AI-enabled turbo-coded OFDM system for improved BER performance

被引:0
|
作者
Priti Subramanium
Rajeshree D. Raut
机构
[1] Shri Sant Gadge Baba College of Engineering and Technology,Department of Computer Science and Engineering
[2] Shri Ramdeobaba College of Engineering and Management,Electronics Design Technology
来源
The Journal of Supercomputing | 2020年 / 76卷
关键词
BER; OFDM; Turbo code; Artificial intelligence (AI);
D O I
暂无
中图分类号
学科分类号
摘要
The BER performance of any wireless communication system is the primary factor of consideration for the network under evaluation. Turbo-coded OFDM systems have always outperformed other communication standards in terms of delay of communication, overall system efficiency and flexibility. But the BER performance of turbo-coded OFDM systems has always been a challenge for network designers, due to the fact that turbo encoders vary largely in terms of their primary specifications like code length and code rate among other network parameters. In this paper, we propose an artificial intelligence (AI) layer for turbo-coded OFDM systems, which improves the BER performance of the system, and also reduces the delay of communication by intelligent selection of network specifications. Our AI is trained for minimizing the BER of the communication network, but it can be used to target one or many parameters as per the requirements of the network designer.
引用
收藏
页码:4338 / 4348
页数:10
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