个人信息Personal Information
教授
教师英文名称:Yong REN
教师拼音名称:Ren Yong
性别:男
学位:博士学位
专著:
1. 任勇,王景璟,杜军,胡泰龙. 自主潜航器关键技术及应用,北京:人民邮电出版社,2021年9月,276千字,ISBN: 978-7-115-56631-7.
2. 任勇,姜春晓,杜军,王景璟. 空间信息网络体系架构及其应用. 北京:人民邮电出版社,2019年1月1日,315千字,ISBN: 978-7-115-46586-3.
3. 任勇,徐蕾,姜春晓,王景璟,杜军. 非对称信息共享网络理论与技术. 北京:高等教育出版社,2019年6月11日,380千字,ISBN: 978-7-04-051855-9.
4. L. Xu, Chunxiao Jiang, Y. Qian, and Yong Ren, "Data Privacy Games", Springer.
6. J. Du, Chunxiao Jiang, E. Gelenbe, H. Zhang and Yong Ren "Traffic Offloading in Software Defined Ultra-Dense Networks" in "Ultra-dense Networks Principles and Applications", Cambridge University Press.
代表性论文:
[1] Z Wang, J Du, C Jiang, Z Xia, Yong Ren, Z Han, “Task Scheduling for Distributed AUV Network Target Hunting and Searching: An Energy-Efficient AoI-Aware DMAPPO Approach”, IEEE Internet of Things Journal, vol. 10, no. 9, pp. 8271-8285, May. 2022.
[2] W Wei, J Wang, Z Fang, J Chen, Yong Ren, Y Dong, “3U: Joint Design of UAV-USV-UUV Networks for Cooperative Target Hunting”, IEEE Transactions on Vehicular Technology, vol. 72, no. 3, pp. 4085-4090, Mar. 2023.
[3] X Hou, J Wang, T Bai, Y Deng, Yong Ren, L. Hanzo, “Environment-Aware AUV Trajectory Design and Resource Management for Multi-Tier Underwater Computing”, IEEE Journal on Selected Areas in Communications, vol. 41, no. 2, pp. 474-490, Feb. 2023.
[4] Z Fang, J Wang, C Jiang, X Wang, Yong Ren, “Average Peak Age of Information in Underwater Information Collection with Sleep-scheduling”, IEEE Transactions on Vehicular Technology, 2022.
[5] Z Fang, J Wang, Yong Ren, Z Han, H.-V. Poor, L. Hanzo, “Age of Information in Energy Harvesting Aided Massive Multiple Access Networks”, IEEE Journal on Selected Areas in Communications, vol. 40, no. 5, pp. 1441-1456, May 2022.
[6] Z Fang, J Wang, J Du, X Hou, Yong Ren, Z Han, “Stochastic Optimization Aided Energy-Efficient Information Collection in Internet of Underwater Things Networks”, IEEE Internet of Things Journal, vol. 9, no. 3, pp. 1775-1789, Feb. 2022.
[7] Z Xia, J Du, J Wang, C Jiang, Yong Ren, G Li, Z Han, “Multi-Agent Reinforcement Learning Aided Intelligent UAV Swarm for Target Tracking”, IEEE Transactions on Vehicular Technology, vol. 71, no. 1, pp. 931 - 945, Nov. 2021.
[8] J Du, J Song, Yong Ren, J Wang, “Convergence of Broadband and Broadcast/Multicast in Maritime Information Networks”, Tsinghua Science and Technology, vol. 26, no. 5, pp. ·592 – 607, Oct. 2021.
[9] S Guan, J Wang, C Jiang, R Duan, Yong Ren, T.-Q.-S. Quek, “MagicNet: The Maritime Giant Cellular Network”, IEEE Communications Magazine, vol. 59, no. 3, pp. 117-123, Mar. 2021.
[10] X Hou, J Wang, Z Fang, X Zhang, S Song, X Zhang, Yong Ren, “Machine Learning Aided Mission-Critical Internet of Underwater Things”, IEEE Network, vol. 35, no. 4, pp. 160-166, Aug. 2021.
[11] J Du, C Jiang, J Wang, Yong Ren, M. Debbah, “Machine Learning for 6G Wireless Networks: Carrying Forward Enhanced Bandwidth, Massive Access, and Ultrareliable/Low-Latency Service”, IEEE Vehicular Technology Magazine, vol. 15, no. 4, pp. 123 - 134, Dec. 2020.
