蔡云龙 - 浙江大学 - 信息与电子工程学院

个人简介

蔡云龙博士，教授，博士生导师分别于2006年和2010年获得英国萨里大学（University of Surrey）通信工程专业硕士学位和英国约克大学（University of York）电子工程专业博士学位。从2010年到2011年，在法国CNAM的电子与通信实验室担任博士后研究员。自2011年2月起，在浙江大学信息与电子工程学院任教，并于2019年12月晋升为教授。曾在美国佐治亚理工学院、加拿大麦吉尔大学和美国加州大学欧文分校进行过研究访问。开设并主讲《信号与系统（甲）》全英文本科生课程。承担国家和浙江省自然科学基金项目。近期的研究方向包括6G多天线系统的优化算法、无人机通信、语义通信以及机器学习应用于无线通信。在IEEE Transactions on Signal Processing, IEEE Transactions on Communications等通信与信号处理领域国际顶级期刊和IEEE ICASSP, IEEE ICC, IEEE Globecom等国际会议上发表论文200余篇，其中多篇论文入选ESI高被引论文。担任三个IEEE顶级期刊编委和多个IEEE期刊和会议的审稿人。担任IEEE高级会员。具有数学，通信，信号处理等相关专业背景和较强的英文阅读和写作能力，有意申请本人的硕士生和博士生的学生，请准备一份简历和成绩单，发到 ylcai@zju.edu.cn。欢迎保送硕士生和直博生联系。奖励荣誉 The World's Top 2% Scientist (published by Stanford University) 2024, Best Paper Award, IEEE ICC, WS - Next Generation Antenna Technologies for Future Wireless Networks 2023, Best Paper Award, IEEE ICC, SAC - Integrated Sensing and Communication 中国航空运输协会2021年民航科学技术一等奖获浙江省杰出青年基金资助 2018年度浙江省通信学会科学技术一等奖 2018年度院级先进工作者 2017年度院级先进工作者 2015年浙江大学青年教师教学竞赛优胜奖信电学院2015年度青年教师教学技能竞赛一等奖浙江大学信息学部第四届青年教师奖二等奖 2012年度院级先进工作者 2012年获英国皇家工程院资助访问英国York大学 2011年求是青年学者

研究领域

无线通信人工智能与无线通信的交叉研究优化理论与算法通信信号处理通信与感知一体化技术

近期论文

查看导师新发文章（温馨提示：请注意重名现象，建议点开原文通过作者单位确认）

Book Chapters and Editorials B1. Yunlong Cai, et al., "Deep learning for MIMO communications," MIMO Communications -- Fundamental Theory, Propagation Channels, and Antenna Systems, IntechOpen, 2023. E1. Yunlong Cai, A. Lee Swindlehurst, Aylin Yener, Changsheng You, Marco Di Renzo, Tolga M. Duman, and Yuanwei Liu, "Next Generation Advanced Transceiver Technologies," IEEE Journal on Selected Areas in Communications, to appear. Selected Journal Papers 136. Changsheng You, Yunlong Cai, Yuanwei Liu, Marco Di Renzo, Tolga M. Duman, Aylin Yener, and A. Lee Swindlehurst, "Next generation advanced transceiver technologies for 6G," IEEE Journal on Selected Areas in Communications, to appear. 135. Qiushuo Hou, Matteo Zecchin, Sangwoo Park, Yunlong Cai, Guanding Yu, Kaushik Chowdhury, and Osvaldo Simeone, "Automatic AI model selection for wireless systems: Online learning via digital twinning," IEEE Transactions on Wireless Communications, accepted for publication. 134. Pujing Yang, Guangyi Zhang, and Yunlong Cai, "Rate-adaptive generative semantic communication using conditional diffusion models," IEEE Wireless Communications Letters, accepted for publication. 133. Guangyi Zhang, Pujing Yang, Yunlong Cai, Qiyu Hu, and Guanding Yu, "From analog to digital: Multi-order digital joint coding-modulation for semantic communication," IEEE Transactions on Communications, accepted for publication. 132. Guangyi Zhang, Kai Kang, Yunlong Cai, Qiyu Hu, Yonina C. Eldar, and A. Lee Swindlehurst, "O2SC: Realizing channel-adaptive semantic communication with one-shot online-learning," IEEE Transactions on Communications, accepted for publication. 131. Xiongfei Zhai, Yunlong Cai, Kai Kang, Guojun Han, Weiqiang Xu, and Naofal Al-Dhahir, "Beamforming design for multi-mode STAR-RIS empowered multi-cell systems," IEEE Transactions on Green Communications and Networking, accepted for publication. 