池凯凯科研成果

个人简介 池凯凯，浙江工业大学健行特聘教授，博导，学院智能物联网科研团队负责人。从事智能物联网、人工智能领域研究工作，主持4项国家自然科学基金项目，担任中国计算机学会物联网专委会委员、ACM SIGBED China委员、浙江省计算机学会嵌入式与物联网技术专委会委员。在国际权威期刊上发表了50余篇论文。获得发明专利授权近30项，其中多项转让给企业，产生了良好的经济效益。教育背景1.      1998.08 – 2002.06  西安电子科技大学通信工程专业（学士学位）2.      2002.08 – 2005.03  西安电子科技大学通信与信息系统专业（硕士学位）3.      2006.04 – 2009.03  日本东北大学信息基础科学专业（博士学位）4.      2009.04 – 2010.03  日本东北大学博士后  荣誉与奖励浙江省杰青浙江省“万人计划”青年拔尖人才“浙江省高校领军人才培养计划”高层次拔尖人才浙江省高校中青年学科带头人 浙江省151人才浙江省自然科学奖二等奖（第2完成人）， 2015 浙江省自然科学奖三等奖（第1完成人），2020校第七届 “我心目中的好导师”，2016 IEEE WCNC最佳论文奖，2008 CWSN2022(中国物联网学术会议)优秀论文奖，2022.  教学与课程 教材：《电路与模拟电子技术基础教程》，龙胜春,池凯凯,吴高标,李敏,孙惠英，清华大学出版社，2017。主讲课程：《计算方法及实现》《现代网络原理》《物联网工程设计与实施》 育人成果 正指导本科生、硕士研究生、博士研究生近30名。所指导的本科毕业生中，有多人前往清华大学、浙江大学、华东师范大学等国内知名高校深造。所指导的研究生毕业生，进入阿里、字节、网易、招行等知名企业以及浙工大、杭电、浙大宁波理工学院等高校就职。研究生获奖：2018届毕业生  林一民（2次国家奖学金，省优秀毕业生）2020届毕业生  陈喆飙（校优秀硕士毕业论文，省优秀毕业生）2022届毕业生  孔帅颖（国家奖学金，省优秀毕业生），孙娟（校优秀毕业生）2023届毕业生  陈文超、金炜炜（国家奖学金）指导学生获奖：2021年  第七届中国国际“互联网+”大学生创新创业大赛  银奖2021年  浙江省国际“互联网+”大学生创新创业大赛  金奖 科研项目 主持纵向科研项目（项目负责人）2023.01-2026.12，无线供能物联网边缘计算的智能计算卸载技术研究(62272414)，国家自然科学基金面上项目。2020.01-2023.12，无线供能传感网的高效供能和数据收集技术研究(LR20F020003)，浙江省自然科学基金杰出青年项目。2019.01-2022.12，单跳射频能量捕获无线传感网供能和数据收集技术及其理论(61872322)，国家自然科学基金面上项目。2015.01-2018.12，无线纳米传感器网络数据通信技术及其理论(61472367)，国家自然科学基金面上项目。2011.01-2013.12，基于网络编码的高吞吐量无线多跳网络关键技术研究(61001126)，国家自然科学基金青年基金。2013.01-2015.12，无线纳米传感器网络可靠高效数据通信技术研究(LY13F020025)，浙江省自然科学基金。2013.01-2014.12，无线多跳通信网络中的高性能网络编码技术研究，教育部留学回国人员科研启动基金。主持横向科研项目（项目负责人）基于互联网+GPS的接地线管理技术研究基于低成本移动智能终端的交通信息智能服务终端软件研发高效边缘计算方案研发新能源动力电池方形外壳高效精密数控冲床研制及产业化面向电流监测的智能边缘计算方案研发 科研成果 国际权威期刊论文代表作Y. Zhang, Y. Li, B. Chen, E. Li, K. Zheng, K. Chi, Y. Zhu, "Design of an RFID-Based Self-Jamming Identification and Sensing Platform”, IEEE Transactions on Mobile Computing,2024. (CCF A)Z. Cheng, J. Sun, Z. Zhang, M. Xia, K. Chi(通讯作者), Optimization of Detection Interval for Mobile Multiuser Molecular Communication with Anomalous Diffusion in Internet of Nano Things, IEEE Internet of Things Journal, vol. 11, no. 5, pp. 8590-8603, 2024.S. Zhang, S. Bao, K. Chi(通讯作者), K. Yu, S. Mumtaz, DRL-Based Computation Rate Maximization for Wireless Powered Multi-AP Edge Computing, IEEE Transactions on Communications, vol. 72, no. 2, pp. 1105-1118, 2024.  (CCF B)M. Xia, J. Lin, L. Ying, J. Sun, K. Chi, K. Gao, K. Yu, “Towards Sustainable Transportation: Robust Lane-Change Monitoring with A Single Back View Cabin Camera”, IEEE Transactions on Intelligent Transportation Systems, vol. 41, no. 10, pp. 3333-3348, 2023. (CCF  B)K. Fang, J. Qiu, T. Wang, K. Zheng, L. Xing, K. Mao, K. Chi. “IDRes: Identity-based Respiration Monitoring System for Digital Twins Enabled Healthcare”,  IEEE Journal on Selected Areas in Communications, vol. 41, no. 10, pp. 3333-3348,  2023. (CCF A)Z. Cheng, J. Sun, Z. Zhang, P. Hu, K Chi,“Channel Modeling and Optimal Released Molecules for Mobile Molecular MIMO Communications among Bionanosensors”, IEEE Sensors Journal, vol. 23, no. 19, pp. 22139-22152, 