DocumentCode :
1736605
Title :
Hirschman uncertainty using Rényi, instead of shannon, entropy is invariant to the Rényi entropy order
Author :
Ghuman, Kirandeep ; DeBrunner, Victor
Author_Institution :
Dept. of Electr. & Comput. Eng., Florida State Univ., Tallahassee, FL, USA
fYear :
2012
Firstpage :
825
Lastpage :
829
Abstract :
The Hirschman Uncertainty [1] is defined by the average of the Shannon entropies of a discrete-time signal and its Fourier transform. The optimal basis for the Hirschman Uncertainty has been shown to be the picket fence function, as given in a previous paper of ours [2]. In this paper, we develop a new uncertainty measure that incorporates the Rényi entropy instead of the Shannon entropy, and we show that this new uncertainty, which may be viewed as a generalized form of the Hirschman Uncertainty, is in fact invariant to the Rényi entropy order, typically denoted by the term α. This powerful characteristic strongly suggests that Hirschman Uncertainty is a fundamental characteristic of digital signals. Note, too, that the picket fence functions found in [2] minimize the generalized Hirschman Uncertainty for all α, not just for the Shannon entropy of α = 1.
Keywords :
Fourier transforms; entropy; signal processing; Fourier transform; Rényi entropy order; Shannon entropy; digital signal fundamental characteristic; discrete-time signal; generalized Hirschman uncertainty; picket fence function; Hirschman Uncertainty; Picket Fence Signals; Rényi Entropy;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signals, Systems and Computers (ASILOMAR), 2012 Conference Record of the Forty Sixth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
ISSN :
1058-6393
Print_ISBN :
978-1-4673-5050-1
Type :
conf
DOI :
10.1109/ACSSC.2012.6489129
Filename :
6489129
Link To Document :
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