Title :
A Performance Limit of TOA-Based Location-Aware Wireless Networks With Ranging Outliers
Author :
Nan Wu ; Yifeng Xiong ; Hua Wang ; Jingming Kuang
Author_Institution :
Sch. of Inf. & Electron., Beijing Inst. of Technol., Beijing, China
Abstract :
Malfunctioning anchors in location-aware wireless networks may produce ranging outliers and result in localization failure. In this letter, we propose a performance limit for TOA-based localization with malfunctioning anchors. An approximated Cramér-Rao lower bound (CRLB) in closed form is derived. Building on this, the relationship among localization accuracy, anchor´s malfunctioning probability, ranging error of well-functioning anchors, and the maximum communication range are analyzed. Finally, numerical results verify the proposed CRLB and corroborate our analysis.
Keywords :
mobility management (mobile radio); radio networks; time-of-arrival estimation; Cramér-Rao lower bound; TOA; location-aware wireless networks; Accuracy; Approximation methods; Distance measurement; Global Positioning System; Random variables; Standards; Wireless networks; Cram??r???Rao lower bound (CRLB); Cramer-Rao lower bound (CRLB); location-aware wireless network; ranging outlier;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2015.2447543