Title :
Generating identically and independently distributed samples starting from chaotic signals
Author :
Luca, Adrian ; Vlad, Adriana
Author_Institution :
Fac. of Electron., Telecommun. & Inf. Technol., Bucharest Politehnica Univ., Romania
Abstract :
This paper concerns the problem of generating iid (identically and independently distributed) discrete data sets starting from the logistic function. We decide upon the data independence by combining information theory elements (the discrete noisy channel and its corresponding information entities) with the test of independence in contingency tables.
Keywords :
information theory; signal processing; statistical analysis; chaotic signals; contingency tables; data independence; discrete data sets; discrete noisy channel; information theory; logistic function; mutual information; Chaos; Entropy; Information theory; Logistics; Mutual information; Probability; Random variables; Signal generators; Signal processing; Testing;
Conference_Titel :
Signals, Circuits and Systems, 2005. ISSCS 2005. International Symposium on
Print_ISBN :
0-7803-9029-6
DOI :
10.1109/ISSCS.2005.1509895