Publications
Google Scholar Page:
http://scholar.google.com/citations?user=dKNh-14AAAAJ
Scopus
https://www.scopus.com/authid/detail.uri?authorId=57206437785
Books
Yongwei Huang, Introduction to Robust Optimization and Its Applications (in Chinese), China Science Press, September 2021. (黄永伟, 《鲁棒优化导论与应用》, 科学出版社, 09.2021)
Book Chapters
Yongwei Huang, Antonio De Maio, and Shuzhong Zhang, "Semidefinite Programming, Matrix Decomposition, and Radar Code Design," in Convex Optimization in Signal Processing and Communications, D. P. Palomar and Y. Eldar, Eds., Cambridge University Press, 2010, chapter 6.
Yongwei Huang, "Robust Beamforming Optimization for the Secondary Transmission in a Spectrum Sharing Cognitive Radio Network," in Spectrum Sharing in Wireless Networks: Fairness, Efficiency, and Security, J. D. Matyjas, S. Kumar, and F. Hu, Eds., CRC Press, 2016, chapter 21.
Marco Piezzo, Yongwei Huang, Augusto Aubry, and Antonio De Maio, "Constrained Radar Code Design for Spectrally Congested Environments via Quadratic Optimization," in Radar Waveform Design Based on Optimization Theory, G. Cui, A. De Maio, A. Farina, and J. Li, Eds., IET Scitech Series on Radar Theory, 2020.
Guolong Cui, Xianxiang Yu, Goffredo Foglia, Yongwei Huang, and Jian Li, "Quadratic Optimization for Unimodular Sequence Synthesis and Applications," in Radar Waveform Design Based on Optimization Theory, G. Cui, A. De Maio, A. Farina, and J. Li, Eds., IET Scitech Series on Radar Theory, 2020.
Journal and Conference Papers
2024
Jianfeng He, Antonio De Maio, and Yongwei Huang, Emerging Trends in Radar: Robust Sparse Beamforming for Radar Array Processing, submitted to IEEE Aerospace and Electronic Systems Magazine, October. 2024
Yongwei Huang, Xianlian Li, Hing Cheung So, and Jingwei Xu, "Robust Adaptive Beamforming with Nonconvex Union of Multiple Steering Vector Uncertainty Sets," IEEE Transactions on Aerospace and Electronic Systems, November 2024. "Early Access" at https://ieeexplore.ieee.org/document/10742921
Junli Liang, Tao Wang, Wei Liu, Hing Cheung So, Yongwei Huang, and Bo Tang, "Constant Modulus Waveform Estimation and Interference Suppression via Two-stage Fractional Program-based Beamforming," IEEE Transactions on Signal Processing, Vol. 72, pp. 2348-2363, April 2024.
Yingxing Lu and Yongwei Huang, "Robust Receive Beamforming and Reflection Coefficients Optimization in an IRS-Aided Decode-and-Forward Relay System," IET Electronic Letters, Vol. 60, No. 2, pp. 1-4, January 2024.
Yongwei Huang, Bocheng Li, and Sergiy A. Vorobyov, "Optimal Adaptive Beamforming with Robust Sidelobe Level Control Against the Mismatches of the Steering Vectors," Proceedings of the 32nd European Signal Processing Conference (EUSIPCO 2024), pp. 2162-2166, 26-30 August 2024, Lyon, France.
Yongwei Huang and Jiachao Liang, "Joint Robust Optimal Transmit and Receive Beamforming Designs for a DFRC System for the MIMO Radar and Secondary Multicast Communication in a Cognitive Radio Network," Proceedings of the 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2024), pp. 8801-8805, 14-19 April 2024, Seoul, Korea.