2023.M. Xia, J. Jin, B. Liu, Y. Hu, X. Wang, K. Chi, “Physical-Assisted Routing for Proactive Avoidance of Nomadic Obstacles in IoT”, ACM Transactions on Sensor Networks, vol. 19, no. 2, Article No.: 45, 2023. (CCF  B)K. Zheng, G. Jiang, X. Liu, K. Chi(通讯作者), X. Yao, J. Liu, “DRL-Based Offloading for Computation Delay Minimization in Wireless-Powered Multi-access Edge Computing”, IEEE Transactions on Communications, vol. 71, no. 3, pp. 1755-1770,2023. (CCF  B)K. Chi, J. Sun, S. Zhang, L. Huang, “Secrecy Rate Maximization for OFDM-Based Cognitive Radio Networks with An  Energy Harvesting Jammer”, IEEE Sensors Journal,  vol. 23, no. 3, pp. 3220-3232, 2023.K. Zheng, X. Jia, K. Chi(通讯作者), X. Liu, “DDPG-based Joint Time and Energy Management in Ambient Backscatter-assisted Hybrid Underlay CRNs”, IEEE Transactions on Communications, vol. 71, no. 1, pp. 441-456, 2023. (CCF  B,  ESI高被引论文)X. Liu, B. Xu, X. Wang, K. Zheng, K. Chi, X. Tian. “Impacts of Sensing Energy and Data Availability on Throughput of Energy Harvesting Cognitive Radio Networks”, IEEE Transactions on Vehicular Technology, vol. 72, no. 1, pp. 747-759, 2023.(ESI高被引论文、热点论文)J. Qiu, P. Zhen, K. Chi(通讯作者), R. Xu, J. Liu, “Respiration Monitoring in High-Dynamic Environments via Combining Multiple WIFI Channels based on Wire Direct Connection between RX/TX”, IEEE Internet of Things Journal, vol. 10, no. 2, pp. 1558-1573, 2023.Z. Cheng, Y. Tu, K. Chi, M. Xia. “Optimization of Decision Thresholds in Two-Way Molecular Communication via Diffusion with Network Coding”, IEEE Transactions on Molecular, Biological, and Multi-Scale Communications, vol. 8, no. 4, pp. 249-262, 2022.S. Zhang, H. Gu, K. Chi(通讯作者), L. Huang, K. Yu, S. Mumtaz. “DRL-Based Partial Offloading for Maximizing Sum Computation Rate of Wireless Powered Mobile Edge Computing Network”, IEEE Transactions on Wireless Communications, vol. 21, no. 12, pp. 10934-10948, 2022.(CCF  B, ESI高被引论文、热点论文)L. Huang, R. Nan, K. Chi, H. Qiao, K. Yu, N. Kumar, M. Guizani. “Throughput Guarantees for Multi-Cell Wireless Powered Communication Networks with Non-Orthogonal Multiple Access”, IEEE Transactions on Vehicular Technology, vol. 71, no. 11, pp. 12104-12116, 2022.(ESI高被引论文)Z. Cheng, J. Yan, J. Sun, Y. Tu, K. Chi. “Joint optimizations of relays locations and decision threshold for multi-hop diffusive mobile molecular communication with drift”, IEEE Transactions on NanoBioscience, 2022, 21(3):454-465.B. Zhu, K. Chi(通讯作者), J. Liu, K. Yu, S. Mumtaz. “Efficient offloading for minimizing task computation delay of NOMA-based multi-access edge computing”, IEEE Transactions on Communications, 2022, 70(5):3186-3203.(CCF  B,  ESI高被引论文)Z. Cheng, J. Yan, Y. Tu, K. Chi, M. Xia. “Mobile Two-Way Molecular Communication via Diffusion Using Amplify-and-Forward and Analog Network Coding”, IEEE Transactions on NanoBioscience, 2022,21(2):273-285.S. Zhang, S. Kong, K. Chi(通讯作者), L. Huang. “Energy Management for Secure Transmission in Wireless Powered Communication Networks”, IEEE Internet of Things Journal,vol. 9, no. 2, pp. 1171-1181,2022.