130. Guojie Hu, Qingqing Wu, Donghui Xu, Kui Xu, Jiangbo Si, Yunlong Cai, and Naofal Al-Dhahir, "Movable antennas-assisted secure transmission without eavesdroppers instantaneous CSI," IEEE Transactions on Mobile Computing, vol. 23, no. 12, pp. 14263-14279, Dec. 2024. 129. Xiaocong Fei, Weiqiang Xu, and Yunlong Cai, "Optimizing energy efficiency in heterogeneous task-oriented IRS-aided wireless-powered mobile edge computing systems," IEEE Internet of Things Journal, vol. 11, no. 19, pp. 31836-31851, Oct. 2024. 128. Qiushuo Hou, Mengyuan Lee, Guanding Yu, and Yunlong Cai, "Power control for NN-based wireless distributed inference with improved model calibration," IEEE Transactions on Wireless Communications, vol. 23, no. 10, pp. 14591-14604, Oct. 2024. 127. Xiongfei Zhai, Guojun Han, and Yunlong Cai, "Robust design of RIS-assisted over-the-air computation in the face of long-term and short-term imperfections," IEEE Transactions on Vehicular Technology, vol. 73, no. 11, pp. 16817-16831, Nov. 2024. 126. Guangyi Zhang, Qiyu Hu, Yunlong Cai, and Guanding Yu, "SCAN: Semantic communications with adaptive channel feedback," IEEE Transactions on Cognitive Communications and Networking, vol. 10, no. 5, pp. 1759-1773, Oct. 2024. 125. Sree Krishna Das, Benoit Champagne, Ioannis Psaromiligkos, and Yunlong Cai, "A comprehensive survey on federated learning for reconfigurable intelligent metasurfaces-aided wireless networks," IEEE Open Journal of the Communications Society, vol. 5, pp. 1846-1879, 2024. 124. Guangyi Zhang, Qiyu Hu, Zhijin Qin, Yunlong Cai, Guanding Yu, and Xiaoming Tao, "A unified multi-task semantic communication system for multimodal data," IEEE Transactions on Communications, vol. 72, no. 7, pp. 4101-4116, Jul. 2024. 123. Guojie Hu, Qingqing Wu, Kui Xu, Jiangbo Si, Yunlong Cai, and Naofal Al-Dhahir, "Intelligent reflecting surface-aided wireless communication with movable elements," IEEE Wireless Communications Letters, vol. 13, no. 4, pp. 1173-1177, Apr. 2024. 122. Zijian Chen, Mingmin Zhao, Kaidi Xu, Yunlong Cai, and Minjian Zhao, "Intelligent reflecting surface assisted full-duplex relay systems: Deployment design and beamforming optimization," IEEE Transactions on Communications, vol. 72, no. 7, pp. 4493-4508, Jul. 2024. 121. Guangyi Zhang, Qiyu Hu, Yunlong Cai, and Guanding Yu, "Alleviating distortion accumulation in multi-hop semantic communication," IEEE Communications Letters, vol. 28, no. 2, pp. 308-312, Feb. 2024. 120. Guojie Hu, Qingqing Wu, Jian Ouyang, Kui Xu, Yunlong Cai, and Naofal Al-Dhahir, "Movable antenna array-enabled communications with CoMP reception," IEEE Communications Letters, vol. 28, no. 4, pp. 947-951, Apr. 2024. 119. Guojie Hu, Qingqing Wu, Kui Xu, Jian Ouyang, Jiangbo Si, Yunlong Cai, and Naofal Al-Dhahir, "Fluid antennas-enabled multiuser uplink: A low-complexity gradient descent for total transmit power minimization," IEEE Communications Letters, vol. 28, no. 3, pp. 602-606, Mar. 2024. 