Title :
A Chaos-Based High Quality PN Sequence Generator
Author :
Zhu, Zhi-Liang ; Fu, Chong
Author_Institution :
Software Coll., Northeastern Univ., Shenyang
Abstract :
Chaos theory has been widely used in PN sequence generator in recent years and the chaos sequence quantification scheme has great influence on the performance of a generator. In this paper, an improved stochastic multi-bits quantification scheme based on Chebyshev map is proposed to extend the period and improve the performance of chaotic binary sequence under precision restricted condition. The balance and correlation property of the generated sequence are analyzed. The sequence is proved to be a binary Bernoulli sequence and the distribution of the differences between the amounts of 0 and 1 is analyzed. The side lobes of auto and cross correlation are proved to obey normal distribution (0, 1/N). The simulation results indicate that the algorithm has excellent balance and correlation property.
Keywords :
Chebyshev approximation; binary sequences; chaotic communication; correlation methods; normal distribution; stochastic processes; Chebyshev map; binary Bernoulli sequence; chaos sequence quantification scheme; chaos-based high quality PN sequence generator; chaotic binary sequence; correlation property; normal distribution; stochastic multibits quantification scheme; Bifurcation; Binary sequences; Chaos; Chebyshev approximation; Educational institutions; Signal generators; Software performance; Software quality; Stochastic processes; Stochastic systems;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
Conference_Location :
Dalian
Print_ISBN :
978-1-4244-2107-7
Electronic_ISBN :
978-1-4244-2108-4
DOI :
10.1109/WiCom.2008.440