王剑

个人信息Personal Information

研究员

博士生导师

硕士生导师

教师英文名称:Jian Wang

教师拼音名称:wangjian

电子邮箱:

办公地点:清华大学罗姆电子工程馆11-306

性别:男

联系方式:010-62772481

学位:博士学位

在职信息:在职

学科:通信与信息系统

学术成果

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部分学术出版物:


1. Y. Qiu, Y. Jin, L. Yu, J. Wang, Y. Wang, and X. Zhang, "Improving Sample Efficiency of Multi-Agent Reinforcement Learning with Non-expert Policy for Flocking Control," IEEE Internet of Things Journal,  Early Access, 2023.


2. J. Shi, J. Du, Y. Shen, J. Wang, J. Yuan and Z. Han, "DRL-Based V2V Computation Offloading for Blockchain-Enabled Vehicular Networks," IEEE Transactions on Mobile Computing, vol.22, no.7, pp.3882-3897, Jul. 2023.


3. Q. Wang, L. Wang, L. Yu, J. Wang, and X. Zhang, "An ID-Based Robust Identification Approach Toward Multitype Noncooperative Drones," IEEE Sensors Journal, vol.23, no.9, pp.10179-10192, May 2023.


4. J. Zhang and J. Wang, "Deep Adversarial Reinforcement Learning based Incentive Mechanism for Content Delivery in D2D-Enabled Mobile Networks," Neurocomputing, 544 (2023) 126258.


5. Q. An, J. Wang, Z. Zhang, and Y. Shen, "Information-Based Bit Allocation for Cooperative Visual Sensing in Vehicular Networks," IEEE Transactions on Vehicular Technology, vol.72, no.2, pp.2365-2380, Feb. 2023.


6. J. Zhang, Y. Shen, Y. Wang, X. Zhang and J. Wang, "Dual Timescale Resource Allocation for Collaborative Service Caching and Computation Offloading in IoT Systems,"  IEEE Transactions on Industrial Informatics, vol.19, no.2, pp.1735-1746, Feb. 2023.


7. Z. Lin, J. Yu, L. Zhou, X. Zhang, J. Wang, and Y. Wang, "Point Cloud Change Detection With Stereo V-SLAM: Dataset, Metrics and Baseline," IEEE Robotics and Automation Letters, vol.7, no.4, pp.12443-12450, Oct. 2022.


8. Z. Wang, H. Zhao, J. Wang and Y. Shen, "Signal-Multiplexing Ranging for Network Localization," IEEE Transactions on Wireless Communications, vol.21, no.3, pp.1694-1709, Mar. 2022.


9. L. Wang, J. Wang, and X. Zhang, "Discrete Radon-Fourier Transform and Its Approximation Algorithm in Short Range Ubiquitous Radar," IEEE Sensors Journal, vol.21, no.21, pp.24409-24421, Nov. 2021.


10. I. E. Carvajal-Roca, J. Wang, J. Du, and S. Wei, "A Semi-Centralized Dynamic Key Management Framework for In-Vehicle Networks," IEEE Transactions on Vehicular Technology, vol.70, no.10, pp.10864-10879, Oct. 2021.


11. Y. Huang, Y. Shen, J. Wang, and X. Zhang, "A Platoon-Centric Multi-Channel Access Scheme for Hybrid Traffic," IEEE Transactions on Vehicular Technology, vol.70, no.6, pp.5404-5418, Jun. 2021.


12. Y. Liu, Y. Wang, J. Wang, and Y. Shen, "UAV-aided Relative Localization of Terminals," IEEE Internet of Things Journal, vol.8, no.16, pp.12999-13013, Aug. 2021.


13. J. Shi, J. Du, J. Wang, J. Wang, and J. Yuan, "Priority-Aware Task Offloading in Vehicular Fog Computing Based on Deep Reinforcement Learning," IEEE Transactions on Vehicular Technology, vol.69, no.2, pp.16067-16081, Dec. 2020.


14. J. Du, C. Jiang, J. Wang, Y. Ren, and M. Debbah, "Machine Learning for 6G Wireless Networks: Carry-Forward-Enhanced Bandwidth, Massive Access, and Ultrareliable/Low Latency," IEEE Vehicular Technology Magazine, pp.121-134, Dec. 2020.