118. Yangshuo He, Guanding Yu, and Yunlong Cai, "Rate-adaptive coding mechanism for semantic communications with multi-modal data," IEEE Transactions on Communications, vol. 72, no. 3, pp. 1385-1400, Mar. 2024. 117. Huiguo Gao, Guanding Yu, and Yunlong Cai, "Rate adaptive mechanism for semantic communication systems," IEEE Network, vol. 38, no. 4, pp. 216-223, Jul. 2024. 116. Huiguo Gao, Guanding Yu, and Yunlong Cai, "Adaptive modulation and retransmission scheme for semantic communication systems," IEEE Transactions on Cognitive Communications and Networking, vol. 10, no. 1, pp. 150-163, Feb. 2024. 115. Yinghui He, Guanding Yu, and Yunlong Cai, "Integrated sensing, computation and communication systems: System framework and performance optimization," IEEE Transactions on Wireless Communications, vol. 23, no. 2, pp. 1114-1128, Feb. 2024. 114. Qiushuo Hou, Mengyuan Lee, Guanding Yu, and Yunlong Cai, "Meta-gating framework for fast and continuous resource optimization in a dynamic wireless environment," IEEE Transactions on Communications, vol. 71, no. 9, pp. 5259-5273, Sep. 2023. 113. Yubo Wan, An Liu, Qiyu Hu, Mianyi Zhang, and Yunlong Cai, "Multiband delay estimation for localization using a two-stage global estimation scheme," IEEE Transactions on Wireless Communications, vol. 22, no. 12, pp. 9263-9277, Dec. 2023. 112. Qiyu Hu, Guangyi Zhang, Zhijin Qin, Yunlong Cai, Guanding Yu, and Geoffrey Ye Li, "Robust semantic communications with masked VQ-VAE enabled codebook," IEEE Transactions on Wireless Communications, vol. 22, no. 12, pp. 8707-8722, Dec. 2023. 111. Mianyi Zhang, Yinghui He, Yunlong Cai, Guanding Yu, and Naofal Al-Dhahir, "Design and performance analysis for wireless legitimate surveillance systems with radar function," IEEE Transactions on Communications, vol. 71, no. 4, pp. 2517-2531, Apr. 2023. 110. Xiongfei Zhai, Guojun Han, Yunlong Cai, Yuanwei Liu, and Lajos Hanzo, "Simultaneously transmitting and reflecting (STAR) RIS assisted over-the-air computation systems," IEEE Transactions on Communications, vol. 71, no. 3, pp. 1309-1322, Mar. 2023. 109. Mingmin Zhao, Kaidi Xu, Yunlong Cai, Yong Niu, and Lajos Hanzo, "Secrecy rate maximization of RIS-assisted SWIPT systems: A two-timescale beamforming design approach," IEEE Transactions on Wireless Communications, vol. 22, vol. 7, pp. 4489-4504, Jul. 2023. 108. Sara Norouzi, Benoit Champagne, and Yunlong Cai, "Joint optimization framework for user clustering, downlink beamforming, and power allocation in MIMO NOMA systems," IEEE Transactions on Communications, vol. 71, no. 1, pp. 214-228, Jan. 2023. 107. Guojie Hu, Jiangbo Si, Zan Li, Yunlong Cai, and Naofal Al-Dhahir, "Stones from other hills can polish the jade: Exploiting wireless-powered cooperative jamming for boosting wireless information eavesdropping," IEEE Transactions on Communications, vol. 71, no. 1, pp. 339-356, Jan. 2023. 106. Qiushuo Hou, Yunlong Cai, Qiyu Hu, Mengyuan Lee, and Guanding Yu, "Joint resource allocation and trajectory design for multi-UAV systems with moving users: APC network and unfolding," IEEE Transactions on Wireless Communications, vol. 22, no. 5, pp. 3310-3323, May 2023. 