个人简介

  2000年本科毕业于华中科技大学电信系,2008年获博士学位,先后在香港科技大学和香港理工大学进行博士后工作,2011年获国家首届“香江学者”称号。2013年获香港资讯科技奖之“最佳创新与研究”奖,2016年获全国首届工业4.0智能制造创新创业大赛一等奖。2018年获全国青年教师电工电子类课程教学比赛一等奖。

  研究工作涉及无线通信、计算机网络、传感信号处理、深度学习及边缘计算、电子工程等知识。主持多项国家自然科学基金项目、主持海尔-华科智慧家庭联合实验室。主讲本科课程《通信电子线路》、《数字语音处理》;博士生课程《工业互联网与智能感知》。

  E-mail: guopeng AT hust DOT edu DOT cn

研究方向

1. 科学:新型无线网络

  通过网络与内容/任务的深度融合,实现以任务为驱动、以标准物理层为依托的高度柔性的智能无线网,开辟出通信性能提升的新维度。

  例如:传+算一体的计算通信网;异构多模的协传通信网;感+传一体的通信感知网;以人为中心的迁移通信网。

        项目依托:国家自然科学基金

2. 技术:室内感知识别

  感知室内人体的位置与状态,是智能生活的核心需求。通过普适的WiFi、声音以及人体电场等感知方式,实现透明的人体感知新应用。

  例如:人体定位;手势交互;行为感知等。

        项目依托:海尔;华为。

3. 工程:物联系统工程

  系统级工业物联网工程研发和运营级维护,研发特种感知/通信设备及特殊网络(极低功耗、精准同步、自组织/自愈、高速异构交换)、搭建后台集群服务、完成大数据分析等诸多环节。