15. Y. Liu, Y. Wang, J. Wang, and Y. Shen, "Distributed 3D Relative Localization of UAVs," IEEE Transactions on Vehicular Technology, vol.69, no.10, pp. 11756-11770, Oct. 2020.


16. J. Zhang, J. Du, Y. Shen, and J. Wang, "Dynamic Computation Offloading with Energy Harvesting Devices: A Hybrid Decision Based Deep Reinforcement Learning Approach," IEEE Internet of Things Journal, vo.7, no.10, pp. 9303-9317, Oct. 2020.


17. C. Wang, J. Wang, J. Wang, and X. Zhang, "Deep Reinforcement Learning Based Autonomous UAV Navigation With Sparse Rewards," IEEE Internet of Things Journal, vol.7, no.7, pp. 6180-6190, July 2020.


18. C. Wang, J. Wang, Y. Shen, and X. Zhang, "Autonomous Navigation of UAVs in Large-Scale Complex Environments: A Deep Reinforcement Learning Approach," IEEE Transactions on Vehicular Technology, vol.68, no.3, pp. 2124-2136, Mar. 2019.


19 J. Wang, Y. Huang, Z. Feng, C. Jiang, H. Zhang, and V. C. M. Leung, "Reliable Traffic Density Estimation in Vehicular Network," IEEE Transactions on Vehicular Technology, vol.67, no.7, pp.6424-6437, July 2018.


20. J. Du, C. Jiang, J. Wang, Y. Ren, S. Yu, and Z. Han, "Resource Allocation in Space Multiaccess Systems," IEEE Transactions on Aerospace and Electronic Systems, vol.53, no.2, pp.596-618, Apr. 2017.


21. Y. Gan, C. Jiang, N. Beaulieu, J. Wang, and Y. Ren, "Secure Collaborative Spectrum Sensing: A Peer-Prediction Method," IEEE Transactions on Communications, vol.64, no.10, pp.4283-4294, Oct. 2016.


22. L. Xu, C. Jiang, Y. Chen, J. Wang, and Y. Ren, "A Framework for Categorizing and Applying Privacy-Preservation Techniques in Big Data Mining," IEEE Computer, vol.49, no.2, pp.54-62, 2016.


23. C. Jiang, X. Wang, J. Wang, H. Chen, and Y. Ren, "Security in space information networks," IEEE Communications Magazine, vol.53, no.8, pp. 82–88, Aug. 2015.


24. H. Xu, R. Blum, J. Wang, and J. Yuan, "Collocated MIMO radar waveform design for transmit beampattern formation," IEEE Transactions on Aerospace and Electronic Systems, vol.51, no.2, pp.1558-1568, Apr. 2015.


25. J. Wang, J. Mu, S. Wei, C. Jiang, and N. Beaulieu, "Statistical Characterization of Decryption Errors in Block-Ciphered Systems," IEEE Transactions on Communications, vol. 63, no. 11, pp. 4363-4376, Nov. 2015.


26. L. Xu, C. Jiang, J. Wang, J. Yuan, and Y. Ren, "Information Security in Big Data: Privacy and Data Mining," IEEE Access, vol.2, pp.1149-1176, Oct. 2014.


27. S. Wei, J. Wang, R. Yin, and J. Yuan, "Trade-Off Between Security and Performance in Block Ciphered Systems With Erroneous Ciphertexts," IEEE Transactions on Information Forensics and Security, vol.8, no.4, pp.636-645, Apr. 2013.


28. Y. Khiabani, S. Wei, J. Yuan, and J. Wang, "Enhancement of Secrecy of Block Ciphered Systems by Deliberate Noise," IEEE Transactions on Information Forensics and Security, vol.7, no.5, pp.1604-1613, Oct. 2012.


29. G. Su, J. Jin, Y. Gu, and J. Wang, "Performance Analysis of l0 Norm Constraint Least Mean Square Algorithm," IEEE Transactions on Signal Processing, vol.60, no.5, pp.2223-2235, May 2012.