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Zheng Wang (王 正) |
招生信息:
博士专业:1)信息与通信工程;2)电子信息; 招生名额每年1~2人
硕士专业:1)信息与通信工程;2)电子信息; 招生名额每年4~6人
Group Photo:
Journal Articles:
[1] Z. Wang* and C. Ling, “Lattice Gaussian sampling by Markov chain Monte Carlo: Bounded distance decoding and trapdoor sampling, ” IEEE Transactions on Information Theory (TIT, 信息论权威期刊), vol. 65, no.6, pp. 3630-3645, June, 2019. [Link] [PDF]
[2] Z. Wang* and C. Ling, “On the geometric ergodicity of Metropolis-Hastings algorithms for lattice Gaussian sampling,” IEEE Transactions on Information Theory (TIT, 信息论权威期刊), vol. 64, no. 2, pp. 738-751, Feb, 2018. [Link] [PDF]
[3] Z. Wang*, Y. Huang and S. Lyu, “Lattice-Reduction-Aided Gibbs Algorithm for Lattice Gaussian Sampling: Convergence Enhancement and Decoding Optimization,” IEEE Transactions on Signal Processing (TSP, 信号处理权威期刊), vol. 67, no. 16, pp. 4342-4356, Aug, 2019. [Link] [PDF]
[4] Z. Wang*, Y. Xia, C. Ling and Y. Huang, “Randomized Iterative Sampling Decoding Algorithm For Large-Scale MIMO Detection,” IEEE Transactions on Signal Processing (TSP, 信号处理权威期刊), vol. 72, pp. 580-593, 2024. [Link] [PDF]
[5] Z. Wang*, R. M. Gower, Y. Xia, L. He and Y. Huang, “Randomized Iterative Methods for Low-Complexity Large-Scale MIMO Detection,” IEEE Transactions on Signal Processing (TSP, 信号处理权威期刊), vol. 70, pp. 2934-2949, 2022. [Link] [PDF]
[6] Z. Wang*, S. Lyu, Y. Xia and Q. Wu, “Expectation Propagation-based Sampling Decoding: Enhancement and Optimization,” IEEE Transactions on Signal Processing (TSP, 信号处理权威期刊), vol. 69, pp. 195-209,2021. [Link] [PDF]
[7] Z. Wang*, Y. Xia, J. Li and Q. Wu, “A New Method of Integer Parameter Estimation in Linear Models with Applications to GNSS High Precision Positioning,” IEEE Transactions on Signal Processing (TSP, 信号处理权威期刊), vol. 69, pp. 4567-4579, 2021. [Link] [PDF]
[8] Z. Wang*, “Markov chain Monte Carlo Methods for Lattice Gaussian Sampling: Convergence Analysis and Enhancement,” IEEE Transactions on Communications (TCOM, 通信权威期刊), vol. 67, no. 16, pp. 67116724, Oct, 2019. [Link] [PDF]
[9] Z. Wang*, L. Liu and C. Ling, “Sliced Lattice Gaussian Sampling: Convergence Enhancement and Decoding Optimization,” IEEE Transactions on Communications (TCOM, 通信权威期刊), vol. 69, no. 4, pp. 2599-2612, April 2021. [Link] [PDF]
[10] Z. Wang*, S. Liu and C. Ling, “Decoding by sampling part II: Derandomization and soft-output decoding,” IEEE Transactions on Communications (TCOM, 通信权威期刊), vol. 61, no. 11, pp. 4630-4639, Nov, 2013. [Link] [PDF]
[11] Z. Wang*, W. Xu, Y. Xia, Q. Shi and Y. Huang, “A New Randomized Iterative Detection Algorithm For Uplink Large-scale MIMO Systems,” IEEE Transactions on Communications (TCOM, 通信权威期刊), vol. 71, no. 9, pp. 5093-5107, Sept, 2023. [Link] [PDF]
[12] Z. Wang*, J. Wang, Z. Gao, Y. Huang, D. W. K. Ng and L. Hanzo*, “Rapidly Converging Low-Complexity Iterative Transmit Precoders for Massive MIMO Downlink,” IEEE Transactions on Communications (TCOM, 通信权威期刊), vol. 71, no. 12, pp. 7228-7243, Dec. 2023. [Link] [PDF]
[13] Z. Wang*, C. Ling, S. Jin, Y. Huang and F. Gao, “Probabilistic Searching For MIMO Detection Based On Lattice Gaussian Distribution,” IEEE Transactions on Communications (TCOM, 通信权威期刊), vol. 72, no. 1, pp. 85-100, Jan. 2024. [Link] [PDF]
