{"title":"Mote-scale human-animal classification via micropower radar","authors":"Jin He, Dhrubojyoti Roy, M. A. McGrath, A. Arora","doi":"10.1145/2668332.2668381","DOIUrl":null,"url":null,"abstract":"We demonstrate a mote-scale, human-animal classifier based on a micropower radar. Our classifier is automatically learned from diverse data, using features in the joint time-frequency domain. It is being used as part of a wireless sensor network in a forest to create a virtual fence for human and wildlife protection.","PeriodicalId":223777,"journal":{"name":"Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems","volume":"17 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2668332.2668381","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4
Abstract
We demonstrate a mote-scale, human-animal classifier based on a micropower radar. Our classifier is automatically learned from diverse data, using features in the joint time-frequency domain. It is being used as part of a wireless sensor network in a forest to create a virtual fence for human and wildlife protection.