Title :
Angular resolution limit for deterministic correlated sources
Author :
Xin Zhang ; El korso, Mohammed Nabil ; Pesavento, Marius
Author_Institution :
Commun. Syst. Group, Tech. Univ. Darmstadt, Darmstadt, Germany
Abstract :
This paper is devoted to the analysis of the angular resolution limit (ARL), an important performance measure in the directions-of-arrival estimation theory. The main fruit of our endeavor takes the form of an explicit, analytical expression of this resolution limit, w.r.t. the angular parameters of interest between two closely spaced point sources in the far-field region. As by-products, closed-form expressions of the Cramér-Rao bound have been derived. Finally, with the aid of numerical tools, we confirm the validity of our derivation and provide a detailed discussion on several enlightening properties of the ARL revealed by our expression, with an emphasis on the impact of the signal correlation.
Keywords :
direction-of-arrival estimation; numerical analysis; signal processing; Cramér-Rao bound; angular parameters; angular resolution limit; closely spaced point sources; deterministic correlated sources; directions-of-arrival estimation theory; enlightening properties; numerical tools; signal correlation; Arrays; Correlation; Estimation; Mathematical model; Signal resolution; Vectors; Cramér-Rao bound; Smith criterion; angular resolution limit; directions-of-arrival estimation;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
DOI :
10.1109/ICASSP.2013.6638723