2023
Yongwei Huang, Hao Fu, Sergiy A. Vorobyov, and Zhi-Quan Luo, "Robust Adaptive Beamforming via Worst-Case SINR Maximization With Nonconvex Uncertainty Sets," IEEE Transactions on Signal Processing, Vol. 71, pp. 218-232, March 2023. The IEEE Signal Processing Society’s top 25 downloaded articles from Sept. 2022 - Sept. 2023 for IEEE Transactions on Signal Processing on IEEE Xplore
Chikun Liao, Feng Wang, Guojun Han, Yongwei Huang, Vincent K. N. Lau, "Beamforming Design for Hybrid Active-Passive RIS Assisted Integrated Sensing and Communications," IEEE Communications Letters, Vol. 27, No. 11, pp. 2938-2942, 2023.
Junyi Li, Feng Wang, and Yongwei Huang, "Robust Transmit Beamforming Using OSTBC in a Multicast Network," Proceedings of International ITG the 26th Workshop on Smart Antennas and the 13th Conference on Systems, Communications, and Coding (WSA and SCC 2023), pp. 102-106, 27 February–03 March, 2023, Braunschweig, Germany.
Jiachao Liang and Yongwei Huang, "Online Learning Network Methods for a Joint Transmit Waveform and Receive Beamforming Design for a DFRC System," Proceedings of the 22nd IEEE Statistical Signal Processing Workshop (IEEE SSP 2023), pp. 482-486, 2-5 July 2023, Hanoi, Vietnam.
Xianlian Lin, Yongwei Huang, Wenzheng Yang, and Jingwei Xu, "Robust Adaptive Beamforming with Multiple Signal Mismatch Constraints: A Sequential Convex Approximation Method," Proceedings of the 31st European Signal Processing Conference (EUSIPCO 2023), pp. 1634-1638, September 4-8, Helsinki, Finland.
2022
Yongwei Huang and Sergiy A. Vorobyov, "Enhanced Robust Adaptive Beamforming Designs for General-Rank Signal Model via an Induced Norm of Matrix Errors," Signal Processing, Vol. 194, pp. 1-9, May 2022.
Wenhua Wu, Guojun Han, Yunhe Cao, Yongwei Huang, and Tat-Soon Yeo, "MIMO Waveform Design for Dual Functions of Radar and Communication with Space-Time Coding," IEEE Journal on Selected Areas in Communications, Vol. 40, No. 6, pp. 1906-1917, June 2022.
Wenhua Wu, Guojun Han, Yunhe Cao, Yongwei Huang, "MIMO Waveform Design for Radar and Communication Integrated System in the Presence of Active Interferences," Digital Signal Proces- sing, Vol. 129, 103685, 2022.
Yongwei Huang, Wenzheng Yang, and Sergiy A. Vorobyov, "Robust Adaptive Beamforming Maximizing the Worst-Case SINR over Distributional Uncertainty Sets for Random INC Matrix and Signal Steering Vector," Proceedings of the 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2022), pp. 4918-4922, 22-27 May, 2022, Singapore.
2021
Yongwei Huang and Longtao Zhou, "MISO NOMA Downlink Beamforming Optimization with Per-Antenna Power Constraints," Signal Processing, Vol. 171, pp. 1-9, February, 2021.
Xianming Lin, Yongwei Huang, and Wing-Kin Ma, "Robust Downlink Transmit Optimization under Quantized Channel Feedback via the Strong Duality for QCQP," IEEE Signal Processing Letters, Vol. 28, pp. 1-5, January 2021. The IEEE Signal Processing Society’s top 25 downloaded articles from Sept. 2021 - Sept. 2022 for IEEE Signal Processing Letters on IEEE Xplore
2020
Yongwei Huang, Sergiy A. Vorobyov, and Zhi-Quan Luo, "Quadratic Matrix Inequality Approach to Robust Adaptive Beamforming for General-Rank Signal Model," IEEE Transactions on Signal Processing, Vol. 68, No. 1, pp. 2244-2255, December 2020.
2019
Yongwei Huang, Mingkang Zhou, and Sergiy A. Vorobyov, "New Designs on MVDR Robust Adaptive Beamforming Based on Optimal Steering Vector Estimation," IEEE Transactions on Signal Processing, Vol. 67, No. 14, pp. 3624-3638, July 2019.
