Title :
A method for optimizing the ambiguity function concentration
Author :
Feichtinger, H.G. ; Onchis-Moaca, D. ; Ricaud, B. ; Torrésani, B. ; Wiesmeyr, C.
Author_Institution :
NuHAG, Univ. of Vienna, Vienna, Austria
Abstract :
In the context of signal analysis and transformation in the time-frequency (TF) domain, controlling the shape of a waveform in this domain is an important issue. Depending on the application, a notion of optimal function may be defined through the properties of the ambiguity function. We present an iterative method for providing such optimal functions under a general concentration constraint of the the ambiguity function. At each iteration, it follows a variational approach which maximizes the ambiguity localization via a user-defined weight function F. Under certain assumptions on this latter function, it converges to a waveform which is optimal according to the localization criterion defined by F.
Keywords :
iterative methods; optimisation; time-frequency analysis; variational techniques; waveform analysis; ambiguity function concentration; ambiguity localization maximization; iterative method; localization criterion; optimal function; optimization; signal analysis; time-frequency domain; user defined weight function; variational approach; waveform shape control; Convergence; Entropy; Optimized production technology; Radar; Shape; Time frequency analysis;
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European
Conference_Location :
Bucharest
Print_ISBN :
978-1-4673-1068-0