Future Communication Systems: Toward the Intelligent-based Optimization Approaches


Kouhalvandi L., Alibakhshikenari M., Matekovits L., Shayea I. A. M., Özoğuz İ. S.

10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023, İstanbul, Turkey, 26 - 28 October 2023 identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1109/wincom59760.2023.10322916
  • City: İstanbul
  • Country: Turkey
  • Keywords: Artificial intelligence (AI), deep neural network (DNN), fifth generation (5G), machine learning (ML), optimization, sixth generation (6G), wireless
  • Istanbul Technical University Affiliated: Yes

Abstract

The wireless communication systems are expecting to include the high-end service quality for the users and customers. In the last decade, the industry and academia are studying effectively on the sixth generation (6G) systems, since the high performance network connectivity will influence on the number of use cases and also varied applications. For this case, new challenging requirements with key specifications need to be considered deeply for fulfilling the technical drawbacks. In the very recently published papers, it is recognized that researchers focus on solving various problems appeared in the communication systems through advanced optimization methods based on the artificial intelligence (AI). This study devotes to summarize newly and recently published studies where they use optimization and AI-based approaches for tacking their problems related to the communication systems. This review will help readers to discover the suitable AI-based approach for their own challenges.