Performance Analysis of Clustering Algorithms for Content-Sharing Based D2D Enabled 5G Networks

Saad Aslam; Fakhrul Alam; Syed Faraz Hasan; Mohammad Rashid

doi:10.1109/ITNAC46935.2019.9077986

Performance Analysis of Clustering Algorithms for Content-Sharing Based D2D Enabled 5G Networks

Saad Aslam, Fakhrul Alam, Syed Faraz Hasan, Mohammad Rashid

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

10 Citations (Scopus)

Abstract

5G networks are expected to be content-centric which present various research challenges. Content-Sharing via Device-to-Device (D2D) clustered networks has emerged as a popular approach of alleviating the burden on the 5G network. A novel channel-based clustering algorithm, for grouping the D2D User Equipment (DUEs) sharing a common interest, is proposed in this paper. Performance parameters such as energy consumption of devices and area spectral efficiencies (ASE) are considered for evaluating the performance of the D2D clustered network in a simulation study. The proposed algorithm exhibits better node energy consumptions as compared to several existing clustering algorithms. It also yields better ASE compared to the existing algorithms for various node densities. Effect of the number of clusters on the performance parameters is also discussed.

Original language	English
Title of host publication	Proceedings of the 29th International Telecommunication Networks and Applications Conference, ITNAC 2019
Place of Publication	United States of America
Publisher	Institute of Electrical and Electronics Engineers
Pages	302-308
ISBN (Print)	9781728136738, 9781728136721, 9781728136745
DOIs	https://doi.org/10.1109/ITNAC46935.2019.9077986
Publication status	Published - 2019
Event	ITNAC 2019: 29th International Telecommunication Networks and Applications Conference - Auckland, New Zealand Duration: 27 Nov 2019 → 29 Nov 2019

Conference

Conference	ITNAC 2019: 29th International Telecommunication Networks and Applications Conference
Country/Territory	New Zealand
City	Auckland
Period	27/11/19 → 29/11/19

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

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https://hdl.handle.net/1959.11/62967

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Aslam, S., Alam, F., Hasan, S. F., & Rashid, M. (2019). Performance Analysis of Clustering Algorithms for Content-Sharing Based D2D Enabled 5G Networks. In Proceedings of the 29th International Telecommunication Networks and Applications Conference, ITNAC 2019 (pp. 302-308). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ITNAC46935.2019.9077986

@inproceedings{ed4ab39378414e138ea0b53635df79a5,

title = "Performance Analysis of Clustering Algorithms for Content-Sharing Based D2D Enabled 5G Networks",

abstract = "5G networks are expected to be content-centric which present various research challenges. Content-Sharing via Device-to-Device (D2D) clustered networks has emerged as a popular approach of alleviating the burden on the 5G network. A novel channel-based clustering algorithm, for grouping the D2D User Equipment (DUEs) sharing a common interest, is proposed in this paper. Performance parameters such as energy consumption of devices and area spectral efficiencies (ASE) are considered for evaluating the performance of the D2D clustered network in a simulation study. The proposed algorithm exhibits better node energy consumptions as compared to several existing clustering algorithms. It also yields better ASE compared to the existing algorithms for various node densities. Effect of the number of clusters on the performance parameters is also discussed.",

author = "Saad Aslam and Fakhrul Alam and Hasan, \{Syed Faraz\} and Mohammad Rashid",

year = "2019",

doi = "10.1109/ITNAC46935.2019.9077986",

language = "English",

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pages = "302--308",

booktitle = "Proceedings of the 29th International Telecommunication Networks and Applications Conference, ITNAC 2019",

publisher = "Institute of Electrical and Electronics Engineers",

note = "ITNAC 2019: 29th International Telecommunication Networks and Applications Conference ; Conference date: 27-11-2019 Through 29-11-2019",

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Aslam, S, Alam, F, Hasan, SF & Rashid, M 2019, Performance Analysis of Clustering Algorithms for Content-Sharing Based D2D Enabled 5G Networks. in Proceedings of the 29th International Telecommunication Networks and Applications Conference, ITNAC 2019. Institute of Electrical and Electronics Engineers, United States of America, pp. 302-308, ITNAC 2019: 29th International Telecommunication Networks and Applications Conference, Auckland, New Zealand, 27/11/19. https://doi.org/10.1109/ITNAC46935.2019.9077986

Performance Analysis of Clustering Algorithms for Content-Sharing Based D2D Enabled 5G Networks. / Aslam, Saad; Alam, Fakhrul; Hasan, Syed Faraz et al.
Proceedings of the 29th International Telecommunication Networks and Applications Conference, ITNAC 2019. United States of America: Institute of Electrical and Electronics Engineers, 2019. p. 302-308.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

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AU - Hasan, Syed Faraz

AU - Rashid, Mohammad

PY - 2019

Y1 - 2019

N2 - 5G networks are expected to be content-centric which present various research challenges. Content-Sharing via Device-to-Device (D2D) clustered networks has emerged as a popular approach of alleviating the burden on the 5G network. A novel channel-based clustering algorithm, for grouping the D2D User Equipment (DUEs) sharing a common interest, is proposed in this paper. Performance parameters such as energy consumption of devices and area spectral efficiencies (ASE) are considered for evaluating the performance of the D2D clustered network in a simulation study. The proposed algorithm exhibits better node energy consumptions as compared to several existing clustering algorithms. It also yields better ASE compared to the existing algorithms for various node densities. Effect of the number of clusters on the performance parameters is also discussed.

AB - 5G networks are expected to be content-centric which present various research challenges. Content-Sharing via Device-to-Device (D2D) clustered networks has emerged as a popular approach of alleviating the burden on the 5G network. A novel channel-based clustering algorithm, for grouping the D2D User Equipment (DUEs) sharing a common interest, is proposed in this paper. Performance parameters such as energy consumption of devices and area spectral efficiencies (ASE) are considered for evaluating the performance of the D2D clustered network in a simulation study. The proposed algorithm exhibits better node energy consumptions as compared to several existing clustering algorithms. It also yields better ASE compared to the existing algorithms for various node densities. Effect of the number of clusters on the performance parameters is also discussed.

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M3 - Conference contribution

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SN - 9781728136745

SP - 302

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BT - Proceedings of the 29th International Telecommunication Networks and Applications Conference, ITNAC 2019

PB - Institute of Electrical and Electronics Engineers

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Aslam S, Alam F, Hasan SF, Rashid M. Performance Analysis of Clustering Algorithms for Content-Sharing Based D2D Enabled 5G Networks. In Proceedings of the 29th International Telecommunication Networks and Applications Conference, ITNAC 2019. United States of America: Institute of Electrical and Electronics Engineers. 2019. p. 302-308 doi: 10.1109/ITNAC46935.2019.9077986

Performance Analysis of Clustering Algorithms for Content-Sharing Based D2D Enabled 5G Networks

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