[12] J. Wang, C. Jiang, H. Zhang, Yong Ren, K.-C. Chen, and L. Hanzo, “Thirty years of machine learning: The road to pareto-optimal wireless networks,” IEEE Communications Surveys & Tutorials, vol. 22, no. 3, pp. 1472–1514, 2020.
[13] Z. Fang, J. Wang, C. Jiang, Q. Zhang and Yong Ren, “AoI Inspired Collaborative Information Collection for AUV Assisted Internet of Underwater Things”, IEEE Internet of Things Journal, vol. 8, no. 19, pp. 14559-14571, Oct. 2021.
[14] S. Guan, J. Wang, Z. Fang and Yong Ren, “On Solving Link-a-Pix Picture Puzzle“, IEEE Transactions on Games, vol. 13, no. 3, pp. 321-324, Sep. 2021.
[15] R. Duan, J. Du, C. Jiang, and Yong Ren, "Value-Based Hierarchical Information Collection for AUV-Enabled Internet of Underwater Things", IEEE Internet of Things Journal, vol. 7, no. 10, pp. 9870-9883, Oct. 2020.
[16] X. Hou, Z. Ren, J. Wang, W. Cheng, Yong Ren, C-K. Chen and H. Zhang, “Reliable Computation Offloading for Edge Computing-Enabled Software-Defined IoV”, IEEE Internet of Things Journal, vol. 7, no. 8, pp. 7097-7111, Aug. 2020.
[17] J. Wang, C. Jiang, K. Zhang, X. Hou, Yong Ren and Y. Qian, "Distributed Q-Learning Aided Heterogeneous Network Association for Energy-Efficient IIoT", IEEE Transactions on Industrial Informatics, vol. 16, no. 4, pp. 2756-2764, Apr. 2020.
[18] R. Duan, J. Wang, H. Zhang, Yong Ren and L. Hanzo, ''Joint Multicast Beamforming and Relay Design for Maritime Communication Systems'', IEEE Transactions on Green Communications and Networking, vol. 4, no. 1, pp. 139-151, Mar. 2020.
[19] H. Zhang, C. Jiang, J. Wang, L. Wang, Yong Ren and L. Hanzo, "Multicast Beamforming Optimization in Cloud-Based Heterogeneous Terrestrial and Satellite Networks", IEEE Transactions on Vehicular Technology, vol. 69, no. 2, pp. 1766-1776, Feb. 2020.
[20] J. Wang, S. Guan, C. Jiang, D. Alanis, Yong Ren and L. Hanzo, "Network Association in Machine-Learning Aided Cognitive Radar and Communication Co-Design", IEEE Journal on Selected Areas in Communications, vol. 37, no. 10, pp. 2322-2336, Oct. 2019.
[21] F. Luo, C. Jiang, S. Yu, Y. Li, Yong Ren and Z. Liu, "Stability of Cloud-based UAV System Supporting Big Data Acquisition and Processing", IEEE Transactions on Cloud Computing, vol. 7, no. 3, pp. 866-877, Sep. 2019.
[22] R. Duan, J. Wang, C. Jiang, H. Yao, Yong Ren and Y. Qian, ''Resource Allocation for Multi-UAV Aided IoT NOMA Uplink Transmission Systems'', IEEE Internet of Things Journal, vol. 6, no. 4, pp. 7025-7037, Aug. 2019.
[23] T. Bai, J. Wang, Yong Ren and L. Hanzo, ''Energy-Efficient Computation Offloading for Secure UAV-Edge-Computing Systems'', IEEE Transactions on Vehicular Technology, vol. 68, no. 6, pp. 6074-6087, Jun. 2019.
[24] J. Du, C. Jiang, Z. Han, H. Zhang, S. Mumtaz, and Yong Ren, "Contract Mechanism and Performance Analysis for Data Transaction in Mobile Social Networks", IEEE Transactions on Network Science and Engineering, vol. 6, no. 2, pp. 103-115, Jun. 2019.
[25] J. Du, E. Gelenbe, C. Jiang, H. Zhang, Yong Ren and V. Poor, "Peer Prediction-Based Trust Assessment and Trustworthy Service Rating in Social Networks", IEEE Transactions on Information Forensics & Security, vol. 14, no. 6, pp. 1582-1594, Jun. 2019.