105. Yinghui He, Yunlong Cai, Guanding Yu, and Kai-Kit Wang, "Joint transceiver design for dual-functional full-duplex relay aided radar-communication systems," IEEE Transactions on Communications, vol. 70, no. 12, pp. 8355-8369, Dec. 2022. 104. Cunzhuo Zhao, Yuanwei Liu, Yunlong Cai, Minjian Zhao, and Zhiguo Ding, "Non-orthogonal multiple access for UAV-aided heterogeneous networks: A stochastic geometry model," IEEE Transactions on Vehicular Technology, vol. 72, no. 1, pp. 940-956, Jan. 2023. 103. Qiyu Hu, Shuhan Shi, Yunlong Cai, and Guanding Yu, "DDPG-driven deep-unfolding with adaptive depth for channel estimation with sparse Bayesian learning," IEEE Transactions on Signal Processing, vol. 70, pp. 4665-4680, Sep. 2022. 102. Mingmin Zhao, Yunlong Cai, and Rui Zhang, "Intelligent reflecting surface aided wireless information surveillance," IEEE Transactions on Wireless Communications, vol. 22, no. 2, pp. 1219-1234, Feb. 2023. 101. Xiongfei Zhai, Guojun Han, Yunlong Cai, and Lajos Hanzo, "Joint beamforming aided over-the-air computation systems relying on both BS-side and user-side reconfigurable intelligent surfaces," IEEE Transactions on Wireless Communications, vol. 21, no. 12, pp. 10766-10779, Dec. 2022. 100. Shuhan Shi, Yunlong Cai, Qiyu Hu, Benoit Champagne, and Lajos Hanzo, "Deep-unfolding neural-network aided hybrid beamforming based on symbol-error probability minimization," IEEE Transactions on Vehicular Technology, vol. 72, no. 1, pp. 529-545, Jan. 2023. 99. Yanzhen Liu, Yunlong Cai, An Liu, Minjian Zhao, and Lajos Hanzo, "Latency minimization for mmWave D2D mobile edge computing systems: Joint task allocation and hybrid beamforming design," IEEE Transactions on Vehicular Technology, vol. 71, no. 11, pp. 12206-12221, Nov. 2022. 98. Kai Kang, Qiyu Hu, Yunlong Cai, Guanding Yu, Jakob Hoydis, and Yonina Eldar, "Mixed-timescale deep-unfolding for joint channel estimation and hybrid beamforming," IEEE Journal on Selected Areas in Communications, vol. 40, no. 9, pp. 2510-2528, Sep. 2022. 97. Zhe Huang, Kexuan Wang, An Liu, Yunlong Cai, Rui Du, and Tony Xiao Han, "Joint pilot optimization, target detection and channel estimation for integrated sensing and communication systems," IEEE Transactions on Wireless Communications, vol. 21, no. 12, pp. 10351-10365, Dec. 2022. 96. Zhihui Jiang, Guanding Yu, and Yunlong Cai, "Decentralized edge learning system via unreliable device-to-device communications," IEEE Transactions on Wireless Communications, vol. 21, no. 11, pp. 9041-9055, Nov. 2022. 95. Guojie Hu, Jiangbo Si, Yunlong Cai, and Naofal Al-Dhahir, "Proactive eavesdropping via jamming in UAV-enabled relaying systems with statistical CSI," IEEE Signal Processing Letters, vol. 29, pp. 1267-1271, 2022. 94. Guojie Hu, Fengchao Zhu, Jiangbo Si, Yunlong Cai, and Naofal Al-Dhahir, "Proactive eavesdropping with jamming power allocation in training-based suspicious communications," IEEE Signal Processing Letters, vol. 29, pp. 667-671, 2022. 