whole-home gesture recognition整个家的手势识别.pdf

whole-home gesture recognition整个家的手势识别.pdf

  1. 1、本文档共12页,可阅读全部内容。
  2. 2、有哪些信誉好的足球投注网站(book118)网站文档一经付费(服务费),不意味着购买了该文档的版权,仅供个人/单位学习、研究之用,不得用于商业用途,未经授权,严禁复制、发行、汇编、翻译或者网络传播等,侵权必究。
  3. 3、本站所有内容均由合作方或网友上传,本站不对文档的完整性、权威性及其观点立场正确性做任何保证或承诺!文档内容仅供研究参考,付费前请自行鉴别。如您付费,意味着您自己接受本站规则且自行承担风险,本站不退款、不进行额外附加服务;查看《如何避免下载的几个坑》。如果您已付费下载过本站文档,您可以点击 这里二次下载
  4. 4、如文档侵犯商业秘密、侵犯著作权、侵犯人身权等,请点击“版权申诉”(推荐),也可以打举报电话:400-050-0827(电话支持时间:9:00-18:30)。
查看更多
whole-home gesture recognition整个家的手势识别

Whole-Home Gesture Recognition Using Wireless Signals Qifan Pu, Sidhant Gupta, Shyamnath Gollakota, and Shwetak Patel University of Washington {qp, sidhant, gshyam, shwetak}@cs.washington.edu Abstract – This paper presents WiSee, a novel gesture home or building. Given these limitations, researchers have recognition system that leverages wireless signals (e.g., Wi- explored ways to move some of the sensing onto the body and Fi) to enable whole-home sensing and recognition of human reduce the need for environmental sensors [8, 14, 13]. How- gestures. Since wireless signals do not require line-of-sight ever, even on-body approaches are limited to what people and can traverse through walls, WiSee can enable whole- are willing to constantly carry or wear, and may be infeasi- home gesture recognition using few wireless sources. Further, ble in many scenarios (e.g., in a shower). it achieves this goal without requiring instrumentation of the This paper presents WiSee, the first whole-home gesture human body with sensing devices. We implement a proof-of- recognition system that requires neither user instrumenta- concept prototype of WiSee using USRP-N210s and evaluate tion nor an infrastructure of cameras. WiSee achieves this it in both an office environment and a two-bedroom apart- by leveraging wireless signals (e.g. Wi-Fi) in an environ- ment. Our results show that WiSee can identify and classify ment. Since these signals do not require line-of-sight and a set of nine gestures with an average accuracy of 94%.

您可能关注的文档

文档评论(0)

shenlan118 + 关注
实名认证
内容提供者

该用户很懒,什么也没介绍

1亿VIP精品文档

相关文档