(ESI高被引论文)R. Huan, C. Jiang, L. Ge, J. Shu, Z. Zhan, P. Chen, K. Chi, R. Liang. “Mixed features for human complex activity recognition using sensor data”, IEEE Sensors Journal, vol. 22, no. 1, pp. 757-775, 2022.Y. Zhu, S. Gong, K. Chi, Y. Li, Y. Fang. “Optimizing Superframe and Data Buffer to Achieve Maximum Throughput for 802.15.4 Based Energy Harvesting Wireless Sensor Networks”, IEEE Internet of Things Journal, 2021, 8(5): 3689-3704. K. Zheng, X. Liu, B. Wang, H. Zheng, K. Chi, Y. Yao. “Throughput Maximization of Wireless-Powered Communication Networks: An Energy Threshold Approach”, IEEE Transactions on Vehicular Technology, 2021, 70(2): 1292-1306.H. Han, L. Fang, W. Lu, K. Chi, W. Zhai, J. Zhao. “A Novel Grant-Based Pilot Access Scheme for Crowded Massive MIMO Systems”, IEEE Transactions on Vehicular Technology, 2021, 70(10): 11111-11115.X. Liu, T. Wang, W. Jia, A. Liu, K. Chi. “Quick convex hull-based rendezvous planning for delay-harsh mobile data gathering in disjoint sensor networks”,  IEEE Transactions on System, Man and Cybernetics:System, vol. 51, no. 6, pp. 3844-3854, 2021. (ESI高被引论文)B. Liang, X. Liu, H. Zhou, V. C. M. Leung, A. Liu, K. Chi. “Channel Resource Scheduling for Stringent Demand of Emergency Data Transmission in WBANs”, IEEE Transactions on Wireless Communications, vol. 20, no. 4, pp. 2341-2352, 2021.(CCF  B)X. Fan, S. Wang, Y. Wang, J. Xu, K. Chi (通讯作者). “Energy-Efficient Barrier Lifetime Prolonging Scheme Based on Repairing in Directional Sensor Networks”, IEEE Systems Journal, vol. 14, no. 4, pp. 4943-4954, 2020.X. Liu, K. Zheng, K. Chi, Y. Zhu. “Cooperative Spectrum Sensing Optimization in Energy-Harvesting Cognitive Radio Networks”, IEEE Transactions on Wireless Communications, vol.19, no.11, pp. 7663-7676, 2020.(CCF  B)K. Zheng, X. Liu, Y. Zhu, K. Chi, Y. Li. “Impact of Battery Charging on Spectrum Sensing of CRN with Energy Harvesting”, IEEE Transactions on Vehicular Technology, vol. 69, no. 7, pp. 7545-7557, 2020.Z. Chen, K. Chi(通讯作者), K. Zheng, Y. Li, X. Liu. “Common Throughput Maximization in Wireless Powered Communication Networks with Non-Orthogonal Multiple Access”, IEEE Transactions on Vehicular Technology, vol. 69, no. 7, pp. 7692-7706, 2020.M. Xia, B. Liu, Y. Hu, K. Chi, X. Wang, and J. Liu. “PACE: Physical-Assisted Channel Estimation”, IEEE Transactions on Wireless Communications, vol.19, no. 6, pp. 3769-3781, 2020.(CCF  B)X. Fan, F. Hu, T. Liu, K. Chi and J. Xu. “Cost effective directional barrier construction based on zooming and united probabilistic detection”, IEEE Transactions on Mobile Computing, vol. 19, no. 7, pp. 1555-1569,2020. (CCF A)K. Zheng, X. Liu, Y. Zhu, K. Chi, K. Liu. “Total Throughput Maximization of Cooperative Cognitive Radio Networks with Energy Harvesting,” IEEE Transactions on Wireless Communications, vol. 19, no. 1, pp. 533-546, 2020.