Mostafa Medra, Yongwei Huang, and Tim N. Davidson, "Offset-Based Beamforming: A New Approach to Robust Downlink Transmission," IEEE Transactions on Signal Processing, Vol. 67, No. 1, pp. 70-82, January 2019.
Yongwei Huang, Hao Fu, Sergiy A. Vorobyov, and Zhi-Quan Luo, "Worst-Case SINR Maximization Based Robust Adaptive Beamforming Problem with a Nonconvex Uncertainty Set," the Eighth IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2019), pp. 31-35, December 15-18, 2019, Guadeloupe, French West Indies.
Maobiao Yang, Antonio De Maio, and Yongwei Huang, "Efficient Algorithms for Robust Factored Radar STAP," the Eighth IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP 2019), pp. 510-514, December 15-18, 2019, Guadeloupe, French West Indies.
Yongwei Huang, Mingkang Zhou, and Sergiy A. Vorobyov, "MVDR Robust Adaptive Beamforming Design with Direction of Arrival and Generalized Similarity Constraints," Proceedings of the 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019), pp. 4330-4334, 12-17 May, 2019, Brighton, UK.
Yongwei Huang, Sergiy A. Vorobyov, and Zhi-Quan Luo, "A New Quadratic Matrix Inequality Approach to Robust Adaptive Beamforming for General-Rank Signal Model," Proceedings of the 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019), pp. 4335-4339, 12-17 May, 2019, Brighton, UK.
2018
Yongwei Huang and Sergiy 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. 1735-1739, November 2018.
Shuyan Hu, Chongbin Xu, Xin Wang, Yongwei Huang, and Shunqin Zhang, "A Stochastic ADMM Approach to Distributed Coordinated Multicell Beamforming for Renewables Powered Wireless Cellular Networks," IEEE Transactions on Vehicular Technology, Vol. 67, No. 9, pp. 8595-8607, September 2018.
Feng Wang, Tao Peng, Yongwei Huang, "Decentralized Robust Transceiver Designs for MISO SWIPT Interference Channel," IEEE Access, Vol. 6, pp. 4537-4546, February 2018.
Maobiao Yang and Yongwei Huang, "Robust Semi-Variance Downside Risk Portfolio Problems: A Convex Optimization Approach," Proceedings of the IEEE Statistical Signal Processing Workshop (IEEE SSP) 2018, pp. 781-785, June 10-13, 2018, Freiburg, Germany.
2017
Guolong Cui, Xianxiang Yu, Goffredo Foglia, Yongwei Huang, and Jian Li, "Quadratic Optimization with Similarity Constraint for Unimodular Sequence Synthesis," IEEE Transactions on Signal Processing, Vol. 65, No. 18, pp. 4756-4769, September 2017.
Feng Wang, Chongbin Xu, Yongwei Huang, Xin Wang, and Xiqi Gao, "REEL-BF Design: Achieving the SDP Bound for Downlink Beamforming with Arbitrary Shaping Constraints," IEEE Transactions on Signal Processing, Vol. 65, No. 10, pp. 2672-2685, May 2017.
Yongwei Huang, "An Improved Design of Robust Adaptive Beamforming Based on Steering Vector Estimation," Proceedings of the Seventh IEEE Workshop on Computational Advances in Multi-Sensor Adaptive Processing 2017 (CAMSAP 2017), pp. 700-704, December 10-13, 2017, Curacao, Dutch Antilles.
Yongwei Huang, Marco Piezzo, Vincenzo Carotenuto, and Antonio De Maio, "Radar Waveform Design Under Similarity, Bandwidth Priority, and Spectral Coexistence Constraints," Proceedings of 2017 IEEE Radar Conference (RadarCon' 17), pp. 1142-1147, May 8-13, 2017, Seattle, WA, USA.
