Title :
A novel ToA location algorithm using LoS range estimation for NLoS environments
Author :
Venkatraman, Saipradeep ; Caffery, James, Jr. ; You, Heung-Ryeol
Author_Institution :
Dept. of Electr. & Comput. Eng. & Comput. Sci., Univ. of Cincinnati, OH, USA
Abstract :
One of the main problems facing accurate location in wireless communication systems is nonline-of-sight (NLoS) propagation. In this paper, we propose a novel location technique that estimates the true, or line-of-sight (LoS), ranges based on NLoS range measurements. This approach utilizes a constrained nonlinear optimization approach, when range measurements are available from three base stations (BSs) only. Bounds on the NLoS error and the relationship between the true ranges are extracted from the geometry of the cell layout and the measured range circles to serve as constraints. Simulations studying the performance of the algorithm for different NLoS error distributions and BS configurations show that the location accuracy is significantly improved over traditional algorithms, even under highly NLoS conditions.
Keywords :
mobile radio; optimisation; parameter estimation; radiowave propagation; LoS range estimation; NLoS environment; ToA location algorithm; base stations; nonline-of-sight propagation; nonlinear optimization approach; range-scaling algorithm; time-of-arrival estimation; wireless communication systems; wireless user location; Base stations; Constraint optimization; FCC; Measurement standards; Noise measurement; Telecommunications; Time measurement; Velocity measurement; Wireless communication; Working environment noise; NLoS; Nonline of sight; ToA; time of arrival; wireless user location;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2004.832384