[14] Z. Wang*, L. Liang, S. Lyu, Y. Xia, Y. Huang* and D. W. K. Ng, “Efficient Statistical Linear Precoding for Downlink Massive MIMO Systems,” IEEE Transactions on Wireless Communications (TWC, 通信权威期刊), Early Access, July. 2024. [Link]
[15] Z. Wang*, R. M. Gower, C. Zhang, S. Lyu, Y. Xia and Y. Huang, “A Statistical Linear Precoding Scheme Based On Random Iterative Method For Massive MIMO Systems,” IEEE Transactions on Wireless Communications (TWC, 通信权威期刊), vol. 21, no. 12, pp. 10115-10129, Dec. 2022. [Link] [PDF]
[16] Z. Wang*, S. Lyu, L. Liu and Y. Xia, “Learning-Aided Markov Chain Monte Carlo Scheme for Spectrum Sensing in Cognitive Radio,” IEEE Transactions on Vehicular Technology (TVT, 通信与信号处理领域主流期刊), vol. 71, no.10, pp. 11301-11305, Oct. 2022. [Link] [PDF]
[1] Q. Chen, Z. Wang*, C. Qi, Z. Gao, Y. Huang and D. Niyato, "Decentralized Likelihood Ascent Search-Aided Detection For Distributed Large-Scale MIMO Systems, ” IEEE Transactions on Wireless Communications, early access, 2025,doi: 10.1109/TWC.2025.3541209. [Link]
[2] L. He, Z. Wang*, S. Yang, T. Liu and Y. Huang, “Generalizing Projected Gradient Descent for Deep-Learning-Aided Massive MIMO Detection, ” IEEE Transactions on Wireless Communications, vol. 23, no. 3, pp. 1827-1839, March 2024. [Link]
[3] X. Yan, Z. Wang, Y. Jia, Z. Zhang and Y. Huang, "Access Point Selection and Beamforming Design for Cell-Free Network: From Fractional Programming to GNN," IEEE Transactions on Wireless Communications, vol. 23, no. 8, pp. 9345-9360, Aug. 2024. [Link]
[4] H. Shi, Y. Huang, S. Jin, Z. Wang and L. Yang, "Automatic High-Performance Neural Network Construction for Channel Estimation in IRS-Aided Communications," IEEE Transactions on Wireless Communications, vol. 23, no. 9, pp. 10667-10682, Sept. 2024. [Link]
[5] L. He, Z. Wang*, Z. Gao, L. Liu and Y. Huang, "Favorable-Propagation-Exploited Variational Inference for Massive MIMO Detection," IEEE Transactions on Vehicular Technology, vol. 73, no. 9, pp. 14074-14079, Sept. 2024. [Link]
[6] Q. Chen, Z. Wang*, C. Ma, X. Dai and D. W. K. Ng, "General Recursive Least Square Algorithm for Distributed Detection in Massive MIMO," IEEE Transactions on Vehicular Technology, vol. 73, no. 8, pp. 12137-12142, Aug. 2024. [Link]
[7] F. Shen, G. Ding, Q. Wu and Z. Wang, "Compressed Wideband Spectrum Mapping in 3D Spectrum-Heterogeneous Environment," IEEE Transactions on Vehicular Technology, vol. 72, no. 4, pp. 4875-4886, April 2023. [Link]
[8] G. Chen, Z. Wang*, Y. Jia, Y. Huang* and L. Yang, "An Efficient Architecture Search for Scalable Beamforming Design in Cell-Free Systems," IEEE Transactions on Vehicular Technology, vol. 73, no. 7, pp. 10241-10253, July 2024. [Link]
[9] F. Shen, Z. Wang*, G. Ding, K. Li and Q. Wu, "3D Compressed Spectrum Mapping With Sampling Locations Optimization in Spectrum-Heterogeneous Environment," IEEE Transactions on Wireless Communications, vol. 21, no. 1, pp. 326-338, Jan. 2022. [Link]
[10] B. Yan, Z. Wang*, J. Zhang and Y. Huang, "Joint Antenna Activation and Power Allocation for Energy-Efficient Cell-Free Massive MIMO Systems," IEEE Wireless Communications Letters, vol. 14, no. 1, pp. 243-247, Jan. 2025. [Link]
