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Mobile Location Using Improved Covariance Shaping Least-Squares Estimation in Cellular Systems

Ann-Chen CHANG, Yu-Hong LEE

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Summary :

This Letter deals with the problem of non-line-of-sight (NLOS) in cellular systems devoted to location purposes. In conjugation with a variable loading technique, we present an efficient technique to make covariance shaping least squares estimator has robust capabilities against the NLOS effects. Compared with other methods, the proposed improved estimator has high accuracy under white Gaussian measurement noises and NLOS effects.

Publication
IEICE TRANSACTIONS on Fundamentals Vol.E92-A No.9 pp.2366-2368
Publication Date
2009/09/01
Publicized
Online ISSN
1745-1337
DOI
10.1587/transfun.E92.A.2366
Type of Manuscript
LETTER
Category
Digital Signal Processing

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