[26] R. Duan, J. Wang, C. Jiang, Yong Ren and L. Hanzo, "The Transmit-Energy vs Computation-Delay Trade-off in Gateway-Selection for Heterogeneous Cloud Aided Multi-UAV Systems", IEEE Transactions on Communications, vol. 64, no. 4, pp. 3026-3039, Apr. 2019.
[27] L. Xu, C. Jiang, Y. Chen, Yong Ren and K. J. R. Liu, "User Participation in Collaborative Filtering Based Recommendation Systems: A Game Theoretic Approach", IEEE Transactions on Cybernetics, vol. 49, no. 4, pp. 1339-1352, Apr. 2019.
[28] J. Wang, C. Jiang, Z. Wei, C. Pan, H. Zhang and Yong Ren, "Joint UAV Hovering Altitude and Power Control for Space-Air-Ground IoT Networks", IEEE Internet of Things Journal, vol. 6, no. 2, pp. 1741-1753, Apr. 2019.
[29] J. Du, E. Gelenbe, C. Jiang, H. Zhang, Yong Ren and T. Quek, "Double Auction Mechanism Design for Video Caching in Heterogeneous Ultra-Dense Networks", IEEE Transactions on Wireless Communications, vol. 18, no. 3, pp. 1669-1683, Mar. 2019.
[30] J. Du, C. Jiang, E. Gelenbe, L. Xu, J. Li and Yong Ren. "Distributed Data Privacy Preservation in IoT Applications", IEEE Wireless Communications, vol. 25, no. 6, pp. 68 - 76, Dec. 2018.
[31] J. Du, C. Jiang, H. Zhang, Yong Ren and M. Guizani. "Auction Design and Analysis for SDN-Based Traffic Offloading in Hybrid Satellite-Terrestrial Networks", IEEE Journal on Selected Areas in Communications, vol. 36, no. 10, pp. 2202-2217, Oct. 2018.
[32] L. Xu, C. Jiang, N. He, Y. Qian, Yong Ren and J. Li, "Check in or Not? A Stochastic Game for Privacy Preserving in Point-of-Interest Recommendation System", IEEE Internet of Things Journal, vol. 5, no. 5, pp. 4178-4190, Oct. 2018.
[33] Y. Meng, C. Jiang, T. Quek, Z. Han, and Yong Ren, "Social Learning Based Inference for Crowdsensing in Mobile Social Networks", IEEE Transactions on Mobile Computing, vol. 17, no. 8, pp. 1966-1979, Aug. 2018.
[34] J. Du, C. Jiang, H. Zhang, X. Wang, Yong Ren and M. Debbah. "Secure Satellite-Terrestrial Transmission Over Incumbent Terrestrial Networks via Cooperative Beamforming", IEEE Journal on Selected Areas in Communications, vol. 36, no. 7, pp. 1367-1382, Jul. 2018.
[35] J. Wang, C. Jiang, Z. Han, Yong Ren and L. Hanzo, "Internet of Vehicles: Sensing Aided Transportation Information Collection and Diffusion", IEEE Transactions on Vehicular Technology, vol. 67, no. 5, pp. 3813-3825, May 2018.
[36] Z. Zhang, C. Jiang, S. Guo, Y. Qian, and Yong Ren, "Temporal Centrality-Balanced Traffic Management for Space Satellite Networks", IEEE Transactions on Vehicular Technology, vol. 67, no. 5, pp. 4427-4439, Apr. 2018.
[37] J. Wang, C. Jiang, K. Zhang, T. Q. S. Quek, Yong Ren and L. Hanzo, "Vehicular Sensing Networks in a Smart City: Principles, Technologies and Applications", IEEE Wireless Communications, vol. 25, no. 1, pp. 122-132, Feb. 2018.
[38] J. Du, C. Jiang, C. Chen, Yong Ren, and V. Poor, "Community-Structured Evolutionary Game for Privacy Protection in Social Networks", IEEE Transactions on Information Forensics & Security, vol. 13, no. 3, pp. 574-589, Mar. 2018.
[39] X. Zhang, J. Wang, C. Jiang, H. Li, Q. Guo, X. Wang and Yong Ren, “Hardware-in-the-Loop Simulation System for Space Information Networks”, Journal of Communications and Information Networks, vol. 2, no. 4, pp. 131-141, Dec. 2017.
[40] J. Du, E. Gelenbe, C. Jiang, H. Zhang and Yong Ren. "Contract Design for Traffic Offoading and Resource Allocation in Heterogeneous Ultra-Dense Networks", IEEE Journal on Selected Areas in Communications, vol. 35, no. 11, pp. 2457-2467, Nov. 2017.
