Title :
Chaos Characteristics Analysis of Traffic in Wireless Sensor Networks
Author :
Li Guo-Hua ; Zhu Chen-Ming ; Li Xin
Author_Institution :
Jangsu Posts Telecommun. Planning & Designing Inst., China
Abstract :
In this paper, chaos theory is applied to study the traffic behavior of wireless sensor networks (WSN). Through reconstruction of phase space and calculation of maximum Lyapunov exponent, we find that WSN traffic is chaotic, and different topologies of WSN could cause a little variation on embedded dimensions and maximum Lyapunov exponents, but doesn´t change chaotic characteristics of traffic in WSN .This establishes the theoretic foundation for analyzing and modeling WSN traffic using chaos theory.
Keywords :
Lyapunov matrix equations; chaotic communication; telecommunication network topology; telecommunication traffic; wireless sensor networks; chaos characteristics analysis; maximum Lyapunov exponent; phase space; traffic; wireless sensor networks; Base stations; Chaos; Computer networks; Media Access Protocol; Network topology; Routing protocols; Telecommunication network topology; Telecommunication traffic; Traffic control; Wireless sensor networks;
Conference_Titel :
Biomedical Engineering and Computer Science (ICBECS), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5315-3
DOI :
10.1109/ICBECS.2010.5462326