  案例:国家管网智能视频边缘识别系统;异构卫星协传通信系统;分布式高速无线同步监测系统。


合作单位

学术论文

代表性会议论文:
  1. Tianye Yang, Xuefeng Liu, Shaojie Tang, Peng Guo and Jianwei Niu, “From Relative Azimuth to Absolute Location: Pushing the Limit of PIR Sensor based Localization”, ACM International Conference on Mobile Computing and Networking (MobiCom), 2020.
  2. Peng Guo, Jiannong Cao, Kui Zhang and Xuefeng Liu. "Enhancing Zigbee throughput under WiFi interference using real-time adaptive coding", IEEE International Conference on Computer Communications (INFOCOM), 2014.
  3. Xuefeng Liu, Jiannong Cao, Shaojie Tang and Peng Guo. "A Generalized Coverage-Preserving Scheduling in WSNs: a Case Study in Structural Health Monitoring", IEEE International Conference on Computer Communications (INFOCOM), 2014.
代表性期刊论文:
  1. Peng Guo, Xuefeng Liu, Jiannong Cao, Shaojie Tang. "Lossless In-Network Processing and Its Routing Design in Wireless Sensor Networks", IEEE Transactions on Wireless Communications, 2017.10.
  2. Peng Guo, Jiannong Cao, Xuefeng Liu. "Lossless In-Network Processing in WSNs for Domain-Specific Monitoring Applications", IEEE Transactions on Industrial Informatics, 2017.05.
  3. Peng Guo, etc. "Enabling Coverage-Preserving Scheduling in Wireless Sensor Networks for Structural Health Monitoring", IEEE Transactions on Computers, 2016.08.
全部发表论文:
  1. Tianye Yang, Peng Guo, Wenyu Liu, Xuefeng Liu, Tianyu Hao, "DeepPIRATES: A Training-Light PIR-Based Localization Method With High Generalization Ability", IEEE Access, Vol. 9, 2021.
  2. Tianye Yang, Xuefeng Liu, Shaojie Tang, Peng Guo and Jianwei Niu, “From Relative Azimuth to Absolute Location: Pushing the Limit of PIR Sensor based Localization”, ACM International Conference on Mobile Computing and Networking (MobiCom), 2020.
  3. Peng Guo, Xuefeng Liu, Minghui Chen, Kui Zhang. "Should Interference be Avoided? Charging WSNs with Efficient Placement of Wireless Chargers", IEEE Access, 2018.
  4. Peng Guo, Xuefeng Liu, Jiannong Cao, Shaojie Tang. "Lossless In-Network Processing and Its Routing Design in Wireless Sensor Networks", IEEE Transactions on Wireless Communications, 2017.10.
  5. Peng Guo, Xuefeng Liu, Shaojie Tang, Jiannong Cao. "Concurrently Wireless Charging Sensor Networks with Efficient Scheduling", IEEE Transactions on Mobile Computing, 2017.09.
  6. Peng Guo, Jiannong Cao, Xuefeng Liu. "Lossless In-Network Processing in WSNs for Domain-Specific Monitoring Applications", IEEE Transactions on Industrial Informatics, 2017.05.
  7. Peng Guo, etc. "Enabling Coverage-Preserving Scheduling in Wireless Sensor Networks for Structural Health Monitoring", IEEE Transactions on Computers, 2016.08.
  8. Peng Guo, Xuefeng Liu, Tingfang Tang, Shaojie Tang, Jiannong Cao. "Practical Concurrent Wireless Charging Scheduling for Sensor Networks",2016 IEEE 36th International Conference on Distributed Computing Systems (ICDCS), 2016, pp: 741 – 742.
  9. Peng Guo, Jiannong Cao, Kui Zhang. "Distributed Convex-Hull Estimation of Event Region in Wireless Sensor Networks without Location Information", IEEE Transactions on Parallel and Distributed System (TPDS), 2015.01.
  10. Kechao Cai, Zhimeng Yin, Hongbo Jiang, Guang Tan, Peng Guo, Chonggang Wang, Bo Li."OnionMap: A Scalable Geometric Addressing and Routing Scheme for 3D Sensor Networks", IEEE Transactions on Wireless Communications, Volume: 14, Issue: 1, Pages: 57 – 68, 2015.
  11. Xuefeng Liu, Jiannong Cao, Shaojie Tang and Peng Guo. "Fault Tolerant Complex Event Detection in WSNs: A Case Study in Structural Health Monitoring", IEEE Transactions on Mobile Computing, Year: 2015, Volume: 14, Issue: 12.
  12. Joanna Siebert, Jiannong Cao, Steven Lai, Peng Guo, Weiping. Zhu, "LASEC: A Localized Approach to Service Composition in Pervasive Computing Environments", IEEE Transactions on Parallel and Distributed Systems,Year: 2015, Volume: 26, Issue: 7, Pages: 1948 – 1957.
  13. Xuefeng Liu, Jiannong Cao, Wenzhan Song, Peng Guo, Zongjian He, "Distributed Sensing for High-Quality Structural Health Monitoring using WSNs", IEEE Transactions on Parallel and Distributed System, 2015, Volume: 26, Issue: 3.
