基于WiFi的人员动作识别实验演示系统  

Design of Experimental Demonstration System for Personnel Behavior Recognition Based on WiFi

作　　者：张雷 张跃[3] 鲍蓉[1] 胡局新[1] 田传耕[1] 朱永红[1,3] ZHANG Lei;ZHANG Yue;BAO Rong;HU Juxin;TIAN Chuangeng;ZHU Yonghong(School of Information Engineering(School of Big Data),Xuzhou University of Technology,Xuzhou 221000,Jiangsu China;National Key Laboratory Mobile Communications Research,Southeast University,Nanjing 210096,China;The National Joint Engineering Laboratory of Internet Applied Technology of Mines,China University of Mining and Technology,Xuzhou 221000,Jiangsu China)

机构地区：[1]徐州工程学院信息工程学院(大数据学院),江苏徐州221000 [2]东南大学移动通信国家重点实验室,南京210096 [3]中国矿业大学矿山互联网应用技术国家地方联合工程实验室,江苏徐州221000

出　　处：《实验室研究与探索》2022年第10期45-48,141,共5页Research and Exploration In Laboratory

基　　金：江苏省高等学校基础科学(自然科学)研究项目(21KJB510025);江苏省产学研合作项目(BY2021160);教育部产学合作协同育人项目(BY2021160202102356012);徐州市科技计划项目(KC19208)。

摘　　要：为了帮助学生了解物联网前沿技术,针对“物联网技术”课程前沿性实验设备不足问题,开发基于WiFi的人员动作识别实验系统。系统由信号采集模块和动作判识模块两部分组成,信息采集模块负责采集不同行为信号,并将信号传输到判识系统进行人员动作判识。判识模块通过信号处理、标注学习、模型训练等步骤实现人员行为判识。In order to understand the state-of-the-art technology of the Internet of Things,a personnel behavior recognition experimental system based on WiFi is developed to solve the problem of lacking cutting-edge experimental equipment for the course of"Internet of Things technology".The system consists of signal acquisition module and behavior recognition module.The information acquisition end is responsible for collecting different behavior signals and transmitting the signals to the recognition system for personnel behavior identification.The recognition system realizes personnel behavior recognition through signal processing,annotation learning,model training and other steps.

关 键 词：行为识别 信道状态信息 实验教学 

分 类 号：TN92[电子电信—通信与信息系统]