Title :
Generation Approaches of Chaotic Sequences with Controlled Probability Distribution
Author :
Liu, Bin ; Rao, Nini ; Huang, Yuchuan ; Liu, Yonghong
Author_Institution :
Sch. of Life Sci. & Technol., Univ. of Electr. Sci. & Technol. of China, Chengdu
Abstract :
This paper introduces a new approach to generate sequences with controlled probability distribution. We produce the Bernoulli sequence with the chaotic system by turning the chaotic orbit spot into the binary sequence which obey a given distribution. We also sum several chaotic orbit spots to get the mean zero and given variance Gauss white noise sequence. The paper proves the distribution characteristics of the sequences and presents their probability distribution function (PDF). We get the sequences and their delta-like auto-correlation and cross-correlation curve by simulation. At the end of the paper we discuss the application of the sequences in some field such as electronic countermeasure, CDMA systems
Keywords :
AWGN; binary sequences; chaos; code division multiple access; statistical distributions; Bernoulli sequence; CDMA systems; binary sequence; chaotic sequences; chaotic system; probability distribution function; variance Gauss white noise sequence; AWGN; Additive white noise; Binary sequences; Chaos; Chaotic communication; Character generation; Communication systems; Gaussian noise; Probability distribution; White noise;
Conference_Titel :
Neural Networks and Brain, 2005. ICNN&B '05. International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9422-4
DOI :
10.1109/ICNNB.2005.1614712