Application of GA & PSO Based Algorithm in MIMO Detection

7 Pages Posted: 14 Jun 2019

See all articles by Siraj Pathan

Siraj Pathan

Amity University Rajasthan

Deepak Panwar

Amity University Rajasthan

Date Written: March 23, 2019

Abstract

LTE system consist of MIMO-OFDM technology which have been widely used for high speed communication in 4G & 5G. A difficulty encountered in design of MIMO Receiver in detecting of signal in noisy & large MIMO environment of the transmitted signal. To get minimum error of probability designing of a receiver is required by considering theoretical & practical difficulties. However, with this design receiver will become more complex. MLD &VBLAST is the optimal method for signal detection but with increase in modulation order & transmit antenna amount complexity increases. This paper shows that GA & PSO algorithm will reduce computational complexity & will increase convergence speed & will detect signal of LTE it will give near optimal bit error rate.

Suggested Citation

Pathan, Siraj and Panwar, Deepak, Application of GA & PSO Based Algorithm in MIMO Detection (March 23, 2019). Proceedings of International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM), Amity University Rajasthan, Jaipur - India, February 26-28, 2019. Available at SSRN: https://ssrn.com/abstract=3358763 or http://dx.doi.org/10.2139/ssrn.3358763

Siraj Pathan (Contact Author)

Amity University Rajasthan ( email )

Deepak Panwar

Amity University Rajasthan ( email )

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