传感技术学报2018，Vol.31Issue(1)：90-96,7.DOI:10.3969/j.issn.1004-1699.2018.01.016
无线信道传感的朝向检测研究
Orientation Detection Based on Wireless Channel Sensing
摘要
Abstract
Human orientation detection is an important branch of human sensing,which have a wide application in many fields such as security,smart housing and somatic games. A new human body orientation detection algorithm WiO was presented:utilize wireless channel information in Wireless Local Area Network to act as the physical quan-tity;we adopt machine learning algorithm to classify the data into the according location,which obtains a relatively good performance of classification;In order to further improve the reliability of detection,we combined the wireless channel amplitude and phase information,and integrate multiple antenna pairs;Meanwhile,we consider the impact of different environmental factors on the experimental results. The experiment shows that our method detects the hu-man orientation effectively,the classification accuracy of four directions in best environment is 98％.关键词
无线信道/朝向检测/机器学习/信道状态信息/指纹库Key words
wireless channel/orientation detection/machine learning/CSI/fingerprint分类
信息技术与安全科学引用本文复制引用
吴哲夫,李嘉南,王中友,毛科技,宣琦,翔云..无线信道传感的朝向检测研究[J].传感技术学报,2018,31(1):90-96,7.基金项目
项目来源:浙江省自然科学基金项目( LY18F010025, LY18F030021) （ LY18F010025, LY18F030021）
国家自然科学基金项目( 61572439) （ 61572439）
