（1）智能無線網絡算法與系統。以Wi-Fi網絡為研究載體，研究基于數據驅動的無線網絡資源分配策略與算法；研究其上層的TCP協議及視頻傳輸協議的優化方法；設計與開發包括控制器和OpenWRT AP的智能無線網絡系統。

（2）面向物聯網的無線傳輸技術。研究低功耗Wi-Fi傳輸技術、LoRa可靠傳輸技術、無人機中繼傳輸技術等，以适配物聯網的多樣化業務需求。

（3）基于物聯網設備指紋的識别認證技術。針對海量的物聯網終端，從Wi-Fi、LoRa等無線信号與報文中探究指紋産生機理，利用機器學習、深度學習算法，對終端類型、型号、個體等進行識别，從而實現輕量級認證。

[1] Wei He, Wenjia Wu*, Xiaolin Gu, Zichao Chen. Diff-ADF: Differential Adjacent-dual-frame Radio Frequency Fingerprinting for LoRa Devices. IEEE INFOCOM 2024. （CCF A)

[2] Xiaolin Gu, Wenjia Wu*, Yusen Zhou, Aibo Song, Ming Yang, Zhen Ling, Junzhou Luo. CQP-RFFI: Injecting a Communication-Quality Preserving RF Fingerprint for Wi-Fi Device Identification. IEEE/ACM IWQoS 2024. (CCF B)

[3] Xiaolin Gu, Wenjia Wu*, Aibo Song, Ming Yang, Zhen Ling, Junzhou Luo. RF-TESI: Radio Frequency Fingerprint-based Smartphone Identification under Temperature Variation. ACM Transactions on Sensor Networks, 2024, 20(2): 41. (CCF B)

[4] Xiaolin Gu, Wenjia Wu*, Yusen Zhou, Aibo Song, Ming Yang, Zhen Ling, Junzhou Luo. TEA-RFFI: Temperature adjusted radio frequency fingerprint-based smartphone identification. Computer Networks, 2024, 238: 110115. (CCF B, JCR Q1)

[5] Wenjia Wu, Jiale Yuan, Sheng Ma, Ming Yang. AP-assisted adaptive video streaming in wireless networks with high-density clients. Computer Communications, 2024, 219: 53-63. (JCR Q1)

[6] Yu Yu, Yulian Pan, Wenjia Wu, Ming Yang. MASA: Measurement and Analysis of MAC Address Randomization with Sniffer Array. Proceedings of the 19th International Conference on Mobility, Sensing and Networking (MSN). 2023, 325-332.

[7] Wenjia Wu, Hao Wang, Zisheng Cheng. ReLoRaWAN: Reliable data delivery in LoRaWAN networks with multiple gateways. Ad Hoc Networks, 2023, 147: 103203. (JCR Q1)

[8] 顧曉丹, 吳文甲, 淩振. 用戶密集環境下基于邊緣智能的直播視頻傳輸優化機制. 通信學報, 2023, 44(11): 55-66. (CCF T1)

[9] Weidu Ye, Junzhou Luo, Wenjia Wu, Feng Shan, MingYang. MUTAA: An online trajectory optimization and task scheduling for UAV-aided edge computing, Computer Networks, 2022, 218: 109405. (CCF B, JCR Q1)

[10] Xiaolin Gu, Wenjia Wu, Naixuan Guo, Wei He, Aibo Song, Ming Yang, Zhen Ling, Junzhou Luo. TeRFF: Temperature-aware Radio Frequency Fingerprinting for Smartphones. IEEE SECON 2022. (CCF B)

[11] Wenjia Wu, Shengyu Sun, Feng Shan, Ming Yang, Junzhou Luo. Energy-Constrained UAV Flight Scheduling for IoT Data Collection with 60 GHz Communication. IEEE Transactions on Vehicular Technology, 2022, 71(10): 10991-11005 (JCR Q1)

[12] Wenjia Wu, Yujing Liu, Jiazhi Yao, Xiaolin Fang, Feng Shan, Ming Yang, Zhen Ling, Junzhou Luo. Learning-aided client association control for high-density WLANs. Computer Networks, 2022, 212: 109043. (CCF B, JCR Q1)

[13] Kai Dong, Yakun Zhang, Yuchen Zhao, Daoming Li, Zhen Ling, Wenjia Wu, Xiaorui Zhu. Real-Time Execution of Trigger-Action Connection for Home Internet-of-Things. IEEE INFOCOM 2022. (CCF A)

[14] Chunmian Wang, Zhen Ling, Wenjia Wu, Qi Chen, Ming Yang, Xinwen Fu. Large-scale Evaluation of Malicious Tor Hidden Service Directory Discovery.  IEEE INFOCOM 2022. (CCF A)

[15] Zhen Ling, Gui Xiao, Wenjia Wu, Xiaodan Gu, Ming Yang, Xinwen Fu. Towards an Efficient Defense against Deep Learning based Website Fingerprinting. IEEE INFOCOM 2022. (CCF A)

[16] Xiaolin Gu, Wenjia Wu, Zhouguo Chen, Aibo Song, Zhen Ling, Ming Yang. 802.11ac Device Identification based on MAC Frame Analysis. IEEE CSCWD 2021: 366-371.

