Title :
A multidimensional scaling framework for mobile location using time-of-arrival measurements
Author :
Cheung, K.W. ; So, H.C.
Author_Institution :
Dept. of Comput. Eng. & Inf. Technol., City Univ. of Hong Kong, China
fDate :
2/1/2005 12:00:00 AM
Abstract :
Localization of mobile phones is now a very popular research topic. A simple algorithm is devised for mobile location estimation using time-of-arrival measurements of the signal from the mobile station received at three or more base stations, via modifying the classical multidimensional scaling technique, which has been developed for analyzing data obtained from physical, biological, and behavioral science. The bias and variance of the proposed algorithm are also derived. Computer simulations are included to corroborate the theoretical development and to contrast the estimator performance with several conventional approaches as well as the Crame´r-Rao lower bound.
Keywords :
mobile communication; mobile handsets; multidimensional signal processing; optimisation; time-of-arrival estimation; Cramer-Rao lower bound; mobile location estimation; mobile phone localization; mobile terminal; multidimensional scaling framework; multidimensional scaling technique; optimization; positioning algorithm; time-of-arrival measurement; Base stations; Data analysis; FCC; Global Positioning System; Mobile handsets; Multidimensional systems; Position measurement; Signal processing; Synchronization; Time measurement; Mobile terminal; multidimensional scaling; positioning algorithm; time-of-arrival;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2004.840721