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郭鹏

   博士生导师    硕士生导师

个人信息 更多+
  • 性别: 男
  • 所在单位: 电子信息与通信学院

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科学研究

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研究领域


一、网络与计算

 (1)感通算多模网络   (2)多机协作规划


二、多维数据分析

 (1)定位与状态估计   (2)传感数据学习


三、图像AI识别

 (1)高动态事件识别   (2)微小目标检测

学术论文

代表性论文:

  1. [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. [2]Peng Guo, Xuefeng Liu, Jiannong Cao, Shaojie Tang. "Lossless In-Network Processing and Its Routing Design in Wireless Sensor Networks", Transactions on Wireless Communications (TWC), 2017.10.

  3. [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.


其他近期论文:

  1. [1]Cheng Wang, Yuxin Fang, Jiemin Fang, Peng Guo, Rui Wu, He Huang, Xinggang Wang, Chang Huang, Wenyu Liu. "Efficient Task-specific Feature Re-fusion for More Accurate Object Detection and Instance Segmentation", IEEE Transactions on Circuits and Systems for Video Technology, 2023.

  2. [2]Yiyu Bu and Peng Guo. “Voice Orientation Recognition: New Paradigm of Speech-Based Human-Computer Interaction” International Journal of Human–Computer Interaction, 2023.

  3. [3]Yiyi Zhang, Peng Guo, Xuefeng Liu and Kui Zhang, "In-Network Processing or Feature Compressive Sensing? Case Study of Structural Health Monitoring With Wireless Sensor Networks ," IEEE Internet of Things Journal, 2023.

  4. [4]Junda Cheng, Xin Yang, Yuechuan Pu, Peng Guo, "Region Separable Stereo Matching", IEEE Transactions on Multimedia, 2023.

  5. [5]Ruinan Jin, Junyi Zhou, Jinghao Hu, Peng Guo, Chao Cai, Yilan Wu, "Toward Practical Lightweight Passive Human Tracking Using WiFi Sensing", IEEE Internet of Things Journal, 2023.

  6. [6]Gangwei Xu, Junda Cheng, Peng Guo, Xin Yang, "Attention Concatenation Volume for Accurate and Efficient Stereo Matching", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.

  7. [7]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.

  8. [8]Cheng Chi, Qingjie Wang, Tianyu Hao, Peng Guo, Xin Yang, "Feature-Level Collaboration: Joint Unsupervised Learning of Optical Flow, Stereo Depth and Camera Motion", IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021.

  9. [9]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”, International Conference on Mobile Computing and Networking (MobiCom), 2020.

  10. [10]Peng Guo, Xuefeng Liu, Minghui Chen, Kui Zhang. "Should Interference be Avoided? Charging WSNs with Efficient Placement of Wireless Chargers", IEEE Access, 2018.

  11. [11]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.

  12. [12]Peng Guo, Xuefeng Liu, Shaojie Tang, Jiannong Cao. "Concurrently Wireless Charging Sensor Networks with Efficient Scheduling", IEEE Transactions on Mobile Computing, 2017.09.

  13. [13]Peng Guo, Jiannong Cao, Xuefeng Liu. "Lossless In-Network Processing in WSNs for Domain-Specific Monitoring Applications", IEEE Transactions on Industrial Informatics, 2017.05.

  14. [14]Peng Guo, etc. "Enabling Coverage-Preserving Scheduling in Wireless Sensor Networks for Structural Health Monitoring", IEEE Transactions on Computers, 2016.08.

  15. [15]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.

  16. [16]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.


工程系统

(1)复杂工厂下无线自主组网系统 ——解决远距、多盲区、宽带接入难题


(2)高速同步感知地下物联网系统 ——解决分布式窄带同步感知计算难题


(3)窄带回传下图像无线协传系统 ——解决节点回传带宽分布式合作难题


(4)密集金属环境下人员定位系统 ——解决遮挡环境轻量级高精定位难题


(5)工业级野外智能视频监控系统 ——解决低功耗长期自主可靠运行难题


(6)工业生产感知与智能优化系统 ——解决复杂系统非线性状态估计难题

应用场景

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