Title :
On unification of equivalent bandwidths of a random process
Author :
Kikkawa, Sho ; Yoshida, Hisashi
Author_Institution :
Dept. of Electron. Syst. & Inf. Eng., Kinki Univ., Wakayama, Japan
Abstract :
In the theory of random processes, numerous equivalent bandwidths (EBWs) have been proposed and used practically in many fields. In this report, we first show that the six important EBWs, having been used very often in many fields, are sorted into four kinds of EBW. Second, we show that the class suggested by Zakai provides a unified representation of the four, and it can be redefined by using Renyi´s α-order entropy, which strengthens Zakai´s suggestion. The same class is also obtained by using an equivalent rectangular spectra concept. Finally, we display the results of calculating the EBWs for some special spectra.
Keywords :
entropy; random processes; signal representation; signal sampling; Campbell bandwidth; Renyi´s α-order entropy; Zakai bandwidth; equivalent bandwidth; equivalent rectangular spectra concept; random processes; Bandwidth; Communication systems; Displays; Entropy; Nonlinear systems; Polynomials; Random processes; Sampling methods; Signal processing; Speech coding; Campbell's bandwidth; Rényi's entropy; Zakai's bandwidth; equivalent bandwidth; random process;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2004.831680