[17] Feng Shan, Junzhou Luo, Runqun Xiong, Wenjia Wu, Jiashuo Li. Looking before Crossing: An Optimal Algorithm to Minimize UAV Energy by Speed Scheduling with a Practical Flight Energy Model. IEEE INFOCOM 2020. (CCF A)

[18] Weidu Ye, Junzhou Luo, Feng Shan, Wenjia Wu, Ming Yang. Offspeeding: Optimal energy-efficient flight speed scheduling for UAV-assisted edge computing. Computer Networks, vol. 183, p. 107577, 2020. (CCF B, JCR Q1)

[19] Wenjia Wu, Weihong Xu, Zhouguo Chen, Ming Yang. Energy‐efficient Link Scheduling in Time‐variant Dual‐Hop 60GHz Wireless Networks. Concurrency and Computation: Practice and Experience, 2020, 32(23): e5903.

[20] Xiaolin Gu, Wenjia Wu, Xiaodan Gu, Zhen Ling, Ming Yang, Aibo Song. Probe Request Based Device Identification Attack and Defense. Sensors, 2020, 20(16): 4620.

[21] Yiting Zhang, Ming Yang, Zhen Ling, Yaowen Liu, Wenjia Wu. FingerAuth: 3D magnetic finger motion pattern based implicit authentication for mobile devices. Future Generation Computer Systems, 2020, 108: 1324-1337.

[22] Weihong Xu, Wenjia Wu, Yingnan Yang, Ming Yang. Energy-efficient Link Scheduling with Load Constraints in Dual-Hop 60GHz Wireless Networks. Proceedings of 2019 Seventh International Conference on Advanced Cloud and Big Data (CBD), 2019

[23] Jiazhi Yao, Wenjia Wu, Ming Yang and Junzhou Luo. ACAC: An Airtime-aware Centralized Association Control System in 802.11ac WLANs. Proceedings of The 15th International Conference on Mobile Ad-hoc and Sensor Networks (MSN), 2019

[24] Naixuan Guo, Junzhou Luo, Zhen Ling, Ming Yang, Wenjia Wu, Xinwen Fu. Your clicks reveal your secrets: a novel user-device linking method through network and visual data. Multimedia Tools and Applications. 2019, 78: 8337–8362.

[25] Wenjia Wu, Junzhou Luo, Kai Dong, Ming Yang, Zhen Ling. Energy-Efficient User Association with Congestion Avoidance and Migration Constraint in Green WLANs. Wireless Communications and Mobile Computing (WCMC), 2018, 9596141.

[26] Wenjia Wu, Xiaolin Gu, Kai Dong, Xiaomin Shi, Ming Yang. PRAPD: A novel received signal strength–based approach for practical rogue access point detection. International Journal of Distributed Sensor Networks, 2018, 14(8).

[27] Weihong Xu, Xiaomin Shi, Ming Yang, Wenjia Wu. Load-Aware AP Scheduling in Green WLANs. Proceedings of 2018 Sixth International Conference on Advanced Cloud and Big Data (CBD), 2018, pp. 354-359.

[28] Wenjia Wu, Junzhou Luo, Ming Yang, Xiaolin Fang. Energy-efficient activation of nodes and radios in multi-radio WLAN mesh networks. International Journal of Sensor Networks (IJSNet), 23(3): pp187-200, 2017.

[29] Xiaoyun Li, Junzhou Luo, Wenjia Wu, Ming Yang, Joint AP Coverage Adjustment and User Association Optimization for Load Balancing in Multi-rate WLANs, Proceedings of the 2017 IEEE 21st International Conference on Computer Supported Cooperative Work in Design (CSCWD), Apr. 26-28, 2017, Wellington, New Zealand, 390-395.

[30] Wenjia Wu, Jianan Wu, Yanhao Wang, Zhen Ling, Ming Yang. Efficient Fingerprinting-Based Android Device Identification With Zero-Permission Identifiers, IEEE Access, 2016, 4: 8073-8083.

[31] Wenjia Wu, Junzhou Luo, Ming Yang, Xiaolin Fang. Joint Node Scheduling and Radio Switching for Energy Efficiency in Multi-radio WLAN Mesh Networks, Proceedings of the IEEE 11th International Conference on Mobile Ad-Hoc and Sensor Networks (MSN), Dec. 16-18, pp208-215, Shenzhen, China, 2015.

[32] Wenjia Wu, Junzhou Luo, Ming Yang, Xiaoyun Li, Energy Efficient Channel Assignment with Switching Optimization in Multi-radio Wireless Networks, Proceedings of 2015 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct 9-12, 2015, pp1315-1320, Hong Kong, 2015.

[33] 羅軍舟, 楊明, 淩振, 吳文甲, 顧曉丹. 匿名通信與暗網研究綜述. 計算機研究與發展, 2019, 56(1): 103-130.

[34] 羅軍舟, 楊明, 淩振, 吳文甲, 顧曉丹. 網絡空間安全體系與關鍵技術. 中國科學: 信息科學, 2016, 46(08): 939-968.

[35] 吳文甲, 楊明, 羅軍舟. 無線Mesh網絡中滿足帶寬需求的路由器部署方法. 計算機學報, 2014, 37(2): 344-355.

[36] 吳文甲, 楊明, 羅軍舟, 王維. 幹擾約束和負載均衡的無線Mesh網絡網關部署策略. 計算機學報, 2012, 35(5): 883-897.

[37] 羅軍舟, 吳文甲, 楊明. 移動互聯網：終端、網絡與服務. 計算機學報, 2011, 34(11): 2029-2051.

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