Chaotic secure communication based on a gravitational search algorithm filter

被引:18
作者
Han, XiaoHong
Chang, XiaoMing [1 ]
机构
[1] Taiyuan Univ Technol, Coll Comp Sci & Technol, Taiyuan 030024, Shanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Secure communication; Message estimation; Gravitational search algorithm; Chaos; SYNCHRONIZATION; OPTIMIZATION; SCHEME; SYSTEMS; COLONY;
D O I
10.1016/j.engappai.2012.01.014
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A new chaotic secure communication scheme based on a gravitational search algorithm (GSA) filter is proposed. In this scheme, useful signals are delivered via an encoder, a chaotic transmitter, a GSA-based filter, a chaotic receiver, and a decoder. The security of such a communication system is promoted due to the unpredictable features of the chaotic map and the unknown encoding-modulation scheme. By using a GSA filter technique the resistance of the system to noise is enhanced. To verify the effectiveness of the proposed scheme, it is compared with the current state-of-the-art schemes in simulations. At the same time, comparisons with a genetic algorithm (GA) filter and a particle swarm optimization (PSO) filter are made. Numerical simulations confirm that the proposed method is better in estimating the states and information symbols, and has a lower bit error rate than other schemes. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:766 / 774
页数:9
相关论文
共 32 条
[1]   A proof of convergence for Ant algorithms [J].
Badr, A ;
Fahmy, A .
INFORMATION SCIENCES, 2004, 160 (1-4) :267-279
[2]   Antiphase synchronization of chaos by noncontinuous coupling: two impacting oscillators [J].
Blazejczyk-Okolewska, B ;
Brindley, J ;
Czolczynski, K ;
Kapitaniak, T .
CHAOS SOLITONS & FRACTALS, 2001, 12 (10) :1823-1826
[3]   Digital secure communication via chaotic systems [J].
Chang, Wei-Der .
DIGITAL SIGNAL PROCESSING, 2009, 19 (04) :693-699
[4]   Cryptanalysis on a modified Baptista-type cryptosystem with chaotic masking algorithm [J].
Chen, Y ;
Liao, XF .
PHYSICS LETTERS A, 2005, 342 (5-6) :389-396
[5]   Ant system: Optimization by a colony of cooperating agents [J].
Dorigo, M ;
Maniezzo, V ;
Colorni, A .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 1996, 26 (01) :29-41
[6]   Exchange strategies for multiple Ant Colony System [J].
Ellabib, Issmail ;
Calamai, Paul ;
Basir, Otman .
INFORMATION SCIENCES, 2007, 177 (05) :1248-1264
[7]   Narrowband interference cancellation based on set-membership estimation in DCSK communication system [J].
Fan, Yongquan ;
Zhang, Jiashu .
SIGNAL PROCESSING, 2009, 89 (08) :1661-1666
[8]   Design of hydraulic structures with two intermediate filters [J].
Farouk, MI ;
Smith, IM .
APPLIED MATHEMATICAL MODELLING, 2000, 24 (11) :779-794
[9]   Quadrature chaos-shift keying: Theory and performance analysis [J].
Galias, Z ;
Maggio, GM .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2001, 48 (12) :1510-1519
[10]  
Halliday D., 2013, FUNDAMENTALS PHYS