Title :
A Nonline-of-Sight Error-Mitigation Method for TOA Measurements
Author :
Ma, Changlin ; Klukas, Richard ; Lachapelle, Gérard
Author_Institution :
Dept. of Geomatics Eng., Calgary Univ., Alta.
fDate :
3/1/2007 12:00:00 AM
Abstract :
In wireless location, nonline-of-sight (NLOS) errors are a major error source. To improve positional performance, these errors should be identified and mitigated before measurements are used in position computations. A novel NLOS mitigation algorithm is proposed in this paper. Employing system redundancy, the algorithm derives from the distribution function of hyperbolic intersections, which is an intermediate mobile location. Cost functions based on the intermediate position are then created for each time-of-arrival measurement. NLOS errors are detected and mitigated via hypothesis tests performed on the cost functions. Simulation tests are presented in this paper, and the results verify the effectiveness of this NLOS-error-mitigation method. This paper also demonstrates that algorithm performance depends closely on receiver noise. Reducing receiver noise or providing the intermediate mobile location via external aiding can improve performance
Keywords :
mobile radio; time-of-arrival estimation; TOA measurement; distribution function; hyperbolic intersections; hypothesis tests; mobile location; nonline-of-sight error-mitigation method; receiver noise; time-of-arrival measurement; Cellular phones; Cost function; Distribution functions; FCC; Helium; Noise reduction; Performance evaluation; Position measurement; Redundancy; Testing; Distribution function (DF); hyperbola intersection; n online-of-sight (NLOS) error; wireless location;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2007.891439