A novel method for unstable-signal sensor localization in smart home environments

Chao-Chun Chen, Ding Chau Wang, Yong Ming Huang

Research output: Contribution to journalArticlepeer-review

4 Citations (Scopus)

Abstract

Wireless sensor networks receive much attention in these few years due to its wide spectrum of applications. Localization is one of the significant techniques in the ubiquitous sensor networks, and most localization techniques nowadays apply RSSI-based ranging techniques to compute the location of the object in wireless sensor network. However, a wireless sensor network is of a fading-signal environment that comprises noises, and the noises cause RSSI to become unstable and lead to abrupt distance estimates. In this paper, we propose Verification-Based Localization Method (VBLM) to alleviate the effect of the unstable signal and provide the high-accuracy location estimates in wireless sensor environments. The basic idea of VBLM is to prune noisy signals in the localization process. In our method, the sensor node would use another neighboring beacon to assist to verify the quality of received signal under acceptable communication cost, and thus, the noisy signals can be removed to avoid increasing the error in the localization. The experimental results show that VBLM indeed reduces the localization error in the unstable signal sensor networks than other localization methods.

Original languageEnglish
Pages (from-to)55-72
Number of pages18
JournalInternational Journal of Smart Home
Volume2
Issue number3
Publication statusPublished - 2008 Dec 1

All Science Journal Classification (ASJC) codes

  • Computer Science(all)

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