Title :
Improved and Extended Range Scale Algorithm for Wireless Cellular Location
Author :
Wu, Shixun ; Li, Jiping ; Liu, Shouyin ; Chong, Jong-Wha
Author_Institution :
Dept. of Electr. & Inf. Eng., Central China Normal Univ., Wuhan, China
fDate :
2/1/2012 12:00:00 AM
Abstract :
The range scale algorithm (RSA) proposed in 2004 is a constrained optimization problem with only three base stations (BSs). In this letter, by introducing a new variable to replace the square term, the quadratic objective function of the constrained optimization problem in RSA is turned into a linear objective function. Then the computational complexity is reduced and the performance is improved. Moreover, when the number of BSs is larger than three, we construct a new objective function and give the corresponding constraints. So the RSA is extended for more BSs and the performance of positioning is improved significantly. Simulation results demonstrate that our proposed algorithms improve the location accuracy over traditional algorithms in different Non-line-of-sight (NLOS) environments.
Keywords :
cellular radio; communication complexity; time-of-arrival estimation; NLOS environment; base station; computational complexity; constrained optimization problem; linear objective function; location accuracy; nonline-of-sight; positioning; quadratic objective function; range scale algorithm; wireless cellular location; Measurement uncertainty; Noise; Noise measurement; Nonlinear optics; Optimization; Signal processing algorithms; Wireless communication; Non-line of sight (NLOS); constrained optimization; time of arrival (TOA); wireless location;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2011.111611.111416