Title :
On ℋ∞-based direction finding and source detection
Author :
Kiriakidis, Kiriakos ; O´Brien, Richard T.
Author_Institution :
Syst. Eng. Dept., United States Naval Acad., Annapolis, MD, USA
Abstract :
Recently, the authors have proposed a novel approach to Direction-Of-Arrival (DOA) estimation using the ℋ∞ criterion. This article examines the limits of performance of ℋ∞-based direction finding and arrives at a lower bound on the estimation error, analogous to the Cramer-Rao Bound (CRB). Furthermore, the analysis of the ℋ∞-based algorithm´s prediction error using one of Akaike´s information criteria shows that the direction finding algorithm at hand possesses source detection ability.
Keywords :
direction-of-arrival estimation; error analysis; signal detection; ℋ∞-based algorithm prediction error analysis; ℋ∞-based direction finding algorithm; Akaike´s information criteria; CRB; Cramer-Rao bound; DOA estimation; direction-of-arrival estimation; estimation error; lower bound; source detection; Direction-of-arrival estimation; Estimation error; Mathematical model; Sensor arrays;
Conference_Titel :
Signal Processing Conference, 2005 13th European
Conference_Location :
Antalya
Print_ISBN :
978-160-4238-21-1