Title :
Scattering function and time-frequency signal processing
Author :
Nguyen, Linh-Trung ; Senadji, Bouchra ; Boashash, Boualem
Author_Institution :
Signal Process. Res. Centre, Queensland Univ., Brisbane, Qld., Australia
Abstract :
The estimation of the scattering function in a time-frequency selective fading mobile environment is considered. The scattering function explicitly reveals the time-frequency selective behavior of the fading channel under the well-known wide-sense stationary Gaussian process with uncorrelated scattering (WSSUS) assumption. We propose two classes of estimators based on a time-frequency framework that generalize the existing estimators while giving an extra freedom according to different criteria wanted to be achieved in the estimation of the scattering function. Instead of using the Woodward ambiguity function or symmetric ambiguity function, we use the generalized ambiguity function which comes from the general class of quadratic time-frequency distributions
Keywords :
Gaussian processes; electromagnetic wave scattering; fading channels; mobile radio; signal processing; time-frequency analysis; WSSUS assumption; fading channel; generalized ambiguity function; mobile environment; quadratic time-frequency distributions; scattering function estimation; selective fading; time-frequency signal processing; uncorrelated scattering; wide-sense stationary Gaussian process; Delay; Doppler shift; Fading; Frequency estimation; Gaussian processes; Mobile communication; Scattering; Signal processing; Statistics; Time frequency analysis;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location :
Salt Lake City, UT
Print_ISBN :
0-7803-7041-4
DOI :
10.1109/ICASSP.2001.940620