(CCF  B)Z. Chen, K. Chi(通讯作者), K. Zheng, G. Dai, Q. Shao. “Minimization of Transmission Completion Time in UAV-enabled Wireless Powered Communication Networks, IEEE Internet of Things Journal, vol. 7, no. 2, pp. 1245-1259, 2020.K. Chi, Z. Chen, K. Zheng, Y. Zhu, J. Liu. “Energy Provision Minimization in Wireless Powered Communication Networks with Network Throughput Demand: TDMA or NOMA?” IEEE Transactions on Communications, vol. 67, no. 9, pp. 6401 - 6414, 2019.(CCF  B)Z. Yu, K. Chi(通讯作者), P. Hu, Y. Zhu, X. Liu. “Energy Provision Minimization in Wireless Powered Communication Networks with Node Throughput Requirement,” IEEE Transactions on Vehicular Technology, vol. 68, no. 7, pp. 7057-7070, 2019.Y. Zhang, E. Li, Y. Zhu, K. Chi, X. Tian, “Energy-efficient Prefix Code Based Backscatter Communications for Wirelessly Powered Networks, ” IEEE Wireless Communications Letters,  vol. 8, no.2,  pp. 348-351, 2019.Y. Zhu, K. Chi(通讯作者), P. Hu, K. Mao, and Q. Shao. “Velocity Control of Multiple Mobile Chargers over Moving Trajectories in RF Energy Harvesting Wireless Sensor Networks,” IEEE Transactions on Vehicular Technology, vol. 67, no. 11, pp. 11314-11318, 2018.Y. Li, K. Chi, H. Chen, Z. Wang and Y. Zhu.“Narrowband Internet of Things Systems with Opportunistic D2D Communication,” IEEE Internet of Things Journal, vol. 5, no. 3, pp. 1474-1484, 2018.Y. Zhu. E. Li, K. Chi. “Encoding Scheme to Reduce Energy Consumption of Delivering Data in Radio Frequency Powered Battery-free Wireless Sensor Networks,” IEEE Transactions on Vehicular Technology, vol. 67, no. 4, pp. 3085-3097, 2018.K. Chi, Y. Zhu, Y. Li, L. Huang, and M. Xia. “Minimization of transmission completion time in wireless powered communication networks,” IEEE Internet of Things Journal, vol. 4, no. 5, pp.1671-1683, 2017. K. Chi, L. Huang, Y. Li, Y. Zhu, X. Tian and M. Xia. “Efficient and reliable multicast using device-to-device communication and network coding for 5G network,” IEEE Network, vol. 31, no.4, pp.78-84, 2017. Y. Zhu, S. Qiu, K. Chi, Y. Fang. “Latency aware IPv6 packet delivery scheme over IEEE 802.15.4 based battery-free wireless sensor networks,” IEEE Transactions on Mobile Computing, vol. 16, no. 6, pp. 1691-1704, 2017. (CCF A)X. Tian, Y. Zhu, K. Chi, J. Liu and D. Zhang, “Reliable and energy-efficient data forwarding in industrial wireless sensor networks”, IEEE Systems Journal, Vol. 11, No. 3, pp. 1424-1434, 2017.Y. Zhu, K. Chi, X. Tian and V. C.M. Leung, “Network coding based reliable IPv6 packet delivery over IEEE 802.15.4 wireless personal area network,” IEEE Transactions on Vehicular Technology, Vol. 65, No. 4, pp.2219-2230, 2016.  