[41] J. Wang, C. Jiang, Z. Han, Yong Ren and L. Hanzo, "Taking Drones to the Next Level: Cooperative Distributed Unmanned-Aerial-Vehicular Networks for Small and Mini Drones", IEEE Vehicular Technology Magazine, vol. 12, no. 3, pp. 73-82, Sep. 2017.
[42] C. Jiang, N. Beaulieu, Y. Li, Y. Zou, and Yong Ren, "DYWAMIT: Asynchronous Wideband Dynamic Spectrum Sensing and Access System", IEEE Systems Journal, vol. 11, no. 3, pp. 1777-1788, Sep. 2017.
[43] Y. Meng, C. Jiang, H. Chen and Yong Ren, "Cooperative Device-to-Device Communications -Social Networking Perspectives", IEEE Network, vol. 31, no. 3, pp. 38-44, Jun. 2017.
[44] J. Du, C. Jiang, J. Wang, S. Yu, Z. Han, and Yong Ren, "Resource Allocation in Space Multi-Access Systems", IEEE Transactions on Aerospace and Electronic Systems, vol. 53, no. 2, pp. 598-618, Apr. 2017.
[45] C. Jiang, H. Zhang, Yong Ren, Z. Han, K. Chen, and L. Hanzo, "Machine Learning Paradigms for Next-Generation Wireless Networks", IEEE Wireless Communications, vol. 24, no. 2, pp. 98-105, Apr. 2017. (ESI高被引论文)
[46] C. Jiang, L. Kuang, Z. Han, Yong Ren, and L. Hanzo, "Information Credibility Modeling in Cooperative Networks: Equilibrium and Mechanism Design", IEEE Journal on Selected Areas in Communications, vol. 35, no. 2, pp. 432-448, Feb. 2017.
[47] L. Xu, C. Jiang, Y. Qian, Yong Ren, Y. Zhao and J. Li, "Dynamic Privacy Pricing: a Multi-armed Bandit Approach with Time-variant Rewards", IEEE Transactions on Information Forensics & Security, vol. 12, no. 2, pp. 271-285, Jan. 2017.
[48] C. Jiang, H. Zhang, Z. Han, Yong Ren, V. Leung, and L. Hanzo, "Information-Sharing Outage-Probability Analysis of Vehicular Networks", IEEE Transactions on Vehicular Technology, vol. 65, no. 12, pp. 9479-9492, Dec. 2016.
[49] J. Wang, C. Jiang, Z. Han, Yong Ren and L. Hanzo, "Network Association Strategies for an Energy Harvesting Aided Super-WiFi Network Relying on Measured Solar Activity", IEEE Journal on Selected Areas in Communications, vol. 34, no. 12, pp. 3785-3797, Dec. 2016.
[50] L. Xu, C. Jiang, Y. Shen, T. Quek, Z. Han and Yong Ren, "Energy Efficient D2D Communications: a Perspective of Mechanism Design", IEEE Transactions on Wireless Communications, vol. 15, no. 11, pp. 7272-7285, Nov. 2016.
[51] Y. Gan, C. Jiang, N. Beaulieu, J. Wang, and Yong Ren, "Secure Collaborative Spectrum Sensing: a Peer-Prediction Method", IEEE Transactions on Communications, vol. 64, no. 10, pp. 4283-4294, Oct. 2016.
[52] J. Wang, C. Jiang, Z. Bie, T. Q. S. Quek and Yong Ren, "Mobile Data Transactions in Device-to-Device Communication Networks: Pricing and Auction", IEEE Wireless Communications Letters, vol. 5, no. 3, pp. 300-303, Jun. 2016.
[53] Y. Shen, C. Jiang, T. Quek and Yong Re, "Location-Aware Device Communication Design: Exploration and Exploitation on Energy", IEEE Wireless Communications, vol. 23, no. 2, pp. 46-52, May 2016.
[54] J. Du, C. Jiang, Q. Guo, M. Guizani and Yong Ren. "Cooperative Earth Observation through Complex Space Information Networks", IEEE Wireless Communications, vol. 23, no. 2, pp. 136-144, May 2016.
[55] J. Wang, C. Jiang, H. Zhang, Yong Ren and V. Leung, "Aggressive Congestion Control Mechanism for Space Systems", IEEE Aerospace and Electronic Systems Magazine, vol. 31, no. 3, pp. 28-33, Mar. 2016.
