DocumentCode
353179
Title
Signal modelling in wireless fading channels using spherically invariant processes
Author
Abdi, A. ; Barger, H.A. ; Kaveh, M.
Author_Institution
Dept. of Electr. & Comp. Eng., Minnesota Univ., Minneapolis, MN, USA
Volume
5
fYear
2000
fDate
2000
Firstpage
2997
Abstract
We propose the application of spherically invariant random processes for joint modeling of the fluctuations of the signal envelope and phase in narrowband wireless fading channels. In this model, the phase has a uniform distribution (which is very common in fading channels), while the envelope can be distributed according to an arbitrary distribution law (which includes Rayleigh as a special case). The great utility of the spherically invariant random processes, as a large family of non-Gaussian random processes, lies on their many Gaussian-like properties, which make them very flexible for multivariate statistical analysis, optimal estimation, simulation, and other signal processing issues. Empirical justifications are also given, which strongly support the acceptability of the model
Keywords
fading channels; parameter estimation; random processes; signal processing; statistical analysis; Gaussian-like properties; Rayleigh distribution; measurements; multivariate statistical analysis; narrowband wireless fading channels; nonGaussian random processes; optimal estimation; signal envelope; signal modelling; signal phase; signal processing; simulation; spherically invariant processes; spherically invariant random processes; stochastic modeling; uniform phase distribution; wireless propagation channels; Boats; Fading; Fluctuations; Gaussian processes; Nakagami distribution; Narrowband; Random processes; Rayleigh channels; Signal processing; Statistical analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2000. ICASSP '00. Proceedings. 2000 IEEE International Conference on
Conference_Location
Istanbul
ISSN
1520-6149
Print_ISBN
0-7803-6293-4
Type
conf
DOI
10.1109/ICASSP.2000.861165
Filename
861165
Link To Document