Radio Signal Based Device-free Velocity Recognition
文献类型：会议论文
| 作者 | Mingwei Dai; Xiaoxia Huang |
| 出版日期 | 2015 |
| 会议名称 | WASA2015 |
| 会议地点 | QUFU/CHINA |
| 英文摘要 | Existing work on RF-based movement recognition focus on analyzing the received signal strength (RSS) in the physical layer. Most of the approaches require the Line-of-Sight signal which limits the application in the Non-Line-of-Sight (NLOS) environment. More importantly, how to distinguish the velocity of human is still an open problem. In this paper, we present an approach for device-free velocity recognition leveraging the radio-frequency (RF) signal in the NLOS environment which is a great challenge for activity recognition. We extract features from the information of received packets to classify different velocities. The classification of human speed can achieve high accuracy in the experiment. |
| 收录类别 | EI |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/7006]  |
| 专题 | 深圳先进技术研究院_数字所 |
| 作者单位 | 2015 |
| 推荐引用方式 GB/T 7714 | Mingwei Dai,Xiaoxia Huang. Radio Signal Based Device-free Velocity Recognition[C]. 见:WASA2015. QUFU/CHINA. |
入库方式： OAI收割
来源：深圳先进技术研究院
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