Performance of TCP over satellite networks under severe cross-traffic using GA

Authors:
S. Karthik;V. Jawahar Senthilkumar;B. Chidambararajan;S. K. Srivatsa
Affiliations:
School of Electrical and Electronics Engineering, Anna University, Chennai, India.;School of Electrical and Electronics Engineering, Anna University, Chennai, India.;Department of Electronics and Communication Engineering, Institute of Road Transport Technology, Erode, India.;School of Electrical and Electronics Engineering, Anna University, Chennai, India.
Venue:
International Journal of Mobile Communications
Year:
2004

Citing 12
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Abstract

It has become increasingly important to test diverse Satellite Systems (Low Earth Orbit and Geosynchronous Satellites) under realistic traffic loads. None of the currently used techniques are able to achieve good results. Formal techniques can be applied to only over simplified models and statistical techniques relying on simulation often fail. Our approach relies on integrating the Genetic Algorithm (GA) with the simulator of the system under verification. We applied our approach to quantitative verification of the Satellite Transport Protocol (TCP Reno and TCP Vegas) successfully. Our simulation results are better than those achieved by traditional statistical methods.