K. Chi, Y. Zhu, Y. Li, D. Zhang, and V. C.M. Leung. “Coding schemes to minimize energy consumption of communication links in wireless nanosensor networks,” IEEE Internet of Things Journal, vol. 3, no.4, pp. 480-493, 2016. Y. Li, L. Fu, M. Chen, K. Chi, and Y. Zhu. “RF-based charger placement for duty cycle guarantee in battery-free sensor networks,” IEEE Communications Letters, Vol. 19, No. 10, pp. 1802-1805, 2015.Y. Zhu, S. Luan, V. C.M. Leung and K. Chi, “Enhancing timer-based power management to support delay-intolerant uplink traffic in infrastructure IEEE 802.11 WLANs,” IEEE Transactions on Vehicular Technology, Vol. 64, No. 1, pp. 386-399, 2015.K. Chi, Y. Zhu, X. Jiang and V. C.M. Leung, “Energy-efficient prefix-free codes for wireless nano-sensor networks using OOK modulation,” IEEE Transactions on Wireless Communications, vol. 13, no. 5, pp. 2670-2682, 2014.  (CCF  B)K. Chi, X. Jiang and S. Horiguchi, “Joint design of network coding and transmission rate selection for multihop wireless networks,” IEEE Transactions on Vehicular Technology,vol. 59, no. 5, pp. 2435-2444, 2010. K. Chi, X. Jiang, S. Horiguchi and M. Guo, “Topology design of network coding-based multicast networks,” IEEE Transactions on Parallel and Distributed Systems, vol. 19, no. 5, pp. 627-640, 2008. (CCF A)  会议论文代表作M. Zhu, S. Zhang and K. Chi, DRL-based optimization algorithm for wireless powered IoT network,  ICA3PP, Tianjin, 2023.H. Gao, L. Chen, Y, Zhou, K. Chi, S. Chan. A Novel Method for Identifying Bipolar Disorder based on Diagnostic Texts, PRCV, 2023. H. Gao, Y, Zhou, L. Chen, K. Chi. Deep Depression Detection based on Feature Fusion and Result Fusion, PRCV, 2023.徐一帆，邱杰凡，徐瑞吉，周栋利，池凯凯，面向非稳态场景的生命体征监测优化方法研究，CWSN2022(中国物联网学术会议)，广州，2022. (优秀论文奖) R. Xu, J. Qiu, Z. Feng, K. Mao, L. Xing and K. Chi. “LCP: A Lightweight Cache Partition Approach Based on Machine Learning,” IEEE UIC, Haikou, China, 2022.Y. Zhu, K. Chi, X. Tian. “VCEC: Velocity Control of Energy-Constrained RF-Based Wireless Charger in Sensor Networks with Multi-Depots Deployment,” IEEE ICPADS, Tianjin, China, 2019.Y. Zhu, X. Tian, K. Chi, C. Wen, Y. Zhu. “Real-Time Power Control of Wireless Chargers in Battery-Free Body Area Networks,” IEEE GLOBECOM,Hawaii, USA, 2019. K. Chi, Y. Zhu and Z. Tian, “Node Recovery Schemes for Minimizing Repair Time in Distributed Storage System with Network Coding,” IEEE WCNC, Istanbul, Turkey, 2014. K. Chi, Y. Zhu, X. Jiang and X. Tian, “Energy Optimal Coding for Wireless Nanosensor Networks,” IEEE WCNC, Shanghai, China, 2013.  K. Chi, X. Jiang and S. Horiguchi, “Network Coding Opportunity Analysis of COPE in Multihop Wireless Networks,” IEEE WCNC, Las Vegas, USA, 2008. (Best Paper Award) K. Chi, X. Jiang and S. Horiguchi, “A General Packet Coding Scheme for Multi-hop Wireless Networks,” IEEE GLOBECOM, Washington D.C., USA, 2007. K. Chi,  X. Jiang and S. Horiguchi, “An Improved Topology Design Algorithm for Network Coding-Based Multicast Networks,” IEEE ICC, Glasgow, UK, 2007. 社会服务 学术兼职1.   IEEE高级会员、ACM会员、CCF高级会员2.   CCF物联网专业委员会委员 3.   ACM SIGBED China委员4.   浙江省计算机学会嵌入式与物联网技术专委会委员 5.  IEEE Transactions on Mobile Computing、IEEE Transactions on Wireless Communications、IEEE Transactions on Computers等国际期刊审稿专家6.  IEEE ICC、GLOBECOM、WCNC等国际知名会议的技术程序委员会成员(TPC)