[11] X. Yan, T. Ji, Z. Wang and Y. Huang, "Downlink Transmission in RIS-enhanced Cell-Free Network: Analysis and Optimization," IEEE Communications Letters, early access, doi: 10.1109/LCOMM.2024.3487205. [Link]
[12] C. Yang, L. Tang and Z. Wang*, "Enhanced Channel Hardening-Exploiting Message Passing Algorithm For Large-scale MIMO Detection," 2021 IEEE Wireless Communications and Networking Conference (WCNC), Nanjing, China, 2021, pp. 1-5. [Link]
[13] L. He, T. Liu and Z. Wang*, "Recurrent Sparse MIMO Detection Network Based on Modified Projected Gradient Descent Method," 2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall), Norman, OK, USA, 2021, pp. 1-5. [Link]
[14] N. Zhou, Z. Wang*, L. He and Y. Huang, "A New Low-Complexity WMMSE Algorithm for Downlink Massive MIMO Systems," 2022 14th International Conference on Wireless Communications and Signal Processing (WCSP), Nanjing, China, 2022, pp. 1096-1101. [Link]
[15] X. Yan, Z. Wang, Y. Jia, Y. Huang and L. Yang, "Cross-Layer Optimization of Access Point Selection and Beamforming in Non-Coherent Cell Free Network," 2023 IEEE Wireless Communications and Networking Conference (WCNC), Glasgow, United Kingdom, 2023, pp. 1-6. [Link]
[16] B. Gong, N. Zhou and Z. Wang*, "Ordered Iterative Methods for Low-Complexity Massive MIMO Detection," 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), Florence, Italy, 2023, pp. 1-5. [Link]
[17] B. Yan, N. Zhou and Z. Wang*, "Energy Efficiency Optimization in Cell-Free Massive MIMO With Normalized Conjugate Beamforming," 2023 IEEE 23rd International Conference on Communication Technology (ICCT), Wuxi, China, 2023, pp. 346-351. [Link]
[18] H. Zhu, B. Gong and Z. Wang*, "A Low-Complexity Gaussian Approximate Message Passing Detection Algorithm For Massive MIMO With High Order Modulation," 2023 IEEE 23rd International Conference on Communication Technology (ICCT), Wuxi, China, 2023, pp. 1-5. [Link]
[19] X. Yan, T. Ji, Z. Wang and Y. Huang, "Joint User Scheduling and Beamforming Design with Local CSI in Cell-Free Networks," 2024 IEEE Wireless Communications and Networking Conference (WCNC), Dubai, United Arab Emirates, 2024, pp. 1-6. [Link]
[20] L. He, Z. Wang and Y. Huang, "A Massive MIMO Sampling Detection Strategy Based on Denoising Diffusion Model," 2024 International Wireless Communications and Mobile Computing (IWCMC), Ayia Napa, Cyprus, 2024, pp. 1443-1448. [Link]
[21] Y. Ma, Q. Chen, B. Yan, Z. Wang* and L. He, "Efficient Joint Hybrid Precoding And Analog Combining Scheme For Massive MIMO Systems," 2024 International Wireless Communications and Mobile Computing (IWCMC), Ayia Napa, Cyprus, 2024, pp. 1455-1459. [Link]
[22] N. Zhou, Z. Wang*, C. Ma, Y. Huang and Q. Shi, "Distributed Precoder based on weighted MMSE with Low Complexity for Massive MIMO Systems," IEEE Communications Letters, early access, doi: 10.1109/LCOMM.2025.3526155. [Link]
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Professional Affiliations:
TPC Member & Session Chair:
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Reviewer:
Honors: