Improvement of MIMO System using STTC with Artificial Neural Network

https://doi.org/10.24237/djes.2017.10201

Authors

  • Raad H. Thahir Electrical Engineering Department, College of Engineering, Al-Mustansiriah University
  • Hussien Y. Radhi Computer Engineering Department, College of Engineering, University of Diyala
  • Ghassan K. Ali Computer Engineering Department, College of Engineering, University of Diyala

Keywords:

Channel capacity (c) Multiple Input-Multiple Output (MIMO), multipath effect, Bit Error Rate (BER) Space Time Block Code (STBC) Space Time Trellis Code (STTC) and Artificial Neural Network (ANN).

Abstract

The wide demand for high data rate rapid development in mobile and internet communication system limitation of the radio spectrum and the communication capacity needs cannot be met without a significant increase in communication spectral efficiency make it important to increase the capacity and decrease the Bit Error Rate (BER) of communication channel. In this paper, analysis of the capacity for four types of communication systems are performed, it was found that the MIMO communication system capacity is the best, Space Time Trellis Code (STTC) technique is used to improve the performance of MIMO system by decreasing the BER as well as possible, finally artificial neural network was used at the receiver of with (STTC) to get more suitable results by decreasing the BER of the proposed system.

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Published

2017-06-01

How to Cite

[1]
Raad H. Thahir, H. Y. Radhi, and G. K. Ali, “Improvement of MIMO System using STTC with Artificial Neural Network”, DJES, vol. 10, no. 2, pp. 1–11, Jun. 2017.