引用本文: |
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余金峰,杨文革,路伟涛,等.满映射Logistic数字混沌序列的产生及性能分析[J].电讯技术,2013,53(2): - . [点击复制]
- YU Jin-feng,YANG Wen-ge,LU Wei-tao,et al.Generation and performance analysis of digital chaotic sequence from surjective Logistic-Map[J].,2013,53(2): - . [点击复制]
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摘要: |
Logistic映射形式简单,但表现出了复杂的动态性能。以满映射Logistic混沌序列为
对象,讨论了混沌序列数字化的两种方法,推导了数字混沌序列比特位分布概率,计算了截
短数字混沌序列的相关性能。结果表明,在不变分布偶对称的情况下,两种方法得到的数字
化混沌序列都是“0”“1”等概率的,截短序列的自相关函数旁瓣方差和互相关方差均等于
序列长度N的倒数。对数字化Logistic混沌序列进行了数值仿真,所得结果与结论相吻
合;仿真结果还显示,自相关旁瓣和互相关均服从高斯分布。研究结果使得能够从理论上对
一类数字混沌序列的特性进行整体把握,超越了经验性的结论,便于在有关系统中进行应用
分析。 |
关键词: Logistic映射 混沌序列 数字化 扩频序列 相关特性 |
DOI: |
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基金项目: |
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Generation and performance analysis of digital chaotic sequence from surjective Logistic-Map |
YU Jin-feng,YANG Wen-ge,LU Wei-tao,WANG Jin-bao |
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Abstract: |
LogisticMap is a widely studied typical discrete time nonlinear dynam
ic system. Based on the surjective LogisticMap, this paper discusses two method
s to digitalize chaotic sequences, induces the statistical properties of the occ
urrence of “0” and “1” of the digital chaotic sequences,and investigates the
correlation characteristics of the cutdown sequences. The result shows: “0”
and”1” have equal probabilities in digital chaotic sequences generated by both
digitalization methods when a map has symmetrical invariant distribution; the
variance of correlation equals to the reciprocal of sequence length N. The t
heoretical conclusions are verified by numerical simulations based on surjective
LogisticMap. The simulations result also shows the correlation obeys Gauss di
stribution. The theorical conclusions in this paper, rather than experiential fo
rmulars, are helpful to understand the correlation properties of digital chaotic
sequences. |
Key words: Logistic Map chaotic sequences digitization spread spectrum sequences corr
elation property |