2016
Augusto Aubry, Antonio De Maio, Yongwei Huang, and Marco Piezzo, "Robust Design of Radar Doppler Filters," IEEE Transactions on Signal Processing, Vol. 64, No. 22, pp. 5848-5860, November 2016.
Augusto Aubry, Antonio De Maio, and Yongwei Huang, "MIMO Radar Beampattern Design Via PSL/ISL Optimization," IEEE Transactions on Signal Processing, Vol. 64, No. 15, pp. 3955-3967, August 2016.
Mostafa Medra, Yongwei Huang, Wing-Kin Ma, and Tim N. Davidson, "Low-Complexity Robust MISO Downlink Precoder Design under Imperfect CSI," IEEE Transactions on Signal Processing, Vol. 64, No. 12, pp. 3237-3249, June 2016.
Augusto Aubry, Antonio De Maio, Yongwei Huang, and Marco Piezzo, "Radar Filters Design in the Presence of Target Doppler Frequency and Interference Covariance Matrix Uncertainties," Proceedings of Sensor Signal Processing for Defence 2016, September 22-23, 2016, Edinburgh UK.
Tao Peng, Feng Wang, Yongwei Huang, and Xin Wang, "Robust Transceiver Optimization for MISO SWIPT Interference Channel: A Decentralized Approach," Proceedings of the 2016 IEEE 83rd Vehicular Technology Conference, May 15-18, 2016, Nanjing, China.
Feng Wang, Chongbin Xu, Yongwei Huang, Xin Wang, and Xiqi Gao, "LiST-BF Design for Downlink Beamforming with Arbitrary Shaping Constraints," Proceedings of the 2016 IEEE Global Communications Conference, December 4-8, 2016, Washington, DC, USA.
2015
Feng Wang, Tao Peng, Yongwei Huang, and Xin Wang, "Robust Transceiver Optimization for Power-Splitting Based Downlink MISO SWIPT Systems," IEEE Signal Processing Letters, Vol. 22, No. 9, pp. 1492-1496, September 2015.
Feng Wang, Yongwei Huang, Xin Wang, and Yu Zhu, "Robust Beamforming Designs for Multiuser MISO Downlink with Per-Antenna Power Constraints," EURASIP Journal on Wireless Communications and Networking, Vol. 2015, No. 204, pp. 1-16, August 2015.
Augusto Aubry, Antonio De Maio, Yongwei Huang, Marco Piezzo, and Alfonso Farina, "A New Radar Waveform Design Algorithm with Improved Feasibility for Spectral Coexistence," IEEE Transactions on Aerospace and Electronic Systems, Vol. 52, No. 2, pp. 1029-1038, April 2015.
Augusto Aubry, Antonio De Maio, and Yongwei Huang, "PSL-Based Beampattern Design for MIMO Radar Systems," Proceedings of 2015 IEEE International Radar Conference (RadarCon 2015), pp. 231-236, May 10-15, 2015, Arlington, Virginia, USA.
2014
Antonio De Maio and Yongwei Huang, "New Results on Fractional QCQP with Applications to Radar Steering Direction Estimation," IEEE Signal Processing Letters, Vol. 21, No. 7, pp. 895-898, July 2014.
Yongwei Huang and Daniel P. Palomar, "Randomized Algorithms for Optimal Solutions of Double-Sided QCQP with Applications in Signal Processing," IEEE Transactions on Signal Processing, Vol. 62, No. 5, pp. 1093-1108, March 2014.
2013
Yongwei Huang, Daniel P. Palomar, and Shuzhong Zhang, "Lorentz-Positive Maps and Quadratic Matrix Inequalities with Applications to Robust MISO Transmit Beamforming," IEEE Transactions on Signal Processing, Vol. 61, No. 5, pp. 1121-1130, March 2013.
2012
Rui Wang, Meixia Tao, and Yongwei Huang, "Linear Precoding Designs for Amplify-and-Forward Multiuser Two-Way Relay Systems," IEEE Transactions on Wireless Communications, Vol. 11, No. 12, pp. 4457-4469, December 2012.