[56] J. Du, C. Jiang, Y. Qian, Z. Han, and Yong Ren, "Resource Allocation with Video Traffic Prediction in Cloud-based Space Systems", IEEE Transactions on Multimedia, vol. 18, no. 5, pp. 820-830, Mar. 2016.
[57] L. Xu, C. Jiang, Yong Ren, and H. Chen, "Microblog Dimensionality Reduction: A Deep Learning Approach", IEEE Transactions on Knowledge and Data Engineering, vol. 28, no. 7, pp. 1779-1789, Mar. 2016.
[58] Y. Meng, C. Jiang, L. Xu, Yong Ren, and Z. Han, "User Association in Heterogeneous Networks: A Social Interaction Approach", IEEE Transactions on Vehicular Technology, vol. 65, no. 12, pp. 9982-9993, Feb. 2016.
[59] L. Xu, C. Jiang, Y. Chen, J. Wang and Yong Ren, "A Framework for Categorizing and Applying Privacy-Preservation Techniques in Big Data Mining", IEEE Computer, vol. 49, no. 2, pp. 54-62, Feb. 2016.
[60] Y. Shen, C. Jiang, T. Quek and Yong Ren, "Device-to-Device-Assisted Communications in Cellular Networks: An Energy Efficient Approach in Downlink Video Sharing Scenario", IEEE Transactions on Wireless Communications, vol. 15, no. 2, pp. 1575-1587, Feb. 2016.
[61] J. Guo, X. Liu, C. Jiang, J. Cao and Yong Ren, "Distributed Fault-Tolerant Topology Control in Cooperative Wireless Ad Hoc Networks", IEEE Transactions on Parallel and Distributed Systems, vol. 26, no. 10, pp. 2699-2710, Oct. 2015.
[62] C. Jiang, X. Wang, J. Wang, H. Chen and Yong Ren, "Security in Space Information Networks", IEEE Communications Magazine, vol. 53, no. 8, pp. 82-88, Aug. 2015.
[63] L. Xu, C. Jiang, Y. Chen, Yong Ren and K. J. R. Liu, "Privacy or Utility in Data Collection? A Contract Theoretic Approach", IEEE Journal of Selected Topics in Signal Processing, vol. 9, no. 7, pp. 1256-1269, Apr. 2015.
[64] C. Jiang, N. Beaulieu, L. Zhang, Yong Ren, M. Peng and H. Chen, "Cognitive Radio Networks with Asynchronous Spectrum Sensing and Access", IEEE Network, vol. 29, no. 3, pp. 88-95, Jun. 2015.
[65] C. Jiang, Y. Chen, K. J. R. Liu and Yong Ren, "Network Economics in Cognitive Networks", IEEE Communications Magazine, vol. 53, no. 5, pp. 75-81, May 2015.
[66] F. Luo, C. Jiang, J. Du, J. Yuan, Yong Ren, S. Yu and M. Guizani, "A Distributed Gateway Selection Algorithm for UAV Networks", IEEE Transactions on Emerging Topics in Computing, vol. 3, no. 1, pp. 22-33, Dec. 2014.
[67] C. Jiang, Y. Chen, Yong Ren and K. J. R. Liu, "Maximizing Network Capacity with Optimal Source Selection: A Network Science Perspective", IEEE Signal Processing Letters, vol. 22, no. 7, pp. 938-942, Dec. 2014.
[68] C. Jiang, Y. Chen, K. J. R. Liu and Yong Ren, "Optimal Pricing Strategy for Operators in Cognitive Femtocell Networks", IEEE Transactions on Wireless Communications, vol. 13, no. 9, pp. 5288-5301, Jun. 2014.
[69] C. Jiang, H. Zhang, Yong Ren and H. Chen, "Energy-Efficient Non-cooperative Cognitive Radio Networks: Micro, Meso and Macro Views", IEEE Communications Magazine, vol. 52, no. 7, pp. 14-20, Jul. 2014.
[70] C. Jiang, Y. Chen, K. J. R. Liu and Yong Ren, "Renewal-Theoretical Dynamic Spectrum Access in Cognitive Radio Network with Unknown Primary Behavior", IEEE Journal on Selected Areas in Communications, vol. 31, no. 3, pp. 406-416, Feb. 2013.
