Poster Abstract: Node Deployment Mechanism for Quick, Indoor, and Device-Free Localization

Jinjun Liu, Ning An, Md Tanbir Hassan, Guilin Chen, Yanyong Zhang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Abstract

Radio frequency based device-free passive localization has been actively studied. An important issue with this technique is that a large amount of sensor nodes are usually deployed in localization environments, causing high deployment cost, high computation complexity and other drawbacks. To reduce the number of nodes while maintaining high localization accuracy, this paper proposes a fingerprint-based node deployment mechanism, which saves hardware cost, speeds up node deployment process as well as maintains a similar accuracy. The experiments are conducted in two environments with considerably different sizes of 150 m2 and 25 m2. Maintaining the accuracies above 95%, the proposed mechanism can efficiently reduce the total number of nodes in large room by 54.55% and in small room by 68.75%. Especially, the localization response time sharply reduces by 93.08% in the large room and 79.87% in the small room.

Original languageEnglish (US)
Title of host publication2016 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2016 - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781509008025
DOIs
StatePublished - Apr 26 2016
Event15th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2016 - Vienna, Austria
Duration: Apr 11 2016Apr 14 2016

Publication series

Name2016 15th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2016 - Proceedings

Other

Other15th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN 2016
Country/TerritoryAustria
CityVienna
Period4/11/164/14/16

All Science Journal Classification (ASJC) codes

  • Signal Processing
  • Computer Networks and Communications

Keywords

  • device-free passive localization
  • localization response time
  • node deployment
  • wireless sensor networks

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