Title :
Near-field target location estimation by using Khatri-Rao product array
Author :
Shirai, Satoshi ; Yamada, Hiroyoshi ; Yamaguchi, Yoshio
Author_Institution :
Grad. Sch. of Sci. & Technol., Niigata Univ., Niigata, Japan
fDate :
Oct. 29 2012-Nov. 2 2012
Abstract :
In this paper, we examined available of the Khatri-Rao product array for near-field source location estimation having spherical wave incidence. In this problem, we show that the KR product increases the degrees-of-freedom of the may effectively. Furthermore, we propose the EM-ML algorithm which can remove signal correlation error in the KR product array. Simulation results show that the proposed algorithm can improve estimation accuracy effectively.
Keywords :
expectation-maximisation algorithm; indoor radio; radionavigation; EM-ML algorithm; KR product array; Khatri-Rao product array; expectation-maximization maximum likelihood algorithm; indoor wireless terminal detection; near-field source location estimation; near-field target location estimation; signal correlation error; spherical wave incidence; Accuracy; Arrays; Correlation; Eigenvalues and eigenfunctions; Estimation; Noise; Vectors;
Conference_Titel :
Antennas and Propagation (ISAP), 2012 International Symposium on
Conference_Location :
Nagoys
Print_ISBN :
978-1-4673-1001-7