  14. Peng Guo, Jiannong Cao, Kui Zhang and Xuefeng Liu. "Enhancing Zigbee throughput under WiFi interference using real-time adaptive coding", IEEE International Conference on Computer Communications (INFOCOM), 2014.
  15. Xuefeng Liu, Jiannong Cao, Shaojie Tang and Peng Guo. "A Generalized Coverage-Preserving Scheduling in WSNs: a Case Study in Structural Health Monitoring", IEEE International Conference on Computer Communications (INFOCOM), 2014.
  16. Peng Guo, Nirvana Meratnia, Paul J.M. Havinga, Hongbo Jiang, Kui Zhang, “OPS: Opportunistic Pipeline Scheduling in Long-strip Wireless Sensor Networks with Unreliable Links”, Wireless Networks, 2014.
  17. Joanna Siebert, Jiannong Cao, Steven Lai, Peng Guo, Weiping. Zhu, “LASEC: A Localized Approach to Service Composition in Pervasive Computing Environments”, IEEE Transactions on Parallel and Distributed Systems, 2014.
  18. Peng Guo, Tao Jiang Qian Zhang, and Kui Zhang. "Sleep Scheduling for critical event monitoring in wireless sensor networks", IEEE Transactions on Parallel and Distributed System (TPDS). Vol. 23(2), 2012, 345-352.
  19. Peng Guo, Tao Jiang and Kui Zhang. "Novel 2-hop Coloring Algorithm for Time-slot Assignment of Newly Deployed Sensor Nodes Without ID in Wireless Sensor and Robot Networks", Computer Communications (COMCOM), Vol. 35(9), 2012, pp. 1125-1131.
  20. Peng Guo, Tao Jiang and Kui Zhang. "Novel Energy-efficient Miner Monitoring System with Duty-cycled Wireless Sensor Networks", International Journal of Distributed Sensor Networks (JDSN), 2012.
  21. Jin Yang, Peng Guo, Tao Jiang and Kui Zhang. "SRCR: A Novel MAC Protocol for Underwater Acoustic Networks with Concurrent Reservation", IEEE International Conference on Communications (ICC), 2012.
  22. Qian Siwei, Peng Guo and Tao Jiang. "A Novel Lifetime-Enhanced Deployment Strategy for Chain-Type Wireless Sensor Networks", IEEE International Conference on Communications (ICC), 2012.
  23. Peng Guo, Tao Jiang, Youwen Yi, Qian Zhang and Kui Zhang. "Novel Navigation Algorithm for Wireless Sensor Networks Without Information of Locations", Globe Communications Conference (GLOBECOM), Houston, USA, 2011.
  24. Liang Yu, Tao Jiang, Peng Guo, Yang Cao, and Daiming Qu. "Improving Achievable Traffic Load of Secondary Users Under GoS Constraints in Cognitive Wireless Networks", Globe Communications Conference (GLOBECOM), Houston, USA,2011.
  25. Peng Guo, Tao Jiang, Kui Zhang and Hsiao-Hwa Chen. "Clustering algorithm in initialization of multi-hop wireless sensor networks", IEEE Transactions on Wireless Communications (TWC). Vol. 8 (12), 2009, pp. 5713-5717.
  26. Kui Zhang, Peng Guo, Nirvana M. and Paul J.M. "Havinga A practical localization solution for wireless sensor networks deployed in linear topography", IEEE International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Australia, 2010.
  27. Kui Zhang, Nirvana Meratnia, Paul J.M. Havinga and Peng Guo. "Fast alarm broadcasting in critical event monitoring with wireless sensor networks", Demo of ACM Conference on Embedded Networked Sensor Systems (SenSys), Zurich, Swizerland, Nov. 2010.
  28. Kui Zhang, Qian Zhang, Tao Jiang and Peng Guo. "Navigation System Based on Sensor Network Without Exit and Locations", Demo of ACM Conference on Embedded Networked Sensor Systems (SenSys), Berkeley, California, USA, Nov. 2009.
  29. Peng Guo, Tao Jiang, Guangxi Zhu and Hsiao-Hwa Chen. "Utilizing Acoustic propagation delay to design MAC protocols for underwater wireless sensor networks", Wiley of Wireless Communications and Mobile Computing (WCMC). Vol. 8(8), 2008.
  30. Peng Guo, Guangxi Zhu, Xiaoming Lu. "Lightening the Interference in Three-Dimension Wireless Sensor Networks", International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), Xiamen, China, Nov. 2007.
  31. Rao Lei, Liu Wenyu, Guo Peng. "A coverage algorithm for three-dimensional large-scale sensor network", International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS), Xiamen, China, Nov. 2007.
  32. Peng Guo, Zhu Guangxi, and Fang Liang. "An Adaptive Coverage Algorithm for Large Scale Mobile Sensor Networks", Lecture Notes in Computer Science (LNCS), Sep. 2006.