93. Yinghui He, Yunlong Cai, Hao Mao, and Guanding Yu, "RIS-assisted communication radar coexistence: Joint beamforming design and analysis," IEEE Journal on Selected Areas in Communications, vol. 40, no. 7, pp. 2131-2145, Jul. 2022. 92. Guojie Hu, Jiangbo Si, Yunlong Cai, and Naofal Al-Dhahir, "Intelligent reflecting surface-assisted proactive eavesdropping over suspicious broadcasting communication with statistical CSI," IEEE Transactions on Vehicular Technology, vol. 71, no. 4, pp. 4483-4488, Apr. 2022. 91. Yalin Wang, Xihan Chen, Yunlong Cai, Benoit Champagne, and Lajos Hanzo, "Channel estimation for hybrid massive MIMO systems with adaptive-resolution ADCs," IEEE Transactions on Communications, vol. 70, no. 3, pp. 2131-2146, Mar. 2022. 90. Chenyu Wu, Changsheng You, Yuanwei Liu, Xuemai Gu, and Yunlong Cai, "Channel estimation for STAR-RIS-aided wireless communication," IEEE Communications Letters, vol. 26, no. 3, pp. 652-656, Mar. 2022. 89. Guojie Hu, Jiangbo Si, Yunlong Cai, and Naofal Al-Dhahir, "Proactive eavesdropping via opportunistic energy transfer and jamming for wireless-powered suspicious communication," IEEE Transactions on Green Communications and Networking, vol. 6, no. 2, pp. 1055-1068, Jun. 2022. 88. Yalin Wang, Xihan Chen, Yunlong Cai, and Lajos Hanzo, "RIS-aided hybrid massive MIMO systems with variable-bit ADCs: Robust beamforming design and resource allocation," IEEE Transactions on Vehicular Technology, vol. 71, no. 3, pp. 3281-3286, Mar. 2022. 87. Yanzhen Liu, Qiyu Hu, Yunlong Cai, Guanding Yu, and Geoffrey Ye Li, "Deep-unfolding beamforming for intelligent reflecting surface assisted full-duplex systems," IEEE Transactions on Wireless Communications, vol. 21, no. 7, pp. 4784-4800, Jul. 2022. 86. Guojie Hu, Jiangbo Si, Yunlong Cai, and Naofal Al-Dhahir, "Proactive eavesdropping via jamming over multiple suspicious links with wireless-powered monitor," IEEE Signal Processing Letters, vol. 29, pp. 354-358, 2022. 85. Qiyu Hu, Yunlong Cai, Kai Kang, Guanding Yu, Jakob Hoydis, and Yonina Eldar, "Two-timescale end-to-end learning for channel acquisition and hybrid precoding," IEEE Journal on Selected Areas in Communications, vol. 40, no. 1, pp. 163-181, Jan. 2022. 84. Yi Wei, Mingmin Zhao, Minjian Zhao, and Yunlong Cai, "Channel estimation for IRS-aided multiuser communications with reduced error propagation," IEEE Transactions on Wireless Communications, vol. 21, no. 4, pp. 2725-2741, Apr. 2022. 83. Xihan Chen, Yunlong Cai, An Liu, and Lajos Hanzo, "Joint user scheduling and resource allocation for millimeter wave systems relying on adaptive-resolution ADCs," IEEE Transactions on Vehicular Technology, vol. 70, no. 11, pp. 12260-12265, Nov. 2021. 82. Guojie Hu, Jiangbo Si, Yunlong Cai, and Fengchao Zhu, "Proactive eavesdropping via jamming in UAV-enabled suspicious multiuser communications," IEEE Wireless Communications Letters, vol. 11, no. 1, pp. 3-7, Jan. 2022. 81. Xiongfei Zhai, Guojun Han, Yunlong Cai, and Lajos Hanzo, "Beamforming design based on two-stage stochastic optimization for RIS-assisted over-the-air computation systems," IEEE Internet of Things Journal, vol. 9, no. 7, pp. 5474-5488, Apr. 2022. 