[71] C. Jiang, N. He, Yong Ren, C. Chen and J. Ma, "uSD: Universal Sensor Entry Data Card", IEEE Transactions on Consumer Electronics, vol.56, no.03, pp. 1450-1456, Aug. 2010.
代表性专利:
[1] 发明专利:空间节点的协同探测方法和装置,ZL 201710569172.4,发明人:任勇,王景璟,肖志东,姜春晓,张凯,权利人:清华大学,清华大学天津高端装备研究院,已授权.
[2] 发明专利:水下潜航器的协作定位方法和系统,ZL 201910569143.8,发明人:任勇,沈渊,王云龙,王景璟,肖志东,姜春晓,权利人:清华大学,清华大学天津高端装备研究院,已授权.
[3] 发明专利:一种基于契约的水下声学传感网信息收集方法,ZL 202010255726.5,发明人:任勇,夏照越,王景璟,杜军,权利人:清华大学,已授权.
[4] 发明专利:一种面向水下多智能体的Q学习蚁群路由方法,ZL 202010033962.2,发明人:任勇,王景璟,方政儒,权利人:清华大学,已授权.
[5] 发明专利:异构AUV协同的水下信息采集系统及能量优化方法,ZL 202011416321.1,发明人:任勇,方政儒,王景璟,侯向往,权利人:清华大学,已公开.
[6] 发明专利:基于无人机网络的深远海信息服务质量优化方法,ZL 202010879783.0,发明人:王景璟,杜军,关桑海,侯向往,方政儒,任勇,权利人:清华大学,已授权.
[7] 发明专利:基于无人机网络的近海中继通信传输效率优化方法,ZL 202010878489.8,发明人:王景璟,杜军,关桑海,侯向往,方政儒,任勇,权利人:清华大学,已授权.
[8] 发明专利:水声信道测量方法、装置、无人潜航器和存储介质,ZL 202110639526.4,发明人:任勇,夏照越,杜军,王景璟,李刚,权利人:清华大学,已授权.
[9] 发明专利:水下曲线声道传输路由计算方法和装置,ZL 202111404479.1,发明人:任勇,王子源,杜军,夏照越,侯向往,权利人:清华大学,已授权.
[10] 发明专利:网络资源配置方法、装置、计算机设备及可读存储介质,ZL 202010193870.0,发明人:王剑; 杜军; 王景璟; 任勇,权利人:清华大学,已授权.
[11] 发明专利:动态网络告警分析方法、装置、计算机设备及存储介质,ZL 202010159923.7,发明人:王剑; 杜军; 王景璟; 任勇,权利人:清华大学,已授权.
[12] 实用新型:浮盘及应用其的漂浮式通信中继塔,ZL 201721134239.3,发明人:任勇,肖志东,王景璟,权利人:清华大学,清华大学天津高端装备研究院,已授权.
[13] 实用新型:锚结构及应用其的漂浮式通信中继塔,ZL 201721134341.3,发明人:任勇,肖志东,王景璟,权利人:清华大学,清华大学天津高端装备研究院,已授权.
[14] 实用新型:浮体固定桩、浮动防浪堤及防浪堤,ZL 201821620728.4,发明人:任勇,肖志东,权利人:任勇,肖志东,已授权.
[15] 实用新型:海浪发电装置及海浪发电系统,ZL 201821620363.5,发明人:任勇,肖志东,权利人:清华大学,已授权.
[16] 发明专利:漂浮式通信中继塔,ZL 201710793504.7,发明人:任勇,肖志东,王景璟,权利人:清华大学,清华大学天津高端装备研究院,已公开.
[17] 发明专利:海上风力发电系统,ZL 201811484653.6,发明人:任勇,肖志东,权利人:清华大学,已公开
代表性软著:
[1] AUV飞轮电机驱动系统,2019SR0863971,发明人:任勇、肖志东、王大雨、刘雨昊,权利人:清华大学,已授权.
[2] AUV滑台电机驱动系统,2019SR0863145,发明人:任勇、肖志东、王大雨、刘雨昊,权利人:清华大学,已授权.
[3] AUV远程保障系统,2019SR0863156,发明人:任勇、肖志东、王大雨、刘雨昊,权利人:清华大学,已授权.
[4] AUV整体通信系统,2019SR0863164,发明人:任勇、肖志东、王大雨、刘雨昊,权利人:清华大学,已授权.
[5] AUV综合控制系统,2019SR0863168,发明人:任勇、肖志东、王大雨、刘雨昊,权利人:清华大学,已授权.