Sensor localization via robust principle component analysis

Chia Mu Yu*, Li Wei Kang

*Corresponding author for this work

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

Abstract

In the received signal strength (RSS)-based localization problem, in spite of their different formulations, most of the existing methods minimize the measurement errors between sensor nodes, leading to the error diffusion problem. In this paper, aiming at solving this problem, we adopt a fundamentally different optimization strategy to propose a novel localization method exploiting the invariant distance characteristic in the network. To our knowledge, the proposed method is the first one formally dealing with the error diffusion.

Original languageEnglish
Title of host publicationDigest of Technical Papers - IEEE International Conference on Consumer Electronics
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages215-216
Number of pages2
ISBN (Electronic)9781479938308
DOIs
StatePublished - 18 Sep 2014
Event1st IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2014 - Taipei, Taiwan
Duration: 26 May 201428 May 2014

Publication series

NameDigest of Technical Papers - IEEE International Conference on Consumer Electronics
ISSN (Print)0747-668X

Conference

Conference1st IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2014
CountryTaiwan
CityTaipei
Period26/05/1428/05/14

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  • Cite this

    Yu, C. M., & Kang, L. W. (2014). Sensor localization via robust principle component analysis. In Digest of Technical Papers - IEEE International Conference on Consumer Electronics (pp. 215-216). [6904065] (Digest of Technical Papers - IEEE International Conference on Consumer Electronics). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICCE-TW.2014.6904065