梁輝 博士，副教授 辦公室： Email:huiliang@dgut.edu.cn

一、教育背景

2002.09－2006.07  吉林大學，通信工程專業，本科畢業

2006.09－2008.06  吉林大學，通信與信息系統專業，碩士畢業

2008.09－2011.12  吉林大學，通信與信息系統專業，博士畢業

 

二、工作經曆

2012.06－2017.08   吉林大學通信工程學院，講師

2017.09－2019.07   吉林大學通信工程學院，副教授

2019.08－2020.08   the University of New South Wales, UNSW，EET，國家公派訪問學者

2020.10－至今     東莞理工學院電子工程與智能化學院，副教授

 

三、澳门金莎

2012年-2019年在吉林大學工作期間，主要講授的課程有：電路分析基礎(2012年－2015年)、數字信号處理(2015年－2019年)、通信原理（2018年-2019年）

2020年起在東莞理工學院，主要講授的課程有：信息論與編碼技術

 

四、主持的教學研究項目

 

五、澳门金莎

主要從事現代通信系統資源分配理論及應用、分布式系統資源調度、雲原生網絡智能資源交易、人工智能等方面的研究。

（一）主持研究項目

1．基于投影動态系統理論的認知無線網絡實時功率分配問題研究，國家自然科學基金委員會，青年基金項目，2016-2018，19萬，主持

2．動态環境下認知網絡最優功率控制問題研究，吉林省教育廳，面上項目，2016-2018，3萬，主持

3．基于控制論和矩陣攝動理論的認知無線電系統動态資源分配問題研究，國家自然科學基金委員會，面上項目，2012-2015，60萬，第一參加人

4．時延和幹擾不确定的下墊式認知網絡動态功率控制研究，吉林省科技廳，面上項目，2018-2020，12萬，第一參加人

 

（二）發表的學術論文和著作

1. Hui Liang* and W. Zhang, "A Barter and Combinatorial Auction Based Hierarchical Resource Trade Mechanism for Cybertwin Network," 2020 3rd International Conference on Hot Information-Centric Networking (HotICN), Hefei, China, 2020, pp. 84-89

2. Hui Liang*, X. Zhao and Z. Li, "Optimal Energy Cooperation Policy in Fusion Center-Based Sustainable Wireless Sensor Networks," in IEEE Transactions on Vehicular Technology, vol. 69, no. 6, pp. 6401-6414, June 2020

3. Hui Liang*, X. Zhao and W. Zhang, "Optimal power allocations for multichannel energy harvesting cognitive radio," 2017 IEEE 18th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM), Macau, 2017, pp. 1-6

4. Hui Liang* and Xiaohui. Zhao, "Optimal power allocation for energy harvesting cognitive radio networks with primary rate protection," 2016 International Conference on Computing, Networking and Communications (ICNC), Kauai, HI, 2016, pp. 1-6, doi: 10.1109/ICCNC.2016.7440658

5. Hui Liang*, and Xiaohui Zhao. "Primary user QoS and activity concerned resource allocation algorithm in OFDM based cognitive radio system." Chinese Journal of Electronics 22, no. 1 (2013): 167-172

6. Hui Liang* and X. H. Zhao. "Dynamic programming based power control algorithm with primary user QoS guarantee for cognitive radio networks." Chinese Journal of Electronics 22, no. 2 (2013): 353-358

7. 梁輝*, 趙曉晖. 基于組合投資理論與主用戶QoS保證的認知系統資源分配算法. 通信學報, 2011, 32(11): 44-50.

8. Y. Li, X. Zhao and Hui Liang*, "Throughput Maximization by Deep Reinforcement Learning With Energy Cooperation for Renewable Ultradense IoT Networks," in IEEE Internet of Things Journal, vol. 7, no. 9, pp. 9091-9102, Sept. 2020

9. X. Mu, X. Zhao and Hui Liang*, "Power Allocation Based on Reinforcement Learning for MIMO System With Energy Harvesting," in IEEE Transactions on Vehicular Technology, vol. 69, no. 7, pp. 7622-7633, July 2020

10. M. Li, X. Zhao, Hui Liang* and F. Hu, "Deep Reinforcement Learning Optimal Transmission Policy for Communication Systems With Energy Harvesting and Adaptive MQAM," in IEEE Transactions on Vehicular Technology, vol. 68, no. 6, pp. 5782-5793, June 2019

11. H. Liu, X. Zhao, Hui Liang* and Z. Li, "POMDP-Based Energy Cooperative Transmission Policy for Multiple Access Model Powered by Energy Harvesting," in IEEE Transactions on Vehicular Technology, vol. 68, no. 6, pp. 5747-5757, June 2019

12. Y. Wang, X. Zhao, Hui Liang*, "Performance optimization for energy harvesting cognitive cooperative networks with imperfect spectrum sensing," Wireless Networks 25

13. Wang, Yuanyi, Xiaohui Zhao, and Hui Liang*. "Throughput maximization-based optimal power allocation for energy-harvesting cognitive radio networks with multiusers." EURASIP Journal on Wireless Communications and Networking 2018, no. 1 (2018): 7

14. Liu, Zhihan, Xiaohui Zhao, and Hui Liang*. "Robust energy efficiency power allocation for relay-assisted uplink cognitive radio networks." Wireless Networks 24, no. 4 (2018): 1237-1250

15. S. Pan, X. Zhao and Hui Liang*, "Robust power allocation with SINR target based on Lyapunov stability approach for cognitive radio networks," 2017 23rd Asia-Pacific Conference on Communications (APCC), Perth, WA, 2017, pp. 1-6

 

六、獲獎與榮譽

 

七、指導研究生

在吉林大學工作期間，擔任信息與通信工程、電子與通信工程碩士生導師