梁輝 博士，副教授 辦公室：瑞鷹國際科技創新園7棟2樓，未來通信網絡研究中心201室       電話：13500812535 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

期刊論文：

1. H. Liang, Z. Yang, G. Zhang, and H. Hou, "Resource Allocation for Spa ace-Air-Ground Integrated Networks:A Comprehensive Review," Journal o of Communications and Information Networks, vol. 9, no. 1, pp. 1-23, 2024, doi:10.23919/JCIN.2024.10494938.

2. J. Wang, W. Cheng, W. Zhang, and H. Liang, "Statistical QoS Provision ning Architecture for 6G Satellite-Terrestrial Integrated Networks," Journal of Communications and Information Networks, vol. 9, no. 1, pp. 34-42, 2024, doi:10.23919/JCIN.2024.10494937.

3. H. Liang and W. Zhang, "Stochastic-Stackelberg-Game-Based Edge Service Selection for Massive IoT Networks," IEEE Internet of Things Journal, vol. 10, no. 24, pp. 22080-22095, 2023, doi: 10.1109/JIOT.2023.3303480. (SCI一區)

4. H. Liang, H. Li* and W. Zhang, "A Combinatorial Auction Resource Trading Mechanism for Cybertwin-Based 6G Network," in IEEE Internet of Things Journal, vol. 8, no. 22, pp. 16349-16358, 15 Nov, 2021, Date of Publication: 08 July 2021, doi: 10.1109/JIOT.2021.3095554. (SCI一區)

5. W. Yang, L. Shi, H. Liang*, and W. Zhang, "Trusted Mobile Edge Computing: DAG Blockchain-aided Trust Management and Resource Allocation," IEEE Transactions on Wireless Communications, pp. 1-1, 2023, doi: 10.1109/TWC.2023.3323974. (SCI一區)

6. H. Liang and W. Zhang*, "A Survey and Taxonomy of Resource Allocation Methods in Wireless Networks," in Journal of Communications and Information Networks, vol. 6, no. 4, pp. 372-384, Dec. 2021, doi: 10.23919/JCIN.2021.9663102.

7. H. 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, Date of Publication: 14 April 2020, doi: 10.1109/TVT.2020.2985704.(SCI二區)

8. Y. Li, X. Zhao and H. 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, Date of Publication: 16 June 2020. (SCI一區)

9. X. Mu, X. Zhao and H. 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, Date of Publication: 21 May 2020. (SCI二區)

10. M. Li, X. Zhao, H. 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, Date of Publication: 16 April 2019, doi: 10.1109/TVT.2019.2911544. (SCI二區)

11. H. Liu, X. Zhao, H. 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, Date of Publication: 11 April 2019, doi: 10.1109/TVT.2019.2910282. (SCI二區)

12. H. Liang and X. Zhao, "Dynamic programming based power control algorithm with primary user QoS guarantee for cognitive radio networks," Chinese Journal of Electronics, vol. 22, no. 2, pp. 353-358, 2013.

13. H. Liang and X. Zhao, "Primary user QoS and activity concerned resource allocation algorithm in OFDM based cognitive radio system," Chinese Journal of Electronics, vol. 22, no. 1, pp. 167-172, 2013.

14. 梁輝 and 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, vol. 32, no. 11, pp. 44-50, 2011. （國内核心期刊）

會議論文：

1. H. Liang and W. Zhang, "A Game-Theoretic Access Strategy for Satellite Edge Computing enabled Massive IoT Networks," in GLOBECOM 2023 - 2023 IEEE Global Communications Conference, Kuala Lumpur, Malaysia, 4-8 Dec. 2023.

2. W. Yang, L. Shi, H. Liang, and W. Zhang, "Blockchian Empowered Reliable Computation Offloading and Resource Allocation for Mobile Edge Computing Networks," in 2023 IEEE/CIC International Conference on Communications in China (ICCC), 10-12 Aug. 2023 2023, pp. 1-6, doi: 10.1109/ICCC57788.2023.10233572.

3. H. Liang, W. Yang, Q. Li and W. Zhang*, "Poisson Game with Population Uncertainty for Mobile Edge Computing Networks," 2022 IEEE/CIC International Conference on Communications in China (ICCC), Sanshui, Foshan, China, 11-13 Aug. 2022, pp. 878-883, Date of Publication: 22 September 2022, doi: 10.1109/ICCC55456.2022.9880767.

4. H. Liang, W. Yang, Q. Li, and W. Zhang, "Poisson Game with Population Uncertainty for Mobile Edge Computing Networks," in 2022 IEEE/CIC International Conference on Communications in China (ICCC), Sanshui, Foshan, China, 11-13 August 2022: IEEE, 2022, pp. 878-883.

5. H. 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, 12-14 Dec. 2020, pp. 84-89, Date of Publication: 16 February 2021, doi: 10.1109/HotICN50779.2020.9350841.

6. H. Liang, X. Zhao, and W. Zhang, "Optimal power allocations for multichannel energy harvesting cognitive radio," in 2017 IEEE 18th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM), 12-15 June 2017 2017, pp. 1-6, doi: 10.1109/WoWMoM.2017.7974325.

7. S. Pan, X. Zhao, and H. Liang, "Robust power allocation with SINR target based on Lyapunov stability approach for cognitive radio networks," in 2017 23rd Asia-Pacific Conference on Communications (APCC), 11-13 Dec. 2017 2017, pp. 1-6, doi: 10.23919/APCC.2017.8304018.

8. H. Liang, X. Zhao, and C. Zhang, "Fair adaptive resource allocation in NC-OFDM based cognitive radio system," in 2010 International Conference on Wireless Communications & Signal Processing (WCSP), 21-23 Oct. 2010 2010, pp. 1-5, doi: 10.1109/WCSP.2010.5633754.

9. H. Liang and X. Zhao, "Optimal power allocation for energy harvesting cognitive radio networks with primary rate protection," in 2016 International Conference on Computing, Networking and Communications (ICNC), 15-18 Feb. 2016 2016, pp. 1-6, doi: 10.1109/ICCNC.2016.7440658.

六、指導研究生

現為東莞理工學院碩士生導師，2024年招收電子信息領域專業碩士研究生1人。