Yongwei Huang, Qiang Li, Wing-Kin Ma, and Shuzhong Zhang, "Robust Multicast Beamforming for Spectrum Sharing-based Cognitive Radios," IEEE Transactions on Signal Processing, Vol. 60, No. 1, pp. 527-533, January 2012.
Yongwei Huang, Daniel P. Palomar, and Shuzhong Zhang, "Lorentz-Positive Maps with Applications to Robust Downlink Beamforming," Proceedings of the 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2012), pp. 2801-2804, March 25-30, 2012, Kyoto, Japan.
2011
Antonio De Maio, Yongwei Huang, Marco Piezzo, Shuzhong Zhang, and Alfonso Farina, "Design of Radar Receiver Filters Optimized According to Lp-norm Based Criteria," IEEE Transactions on Signal Processing, Vol. 59, No. 8, pp. 4023-4029, August 2011.
Wenbao Ai, Yongwei Huang, and Shuzhong Zhang, "New Results on Hermitian Matrix Rank-One Decomposition," Mathematical Programming: Series A, Vol. 128, No. 1-2, pp. 253-283, June 2011.
Antonio De Maio, Yongwei Huang, Marco Piezzo, Shuzhong Zhang, and Alfonso Farina, "Design of Optimized Radar Codes with a Peak to Average Power Ratio Constraint," IEEE Transactions on Signal Processing, Vol. 59, No. 6, pp. 2683-2697, June 2011.
Antonio De Maio, Yongwei Huang, Daniel P. Palomar, Shuzhong Zhang, and Alfonso Farina, "Fractional QCQP with Applications in ML Steering Direction Estimation for Radar Detection," IEEE Transactions on Signal Processing, Vol. 59, No. 1, pp. 172-185, January 2011.
Antonio De Maio, Yongwei Huang, Marco Piezzo, Shuzhong Zhang, and Alfonso Farina, "Radar Code Design with a Peak to Average Power Ratio Constraint: A Randomized Approximate Approach," Proceedings of the 19th European Signal Processing Conference (EUSIPCO 2011), pp. 436-440, August 29-September 2, 2011, Barcelona, Spain.
Yongwei Huang, Qiang Li, Wing-Kin Ma, and Shuzhong Zhang, "Robust Secondary Multicast Transmit Beamforming for Cognitive Radio Networks Under Imperfect Channel State Information," Proceedings of 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), pp. 2816-2819, May 22-27, 2011, Prague, Czech Republic.
2010
Yongwei Huang and Shuzhong Zhang, ”Approximation Algorithms for Indefinite Complex Quadratic Maximization Problems," Science in China Series A: Mathematics, Vol. 53, No. 10, pp. 2697-2708, October 2010.
Antonio De Maio, Yongwei Huang, and Marco Piezzo, “A Doppler Robust Max-Min Approach to Radar Code Design," IEEE Transactions on Signal Processing, Vol. 58, No. 9, pp. 4943-4947, September 2010.
Yongwei Huang and Daniel P. Palomar, ”A Dual Perspective on Separable Semidefinite Programming with Applications to Optimal Downlink Beamforming," IEEE Transactions on Signal Processing, Vol. 58, No. 8, pp. 4254-4271, August 2010.
Yongwei Huang and Daniel P. Palomar, "Rank-Constrained Separable Semidefinite Programming with Applications to Optimal Beamforming," IEEE Transactions on Signal Processing, Vol. 58, No. 2, pp. 664-678, February 2010. Highly cited paper (ISI Web of Knowledge)
Antonio De Maio, Silvio De Nicola, Yongwei Huang, Daniel P. Palomar, Shuzhong Zhang, and Alfonso Farina, "Code Design for Radar STAP via Optimization Theory," IEEE Transactions on Signal Processing, Vol. 58, No. 2, pp. 679-694, February 2010.
