Design of Fading Channel Simulator Based on IIR Filter Using Genetic Algorithm - International Journal of Communications, Network and System Sciences

IJCNS > Vol.10 No.5, May 2017

Design of Fading Channel Simulator Based on IIR Filter Using Genetic Algorithm ()

HTML XML

Download as PDF (Size: 593KB) PP. 105-115

DOI: 10.4236/ijcns.2017.105B010 948 Downloads 2,100 Views Citations

Author(s)

Haofeng Wang, Siwei Du, Ning Guan

Affiliation(s)

School of Information and Electronics, Beijing Institute of Technology, Beijing, China.

ABSTRACT

This article designs a Rayleigh fading channel simulator using IIR filter (called Doppler filter), which is used to approximate the Jakes Doppler spectrum. We mainly focus on the design of Doppler filter and model it as an optimization problem. Non-convexity of the problem is proved in this paper and genetic algorithm (GA) is used to optimize it, which has never been used before in this area. Simulation result shows that GA converges at the solution corresponding to very accurate approximation of Jakes PSD. Finally, several statistical characteristics of the simulator are verified, including correlation functions and level-crossing rate (LCR), all of which match the theoretical predictions pretty well.

KEYWORDS

Channel Simulator, Genetic Algorithm, Jakes, Biquad, IIR

Share and Cite:

Wang, H. , Du, S. and Guan, N. (2017) Design of Fading Channel Simulator Based on IIR Filter Using Genetic Algorithm. International Journal of Communications, Network and System Sciences, 10, 105-115. doi: 10.4236/ijcns.2017.105B010.

Journals Menu

Follow SCIRP

	+1 323-425-8868
	customer@scirp.org
	+86 18163351462(WhatsApp)
	1655362766

	Paper Publishing WeChat

Journals Menu

Home

About SCIRP

Service

Policies