DocumentCode :
81936
Title :
Multiple 3D Far-Field/Near-Field Moving Target Localization Using Wideband Echo Chirp Signals
Author :
Leong, Pei H. ; Abhayapala, Thushara D. ; Lamahewa, Tharaka A.
Author_Institution :
Appl. Signal Process. Group, Australian Nat. Univ., Canberra, ACT, Australia
Volume :
62
Issue :
22
fYear :
2014
fDate :
Nov.15, 2014
Firstpage :
6003
Lastpage :
6015
Abstract :
In this paper, we propose a technique for active detection and estimation of the range, radial velocity and direction-of-arrival (DOA) of multiple moving targets in the three-dimensional space for both far-field and near-field cases using wideband chirp signals. The proposed technique is an extension of the method recently proposed by Leong in [“Multiple target localization using wideband echo chirp signals,” IEEE Trans. Signal Process., vol. 61, no. 16, pp. 4077-4089, Aug. 2013] for the localization of multiple far-field targets in the two-dimensional space. In our approach, the received signals at a sensor array are first decomposed into the spherical harmonic components and a modal preprocessing step is then carried out on the received wideband signals so that they can be further processed using narrowband techniques for parameter estimation. The application of fractional Fourier transform on the modal preprocessed signals allows the proposed method to identify closely spaced targets. This is demonstrated via computer simulations where the proposed technique achieved low root-mean-square errors in the parameters estimated in a scenario with closely spaced targets.
Keywords :
Fourier transforms; direction-of-arrival estimation; echo; mean square error methods; parameter estimation; sensor arrays; signal detection; DOA; active detection; closely spaced targets; computer simulations; direction-of-arrival; far-field targets; fractional Fourier transform; modal preprocessed signals; modal preprocessing step; multiple 3d far field-near field moving target localization; multiple target localization; narrowband techniques; parameter estimation; radial velocity; root-mean-square errors; sensor array; spherical harmonic components; three-dimensional space; two-dimensional space; wideband echo chirp signals; Algorithm design and analysis; Analytical models; Dictionaries; Equations; Mathematical model; Noise reduction; Signal processing algorithms; Active detection; array processing; far-field; modal analysis; near-field; three-dimensional localization;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/TSP.2014.2360155
Filename :
6908011
Link To Document :
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