TY - GEN
T1 - Sensor localization via robust principle component analysis
AU - Yu, Chia Mu
AU - Kang, Li Wei
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2014/9/18
Y1 - 2014/9/18
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=84907787788&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84907787788&partnerID=8YFLogxK
U2 - 10.1109/ICCE-TW.2014.6904065
DO - 10.1109/ICCE-TW.2014.6904065
M3 - Conference contribution
AN - SCOPUS:84907787788
T3 - Digest of Technical Papers - IEEE International Conference on Consumer Electronics
SP - 215
EP - 216
BT - Digest of Technical Papers - IEEE International Conference on Consumer Electronics
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 1st IEEE International Conference on Consumer Electronics - Taiwan, ICCE-TW 2014
Y2 - 26 May 2014 through 28 May 2014
ER -