Title :
The use of the Barankin bound for determining the threshold SNR in estimating the bearing of a source in the presence of another
Author :
Reuven, Ilan ; Messer, Hagit
Author_Institution :
Dept. of Electr. Eng.- Syst., Tel Aviv Univ., Israel
Abstract :
We report results of a research in which we studied the problem of determining the threshold signal to noise ratio (SNR) between large and small errors in the estimation of the direction of arrival (DOA) of a radiating, far-field source in the presence of another. Using the Barankin lower bound (BB) we examine the conditions under which achievable mean square error (MSE) performance of any unbiased DOA estimator deviates substantially from the Carmer-Rao lower bound (CRB). We present expressions for the threshold SNR as a function of the source-array geometry and the sources SNR where one and two sources, of known/unknown spectral parameters and DOAs, are present
Keywords :
direction-of-arrival estimation; error analysis; noise; spectral analysis; Barankin lower bound; Carmer-Rao lower bound; DOA; MSE; bearing estimation; direction of arrival; estimation errors; mean square error; radiating far-field source; research; source-array geometry; spectral parameters; threshold SNR; threshold signal to noise ratio; unbiased DOA estimator; Additive noise; Bayesian methods; Degradation; Direction of arrival estimation; Mean square error methods; Parameter estimation; Performance analysis; Predictive models; Sensor arrays; Signal to noise ratio;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-2431-5
DOI :
10.1109/ICASSP.1995.479887