Title :
A New Lower Bound on Range-Free Localization Algorithms in Wireless Sensor Networks
Author :
Chan, Yiu Wing Edwin ; Soong, Boon Hee
Author_Institution :
Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore, Singapore
fDate :
1/1/2011 12:00:00 AM
Abstract :
This letter examines the lower bound on localization error, which is an important performance measure for localization algorithms. Unlike some previous works based on the circular coverage model, we consider a more realistic scenario where radio propagation is subject to log-normal shadow fading. In this letter, we present an analytical expression for the distribution of lower bound on localization error for any range-free localization algorithm in WSNs. Finally, the derivation is validated through simulations.
Keywords :
log normal distribution; radiowave propagation; wireless sensor networks; localization error; log-normal shadow fading; radio propagation; range-free localization algorithms; wireless sensor networks; Analytical models; Conferences; Correlation; Fading; Mathematical model; Measurement uncertainty; Wireless sensor networks; Localization; correlation; lower bound; shadowing; wireless sensor networks;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2010.110310.101772