Yongwei Huang and Daniel P. Palomar, “A Dual Perspective on Separable Semidefinite Programming with Applications to Optimal Beamforming," Proceedings of 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), pp. 3062-3065, March 14-19, 2010, Dallas, USA.
2009
Antonio De Maio, Silvio De Nicola, Yongwei Huang, Zhi-Quan Luo, and Shuzhong Zhang, "Design of Phase Codes for Radar Performance Optimization with a Similarity Constraint," IEEE Transactions on Signal Processing, Vol. 57, No. 2, pp. 610-621, February 2009.
Antonio De Maio, Sivlio De Nicola, Yongwei Huang, Shuzhong Zhang, and Alfonso Farina, "Adaptive Detection and Estimation in the Presence of Useful Signal and Interference Mismatches," IEEE Transactions on Signal Processing, Vol. 57, No. 2, pp. 436-450, February 2009.
Yongwei Huang and Daniel P. Palomar, "Rank-Constrained Separable Semidefinite Programming for Optimal Beamforming Design," Proceedings of 2009 IEEE International Symposium on Information Theory (ISIT 2009), pp. 2432 - 2436, June 28-July 3, 2009, Seoul, Korea.
2008
Antonio De Maio, Silvio De Nicola, Yongwei Huang, Shuzhong Zhang, and Alfonso Farina, "Code Design to Optimize Radar Detection Performance Under Accuracy and Similarity Constraints," IEEE Transactions on Signal Processing, Vol. 56, No. 11, pp. 5618-5629, November 2008.
Wenbao Ai, Yongwei Huang, and Shuzhong Zhang, "On the Low Rank Solutions for Linear Matrix Inequalities," Mathematics of Operations Research, Vol. 33, No. 4, pp. 965-975, November 2008.
Silvio De Nicola, Yongwei Huang, Antonio De Maio, Shuzhong Zhang, and Alfonso Farina, "Code Optimization with Similarity and Accuracy Constraints," Proceedings of 2008 IEEE Radar Conference (RadarCon' 08), pp. 414-419, May 26-30, 2008, Rome, Italy.
2007
Yongwei Huang and Shuzhong Zhang, "Complex Matrix Decomposition and Quadratic Programming," Mathematics of Operations Research, Vol. 32, No. 3, pp. 758-768, 2007.
2006
Shuzhong Zhang and Yongwei Huang, "Complex Quadratic Optimization and Semidefinite Programming," SIAM Journal on Optimization, Vol. 16, No. 3, pp. 871-890, 2006.
2002
Yongwei Huang, "Optimality Conditions for Vector Optimization with Set-Valued Maps," Bulletin of the Australian Mathematical Society, Vol. 66, No. 1, pp. 317-330, 2002.
Yongwei Huang, "A Farkas-Minkowski Type Alternative Theorem and Its Applications to Set-Valued Equilibrium Problems," Journal of Nonlinear and Convex Analysis, Vol. 3, No. 1, pp. 17-24, 2002.
Yongwei Huang, "Generalized Constraint Qualifications and Optimality Conditions for Set-Valued Optimization Problems," Journal of Mathematics Analysis and Applications, Vol. 265, No. 2, pp. 309-321, January 2002.
Yongwei Huang, "Generalized Cone-Subconvexlike Set-Valued Maps and Applications to Vector Optimization," Journal of Chongqing University: English Edition, Vol. 1, No. 2, pp. 67-71, 2002.
2001
Yongwei Huang and Zemin Li, "Optimality Conditions and Lagrangian Multipliers of Vector Optimization with Set-Valued Maps in Linear Spaces," Transactions of Chinese Operations Research Society, Vol. 5, No.1, pp. 63-69, 2001.
Yongwei Huang and Zhouhua Zhou, "Optimality Conditions for Set-Valued Vector Minimization Problem", Journal of Chongqing University: Natural Science Edition, Vol. 24, No. 1, pp. 136-140, 2001.
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