主要研究方向包括空天地一体化网络、移动群智感知网络中的隐私安全保护、对抗博弈及资源优化，主要研究成果如下： 期刊论文： 1. M. Zhang, L. Yang, S. He, M. Li, J. Zhang, “Privacy-Preserving Data Aggregation for Mobile Crowdsensing with Externality: An Auction Approach”, IEEE/ACM Transactions on Networking, Vol.29, No.3, p1046-1059, June 2021. 2. M. Zhang, J. Chen, S. He, L. Yang, X. Gong, J. Zhang, “Privacy-Preserving Database Assisted Spectrum Access for Industrial Internet of Things: A Distributed Learning Approach”, IEEE Transactions on Industrial Electronics, Vol.67, No.8, p7094-7103, Aug. 2020. 3. M. Zhang, S. He, C. Yang, J. Chen, J. Zhang, “VANET-Assisted Interference Mitigation for Millimeter-Wave Automotive Radar Sensors”, IEEE Network, Vol.34, No.2, p238-245, Apr. 2020. 4. M. Zhang, J. Chen, L. Yang, J. Zhang, “Dynamic Pricing for Privacy-Preserving Mobile Crowdsensing: A Reinforcement Learning Approach”, IEEE Network, Vol.33, No.2, p160-165, Apr. 2019. 5. M. Zhang, L. Yang, X. Gong, S. He, J. Zhang, “Wireless Service Pricing Competition Under Network Effect, Congestion Effect, and Bounded Rationality”, IEEE Transactions on Vehicular Technology, Vol.67, No.8, p7497-7507, Aug. 2018. 6. X. Gong, X. Chen, K. Xing, D. Shin, M. Zhang, J. Zhang, “From Social Group Utility Maximization to Personalized Location Privacy in Mobile Networks”, IEEE/ACM Transactions on Networking, Vol.25, No.3, p1703-1716, June 2017. 会议论文：
1. M. Zhang, R. Han, J. Wang, L. Bai, “AoI-Aware Multiple Access for Unmanned Swarm Network: A Poisson Evolutionary Game Approach”, IEEE/CIC ICCC, 2024. (Best paper award) 2. L. Yang, M. Zhang, S. He, J. Zhang, “Crowd-Empowered Privacy-Preserving Data Aggregation for Mobile Crowdsensing”, ACM MobiHoc, 2018. 3. M. Zhang, L. Yang, X. Gong, J. Zhang, “Impact of Network Effect and Congestion Effect on Price Competition among Wireless Service Providers”, IEEE CISS, 2016. 4. M. Zhang, L. Yang, X. Gong, J. Zhang, “Privacy-Preserving Crowdsensing: Privacy Valuation, Network Effect, and Profit Maximization”, IEEE GLOBECOM, 2016. 5. M. Zhang, L. Yang, D. Shin, X. Gong, J. Zhang, “Privacy-Preserving Database Assisted Spectrum Access: A Socially-Aware Distributed Learning Approach”, IEEE GLOBECOM, 2015. 6. X. Gong, X. Chen, K. Xing, M. Zhang, J. Zhang, “Personalized Location Privacy in Mobile Networks: A Social Group Utility Approach”, IEEE INFOCOM, 2015. 7. M. Zhang, X. Chen, J. Zhang, “Social-aware Relay Selection for Cooperative Networking: An Optimal Stopping Approach”, IEEE ICC, 2014. 专利授权： 1. 张梦源，沈洋斌，王孟昌，印卧涛，“云端调参系统、调参方法及调参系统”，国家发明专利，已授权。专利号：ZL202310126889.7
2.王景璟，白琳，陈建瑞，王佳星，任鹏飞，张梦源，“一种基于演化博弈的无人机防窃听主动置信方法”，已授权。专利号：ZL202404139009 |
