DocumentCode
2945225
Title
Mobile localization method based on multidimensional similarity analysis [cellular radio applications]
Author
Wan, Qun ; Luo, Yong-Jie ; Yang, Wan-Lin ; Xu, Jia ; Tang, Jun ; Peng, Ying-Ning
Author_Institution
Dept. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Volume
4
fYear
2005
fDate
18-23 March 2005
Abstract
A novel noise subspace based method is applied to the minimum localization system using time-of-arrival (TOA) measurements from three base stations (BS). Since the distance measurement between the mobile station (MS) and the BS bears analogy to the multidimensional similarity (MDS) between their coordinates, we express the MS coordinate as the linear combination of the BSs´ coordinates, where the weight vector lies in the noise subspace of the MDS matrix. It is proved that this weight vector is the area coordinate of the MS when the triangle formed by the three BSs serves as the reference frame. Because the dimension knowledge of the localization problem is utilized to estimate the noise subspace and to mitigate the errors in TOA measurements, the proposed method is superior to the ordinary linear localization method in most of the enhanced quadrants of the area coordinates system.
Keywords
cellular radio; multidimensional signal processing; position measurement; time-of-arrival estimation; MDS matrix noise subspace; TOA; base station time-of-arrival measurement; cellular radio; mobile localization method; mobile station coordinates; multidimensional similarity analysis; subspace based method; weight vector; Area measurement; Base stations; Coordinate measuring machines; Distance measurement; Large-scale systems; Mobile handsets; Multidimensional systems; Noise measurement; Propagation delay; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8874-7
Type
conf
DOI
10.1109/ICASSP.2005.1416200
Filename
1416200
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