Parameter Estimation Based on Fractional Correlation under Alpha-Stable Distribution Noise Environment in Bistatic MIMO Radar System

Article Preview

Abstract:

This paper takes the-stable distribution as the noise model and works on the parameter estimation problem of bistatic Multiple-Input Multiple-Output (MIMO) radar system in the impulsive noise environment.This paper presents a signal model and a novel method for parameter estimation in bistatic MIMO radar system in the impulsive noise environment. Firstly, a signal array model is constructed based on the-stable distribution model. Secondly, Doppler parameters are jointly estimated by searching the optimal rotation angle to meet concentrated-energy of the FLOS-FC. Furthermore, two algorithms are presented for the estimation of DODs and DOAs, including based on FLOS-MUSIC algorithm and FLOS-ESPRIT algorithm. Simulation results are presented to verity the effectiveness of the proposed method.

You might also be interested in these eBooks

Info:

Periodical:

Advanced Materials Research (Volumes 989-994)

Pages:

3710-3713

Citation:

Online since:

July 2014

Authors:

Export:

Price:

* - Corresponding Author

[1] Chen ChunYang, and Palghat P. Vaidyanathan. MIMO radar space–time adaptive processing using prolate spheroidal wave functions[J]. IEEE Transactions on Signal Processing. 2008 56(2): 623-635.

DOI: 10.1109/tsp.2007.907917

Google Scholar

[2] Li Caicai, et al. An ESPRIT-like algorithm for coherent DOA estimation based on data matrix decomposition in MIMO radar [J]. Signal Processing. 2011 91(8): 1803-1811.

DOI: 10.1016/j.sigpro.2011.02.004

Google Scholar

[3] Bencheikh Mohamed Laid, Yide Wang, and Hongyang He. Polynomial root finding technique for joint DOA DOD estimation in bistatic MIMO radar[J]. Signal Processing, 2010 89(9): 2723-2730.

DOI: 10.1016/j.sigpro.2010.03.023

Google Scholar

[4] Lu Hui, et al. A novel method for target localization and doppler frequency estimation in bistatic MIMO radar[J]. Journal of Electronics and Information Technology, 2010, 32(9): 2167- 2171.

DOI: 10.3724/sp.j.1146.2009.01329

Google Scholar

[5] Zhang JianYun, ZhiDong Zheng, and XiaoBo Li. An algorithm for DOD-DOA and Doppler frequency jointly estimating of bistatic MIMO radar[J]. Journal of Electronics and Information Technology, 2010 32(8): 1843-1848.

DOI: 10.3724/sp.j.1146.2009.01133

Google Scholar

[6] Zhang Xiaofei, et al. Direction of departure (DOD) and direction of arrival (DOA) estimation in MIMO radar with reduced-dimension MUSIC[J]. IEEE Communications Letters, 2010 14(12): 1161-1163.

DOI: 10.1109/lcomm.2010.102610.101581

Google Scholar

[7] Nikias Chrysostomos L and Min Shao. Signal processing with alpha-stable distributions and applications. Wiley-Interscience, (1995).

Google Scholar

[8] Almeida Luis B. The fractional Fourier Transform and Time-Frequency Representations[J], IEEE Trans. Signal Processing, 1994 42(11): 3084-3091.

DOI: 10.1109/78.330368

Google Scholar

[9] Wang JuTing, et al. Subspace-based DOA Estimation in Impulsive Noise Environments for MIMO Radars[J], Journal of Astronautics, 2009 30(4): 1653-1657.

Google Scholar