吳文甲

研究興趣

1. 智能無線網絡算法與系統。以Wi-Fi網絡為研究載體，利用人工智能技術，研究基于數據驅動的無線網絡資源分配策略與算法；研究其上層網絡協議及視頻傳輸的優化技術；設計與開發包括控制器和智能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. 物聯網設備指紋識别技術。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。

發表論文

Wei He, Wenjia Wu, Xiaolin Gu, Zichao Chen. Diff-ADF: Differential Adjacent-dual-frame Radio Frequency Fingerprinting for LoRa Devices. IEEE INFOCOM 2024, accepted.

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.

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.

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.

Wenjia Wu, Hao Wang, Zisheng Cheng. ReLoRaWAN: Reliable data delivery in LoRaWAN networks with multiple gateways. Ad Hoc Networks, 2023, 147: 103203.

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.

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.

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

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.

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.

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.

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.

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.

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. Proceedings of the IEEE INFOCOM, 2020.

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.

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.

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.

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.

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

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

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.

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.

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).

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

發明專利授權/申請

吳文甲, 劉彧靜, 姚嘉智, 楊明, 陳周國, 丁建偉. 時變需求驅動的密集WLAN終端關聯管理方法. 專利号: ZL202210135446.X, 已授權

吳文甲, 馬勝, 楊明, 淩振, 顧曉丹. 移動邊緣計算中區域化層次化任務遷移方法. 專利号: ZL202010378577.1, 已授權

吳文甲, 孫聲宇, 羅軍舟, 單馮, 楊明, 淩振. 無線網絡中時變需求驅動的可移動接入點調度方法. 專利号: ZL201911183399.0, 已授權

吳文甲, 楊明, 淩振, 師曉敏, 汪立鶴, 查付政. 一種面向大規模密集無線網絡的分層式負載均衡方法. 專利号: ZL201910617334.6, 已授權

吳文甲, 徐威鴻, 羅軍舟, 楊明, 淩振, 李曉雲. 基于OpenFlow協議的密集WLAN幹擾控制方法. 專利号: ZL201711268709.X, 已授權

吳文甲, 羅軍舟, 魏娜, 楊明, 淩振. 一種基于查詢結果集敏感度的數據洩露檢測方法. 專利号: ZL201710905803.5, 已授權

沈藝彬, 向芋錦, 李欣和, 王馳, 吳文甲. 一種面向終端能耗優化的交互性視頻彈幕傳輸方法. 專利号: ZL202211434514.9, 已授權

楊明，羅軍舟，吳文甲，王維. 無線Mesh網絡網關負載均衡的方法. 專利号: ZL201110137952.4, 已授權

楊明，羅軍舟，王維，吳文甲. AC-AP架構無線Mesh網組播通信方法. 專利号: ZL201110138107.9, 已授權

楊明，倪振宇，羅軍舟，吳文甲，淩振. 一種基于運行環境狀态的Android權限細粒度訪問控制方法. 專利号: ZL201410431653.5, 已授權

吳文甲, 俞瑜, 馬勝, 楊明. 密集無線網絡中的邊緣側直播視頻傳輸調度方法. 申請号: 202210795415.7

吳文甲, 袁家樂, 劉彧靜, 楊明. 基于湯普森采樣的WLAN異構終端接入控制方法. 申請号: 202311141228.8

吳文甲, 成子盛, 王昊, 楊明. 面向室内多網關環境的LoRa傳輸參數分配方法. 申請号: 202311131995.0

于濟源, 趙南輝, 寇碩, 袁家樂, 吳文甲. 基于eBPF監測的無線網絡DASH視頻流碼率自适應方法. 申請号: 202410161108.2

授課情況

（一）課程名稱：數據結構

    授課對象：本科二年級

    授課時間：秋季學期

（二）課程名稱：計算機網絡及應用

    授課對象：本科二年級

    授課時間：春季學期

（三）課程名稱：移動互聯網導論

    授課對象：本科三年級

    授課時間：春季學期

（四）課程名稱：專業閱讀與寫作

    授課對象：本科一年級

    授課時間：暑期學校