80. Sara Norouzi, Yunlong Cai, and Benoit Champagne, "Energy-efficient user clustering and downlink beamforming for MIMO-SCMA in C-RAN," IEEE Access, vol. 9, pp. 115175-115191, 2021. 79. Yunlong Cai, Mingmin Zhao, Kaidi Xu, and Rui Zhang, "Intelligent reflecting surface aided full-duplex communication: Passive beamforming and deployment design," IEEE Transactions on Wireless Communications, vol. 21, no. 1, pp. 383-397, Jan. 2022. 78. Yanzhen Liu, Qiyu Hu, Yunlong Cai, and Markku Juntti, "Latency minimization in intelligent reflecting surface assisted D2D offloading systems," IEEE Communications Letters, vol. 25, no. 9, pp. 3046-3050, Sep. 2021. 77. Kaidi Xu, Yunlong Cai, Minjian Zhao, Yong Niu, and Lajos Hanzo, "MIMO-aided nonlinear hybrid transceiver design for multiuser mmWave systems relying on Tomlinson-Harashima precoding," IEEE Transactions on Vehicular Technology, vol. 70, no. 7, pp. 6943-6957, Jul. 2021. 76. Qiyu Hu, Yanzhen Liu, Yunlong Cai, Guanding Yu, and Zhi Ding, "Joint deep reinforcement learning and unfolding: Beam selection and precoding for mmWave multiuser MIMO with lens array," IEEE Journal on Selected Areas in Communications, vol. 39, no. 8, pp. 2289-2304, Aug. 2021. 75. Xiangfei Zhang, Yong Niu, Shiwen Mao, Yunlong Cai, Ruisi He, Bo Ai, and Zhangdui Zhong, "Resource allocation for millimeter-wave train-ground communications in high-speed railway scenarios," IEEE Transactions on Vehicular Technology, vol. 70, no. 5, pp. 4823-4838, May 2021. 74. Zhiqiang Wang, Yunlong Cai, An Liu, Jun Wang, and Guangrong Yue, "Two-timescale channel estimation for dual-hop amplify-and-forward MIMO relay systems," IEEE Transactions on Vehicular Technology, vol. 70, no. 5, pp. 4724-4739, May 2021. 73. Xiongfei Zhai, Xihan Chen, and Yunlong Cai, "Power minimization for massive MIMO over-the-air computation with two-timescale hybrid beamforming," IEEE Wireless Communications Letters, vol. 10, no. 4, pp. 873-877, Apr. 2021. 72. Zhiqiang Wang, Yunlong Cai, An Liu, Jun Wang, and Guangrong Yue, "Mixed-timescale channel estimation for multiuser MIMO relay systems based on the PARAFAC decomposition," IEEE Communications Letters, vol. 25, no. 4, pp. 1288-1292, Apr. 2021. 71. Kaidi Xu, Mingmin Zhao, Yunlong Cai, and Lajos Hanzo, "Low-complexity joint power allocation and trajectory design for UAV-enabled secure communications with power splitting," IEEE Transactions on Communications, vol. 69, no. 3, pp. 1896-1911, Mar. 2021. 70. Yalin Wang, Xihan Chen, Yunlong Cai, and Lajos Hanzo, "Stochastic hybrid combining design for quantized massive MIMO systems," IEEE Transactions on Vehicular Technology, vol. 69, no. 12, pp. 16224-16229, Dec. 2020. 69. Qiyu Hu, Yunlong Cai, Qingjiang Shi, Guanding Yu, Kaidi Xu, and Zhi Ding, "Iterative algorithm induced deep-unfolding neural network: Precoding design for multiuser MIMO systems," IEEE Transactions on Wireless Communications, vol. 20, no. 2, pp. 1394-1410, Feb. 2021. 