Title :
Cramer-Rao Bound for angle estimation with passive synthetic array
Author :
Tang, Bo ; Ma, Zhikun ; Tang, Jun
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
Abstract :
In this paper, synthetic aperture techniques are proposed to improve the accuracy of direction-of-arrival (DOA) estimator in passive synthetic array (PASA). First, we establish signal model for PASA, and then we derive the Cramer-Rao Bound (CRB) of DOA estimator under different statistical assumptions for the incident signals. In addition, several factors that would affect the DOA estimation accuracy are discussed. Results state that the size of synthetic aperture depends on the platform velocity and the sample rate. Therefore, besides signal-to-noise ratio (SNR) and the number of independent snapshots, the platform velocity and sample rate have important impact on the angle estimation accuracy. Finally, the theoretical analysis is verified by numerical simulations.
Keywords :
array signal processing; direction-of-arrival estimation; numerical analysis; CRB; Cramer-Rao bound; DOA estimator; PASA; SNR; angle estimation accuracy; direction-of-arrival estimator; incident signal; numerical simulation; passive synthetic array; platform velocity; signal-to-noise ratio; statistical assumption; synthetic aperture technique; Accuracy; Apertures; Arrays; Covariance matrix; Direction of arrival estimation; Estimation; Signal to noise ratio; CRB; DOA Estimation; Passive Synthetic Array;
Conference_Titel :
Computer and Information Application (ICCIA), 2010 International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-8597-0
DOI :
10.1109/ICCIA.2010.6141592