. Vorobyov
Virtual Pulse Design for IEEE 802.11AD-Based Joint Communication-Radar. ICASSP (2018)
Jari Miettinen, Sergiy A. Vorobyov, Esa Ollila
Graph Error Effect in Graph Signal Processing. ICASSP (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sergiy A. Vorobyov