Future Communication Systems: Toward the Intelligent-based Optimization Approaches

Lida Kouhalvandi; Mohammad Alibakhshikenari; Ladislau Matekovits; Ibraheem Shayea; Serdar Ozoguz

doi:10.1109/WINCOM59760.2023.10322916

Future Communication Systems: Toward the Intelligent-based Optimization Approaches

Lida Kouhalvandi
, Mohammad Alibakhshikenari
, Ladislau Matekovits
, Ibraheem Shayea
, Serdar Ozoguz

Dogus University
Department of Signal Theory and Communications
Universidad Carlos III de Madrid
Politecnico di Torino
Politehnica University of Timisoara
Istituto di Elettronica e di Ingegneria Dell'Informazione e Delle Telecomunicazioni
Istanbul Technical University

Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review

1 Citation (Scopus)

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.

Original language	English
Title of host publication	Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023
Editors	Khalil Ibrahimi, Mohamed El Kamili, Abdellatif Kobbane, Ibraheem Shayea
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798350329674
DOIs	https://doi.org/10.1109/WINCOM59760.2023.10322916
Publication status	Published - 2023
Externally published	Yes
Event	10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023 - Istanbul, Turkey Duration: 26 Oct 2023 → 28 Oct 2023

Publication series

Name	Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023

Conference

Conference	10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023
Country/Territory	Turkey
City	Istanbul
Period	26/10/23 → 28/10/23

Keywords

Artificial intelligence (AI)
deep neural network (DNN)
fifth generation (5G)
machine learning (ML)
optimization
sixth generation (6G)
wireless

Access to Document

10.1109/WINCOM59760.2023.10322916

Cite this

Kouhalvandi, L., Alibakhshikenari, M., Matekovits, L., Shayea, I., & Ozoguz, S. (2023). Future Communication Systems: Toward the Intelligent-based Optimization Approaches. In K. Ibrahimi, M. El Kamili, A. Kobbane, & I. Shayea (Eds.), Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023 (Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/WINCOM59760.2023.10322916

Kouhalvandi, Lida ; Alibakhshikenari, Mohammad ; Matekovits, Ladislau et al. / Future Communication Systems : Toward the Intelligent-based Optimization Approaches. Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023. editor / Khalil Ibrahimi ; Mohamed El Kamili ; Abdellatif Kobbane ; Ibraheem Shayea. Institute of Electrical and Electronics Engineers Inc., 2023. (Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023).

@inproceedings{215e03828b284fa587928387f94f6e75,

title = "Future Communication Systems: Toward the Intelligent-based Optimization Approaches",

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.",

keywords = "Artificial intelligence (AI), deep neural network (DNN), fifth generation (5G), machine learning (ML), optimization, sixth generation (6G), wireless",

author = "Lida Kouhalvandi and Mohammad Alibakhshikenari and Ladislau Matekovits and Ibraheem Shayea and Serdar Ozoguz",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023 ; Conference date: 26-10-2023 Through 28-10-2023",

year = "2023",

doi = "10.1109/WINCOM59760.2023.10322916",

language = "English",

series = "Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

editor = "Khalil Ibrahimi and \{El Kamili\}, Mohamed and Abdellatif Kobbane and Ibraheem Shayea",

booktitle = "Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023",

}

Kouhalvandi, L, Alibakhshikenari, M, Matekovits, L, Shayea, I & Ozoguz, S 2023, Future Communication Systems: Toward the Intelligent-based Optimization Approaches. in K Ibrahimi, M El Kamili, A Kobbane & I Shayea (eds), Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023. Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023, Institute of Electrical and Electronics Engineers Inc., 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023, Istanbul, Turkey, 26/10/23. https://doi.org/10.1109/WINCOM59760.2023.10322916

Future Communication Systems: Toward the Intelligent-based Optimization Approaches. / Kouhalvandi, Lida; Alibakhshikenari, Mohammad; Matekovits, Ladislau et al.
Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023. ed. / Khalil Ibrahimi; Mohamed El Kamili; Abdellatif Kobbane; Ibraheem Shayea. Institute of Electrical and Electronics Engineers Inc., 2023. (Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023).

Research output: Chapter in Book or Conference Publication/Proceeding › Conference Publication › peer-review

TY - GEN

T1 - Future Communication Systems

T2 - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023

AU - Kouhalvandi, Lida

AU - Alibakhshikenari, Mohammad

AU - Matekovits, Ladislau

AU - Shayea, Ibraheem

AU - Ozoguz, Serdar

PY - 2023

Y1 - 2023

N2 - 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.

AB - 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.

KW - Artificial intelligence (AI)

KW - deep neural network (DNN)

KW - fifth generation (5G)

KW - machine learning (ML)

KW - optimization

KW - sixth generation (6G)

KW - wireless

UR - https://www.scopus.com/pages/publications/85179521515

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DO - 10.1109/WINCOM59760.2023.10322916

M3 - Conference Publication

AN - SCOPUS:85179521515

T3 - Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023

BT - Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023

A2 - Ibrahimi, Khalil

A2 - El Kamili, Mohamed

A2 - Kobbane, Abdellatif

A2 - Shayea, Ibraheem

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 26 October 2023 through 28 October 2023

ER -

Kouhalvandi L, Alibakhshikenari M, Matekovits L, Shayea I, Ozoguz S. Future Communication Systems: Toward the Intelligent-based Optimization Approaches. In Ibrahimi K, El Kamili M, Kobbane A, Shayea I, editors, Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023. Institute of Electrical and Electronics Engineers Inc. 2023. (Proceedings - 10th International Conference on Wireless Networks and Mobile Communications, WINCOM 2023). doi: 10.1109/WINCOM59760.2023.10322916

Future Communication Systems: Toward the Intelligent-based Optimization Approaches

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