智能感知与计算实验室 Intelligent Sensing and Computing Lab



个人简介
研究方向
科研项目
学术论文

个人简介

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湖北黄冈人，2000年本科毕业于华中科技大学电信系，2008年获博士学位，先后分别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****”称号。主讲过多门课程：《通信原理》、《移动通信》、《锁相技术》、《通信电子线路》、《数字语音处理》等。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年获第二届全国青年教师电工电子类课程教学比赛一等奖。科研工作涉及无线自组网、传感信号处理、及电子工程等方面知识，擅长各类物联网系统及感知方案设计。
E-mail: guopeng AT hust DOT edu DOT cn


研究方向

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1.科学（知）：分布式感知一致性（物联大数据处理）
有线/无线网络工程的全面发展，使得人们期望能认知和驾驭宏大事物及工程。然而，物理世界的尺度不因网络带来的时空感的改变而改变。面对大空间尺度的认知，感知的分布式化和片面化成为必然。这种各自观测、各自认知，必然存在多种差异（时钟、灵敏度、感知粒度、测量维度、测量错误等）。而人工逐一校正和完全集中式处理，在一些场景中将存在较高代价，甚至难以为继。为此，我们提出“分布式感知一致性”这一研究概念。
这类应用包括：大气状态感知、空气污染监测、土木结构健康检测、飞行目标协同探测、电网状态感知、以及大规模时空数据挖掘等。
2.技术（感）：感知新技术新方式探索
知道周围环境是否存在一个人（物）、他（它）的具体位置、以及基本状态，是信息化生活中的一项核心需求。尽管当前视觉计算在感知领域日益智能，涵盖极广，但其感知方式存在着一些先天限制，体现在光照、环境参照、障碍遮挡、以及隐私保护等。无线电、毫米波、超声、红外、微振动等感知手段，可从不同角度上提供有力补充、甚至巧妙替代。不同场景下的具体感知需求（如功耗、成本、非视距、非接触），将决定这些感知手段的灵活运用与设计。
代表性的感知应用包括：基于单基站的亚米级定位；复杂地形下人体位置及行为感知；隐秘性人机交互方法；可穿戴手语识别等。
3.工程（传）：极端物联系统设计与开发
物联网系统涉及：感知方案论证、感知硬件设计及实现、高效（低功耗、低时延、高吞吐量、抗干扰、安全）接入协议、后台服务、数据分析、终端用户交互等诸多环节。系统一体化开发模式，有利于高效的定制各种新型物联网服务。我们挑战实际工程中各种严格条件下的物联网系统设计与开发。这些严格条件包括：极低功耗控制、无线精准同步、强实时抗干扰、远距自组织/自愈、高速异构交换等。
涉及的应用场景包括：地下物联网；隧道宽带物联网；远程协同监测网；野外广域采集网等。


科研项目

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纵向课题：
国家重点研发子课题，“基于时空大数据的人员社交关系挖掘”，2019-2021.
国家自然科学基金 (NSFC- **)，“协同特征感知的传感器网络网内优化计算研究”，2019 – 2022.
国家自然科学基金 (NSFC- **)，“同频并行无线充电中的群广播调度问题研究”，2016 – 2019.
国家自然科学基金 (NSFC-**)，“WiFi干扰下传感器节点新型信道接入方式研究”，2013 – 2016.
国家自然科学基金 (NSFC-**)，“随机部署下传感器节点初始组网技术研究”,2010 - 2012.
国家重大专项课题 (NSTMP-2010ZX03006－002)，“电磁频谱监测传感器网络关键技术研究”，2010 – 2012.
香江****计划，“面向结构健康监测的传感器网络通用平台”，2011 – 2013.
博士后科学基金 (PSFC-2012M511617)，“链式传感器网络关键技术研究”，2012 – 2013.
自主课题：
基于被动红外与毫米波的人体检测/识别.
基于可穿戴设备的人体行为识别.
基于WiFi的精确测向测距.

学术论文

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代表性会议论文：
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.
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.
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：
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.
Peng Guo, Jiannong Cao, Xuefeng Liu. "Lossless In-Network Processing in WSNs for Domain-Specific Monitoring Applications", IEEE Transactions on Industrial Informatics, 2017.05.
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：
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.
Peng Guo, Xuefeng Liu, Minghui Chen, Kui Zhang. "Should Interference be Avoided? Charging WSNs with Efficient Placement of Wireless Chargers", IEEE Access, 2018.
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.
Peng Guo, Xuefeng Liu, Shaojie Tang, Jiannong Cao. "Concurrently Wireless Charging Sensor Networks with Efficient Scheduling", IEEE Transactions on Mobile Computing, 2017.09.
Peng Guo, Jiannong Cao, Xuefeng Liu. "Lossless In-Network Processing in WSNs for Domain-Specific Monitoring Applications", IEEE Transactions on Industrial Informatics, 2017.05.
Peng Guo, etc. "Enabling Coverage-Preserving Scheduling in Wireless Sensor Networks for Structural Health Monitoring", IEEE Transactions on Computers, 2016.08.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.




友情链接：华中科技大学电子信息与通信学院
©Last updated: January 2020