Title :
Limits on the Resolution of Closely Spaced Multipath Signals
Author :
Amar, Alon ; Weiss, Anthony J.
Author_Institution :
Tel Aviv Univ., Tel Aviv
Abstract :
Fundamental resolution limits of multipath replicas are presented. The results are not based on any specific resolution technique and therefore hold for any method. The resolution limit is a function of signal to noise ratio, signal waveform and the resolution success rate. As a specific example we consider the resolution of a radar chirp signal. We compare the limit with empirical results obtained by employing the Akaike Information Criterion and the Minimum Description Length criterion for model order selection.
Keywords :
probability; signal processing; Akaike Information Criterion; Minimum Description Length criterion; closely spaced multipath signals; fudamental resolution limits; model order selection; multipath replicas; radar chirp signal; resolution success rate; signal waveform; Chirp; Image analysis; Matched filters; Monte Carlo methods; Radar; Signal analysis; Signal processing; Signal resolution; Signal to noise ratio; Sonar navigation;
Conference_Titel :
Image and Signal Processing and Analysis, 2007. ISPA 2007. 5th International Symposium on
Conference_Location :
Istanbul
Print_ISBN :
978-953-184-116-0
DOI :
10.1109/ISPA.2007.4383695