68. Guojie Hu, Yueming Cai, and Yunlong Cai, "Joint optimization of position and jamming power for UAV-aided proactive eavesdropping over multiple suspicious communication links," IEEE Wireless Communications Letters, vol. 9, no. 12, pp. 2093-2097, Dec. 2020. 67. Guojie Hu, Jian Ouyang, Yueming Cai, and Yunlong Cai, "Proactive eavesdropping in two-way amplify-and-forward relay networks," IEEE Systems Journal, vol. 15, no. 3, pp. 3415-3426, Sep. 2021. 66. Yunlong Cai, Fangyu Cui, Qingjiang Shi, Yongpeng Wu, Benoit Champagne, and Lajos Hanzo, "Secure hybrid A/D beamforming for hardware-efficient large-scale multiple-antenna SWIPT systems," IEEE Transactions on Communications, vol. 68, no. 10, pp. 6141-6156, Oct. 2020. 65. Qiyu Hu, Yunlong Cai, An Liu, Guanding Yu, and Geoffrey Ye Li, "Low-complexity joint resource allocation and trajectory design for UAV-aided relay networks with the segmented ray-tracing channel model," IEEE Transactions on Wireless Communications, vol. 19, no. 9, pp. 6179-6195, Sep. 2020. 64. Yinghui He, Jinke Ren, Guanding Yu, and Yunlong Cai, "Optimizing the learning performance in mobile augmented reality systems with CNN," IEEE Transactions on Wireless Communications, vol. 19, no. 8, pp. 5333-5344, Aug. 2020. 63. Mingmin Zhao, Yunlong Cai, Minjian Zhao, Ying Xu, and Lajos Hanzo, "Robust joint hybrid analog-digital transceiver design for mmWave full-duplex multicell systems," IEEE Transactions on Communications, vol. 68, no. 8, pp. 4788-4802, Aug. 2020. 62. Mingmin Zhao, Yunlong Cai, Minjian Zhao, Benoit Champagne, and Theodoros Tsiftsis, "Improving caching efficiency in content-aware CRAN-based cooperative beamforming: A joint design approach," IEEE Transactions on Wireless Communications, vol. 19, no. 6, pp. 4125-4140, Jun. 2020. 61. Yunlong Cai, Kaidi Xu, An Liu, Minjian Zhao, Benoit Champagne, and Lajos Hanzo, "Two-timescale hybrid analog-digital beamforming for mmWave full-duplex MIMO multi-relay aided systems," IEEE Journal on Selected Areas in Communications, vol. 38, no. 9, pp. 2086-2103, Sep. 2020. 60. Cunzhuo Zhao, Yunlong Cai, An Liu, Minjian Zhao, and Lajos Hanzo, "Mobile edge computing meets mmWave communications: Joint beamforming and resource allocation for system delay minimization," IEEE Transactions on Wireless Communications, vol. 19, no. 4, pp. 2382-2396, Apr. 2020. 59. Xihan Chen, Yunlong Cai, Liyan Li, Minjian Zhao, Benoit Champagne, and Lajos Hanzo, "Energy-efficient resource allocation for latency-sensitive mobile edge computing," IEEE Transactions on Vehicular Technology, vol. 6, no. 9, pp. 2246-2262, Feb. 2020. 58. Yong Liao, Yuanxiao Hua, and Yunlong Cai, "Deep learning based channel estimation algorithm for fast time-varying MIMO-OFDM systems," IEEE Communications Letters, vol. 24, no. 3, pp. 572-576, Mar. 2020. 57. Xihan Chen, Yunlong Cai, Qingjiang Shi, Minjian Zhao, Benoit Champagne, and Lajos Hanzo, "Efficient resource allocation for relay-assisted computation offloading in mobile edge computing," IEEE Internet of Things Journal, vol. 7, no. 3, pp. 2452-2468, Mar. 2020.