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: A Conference proceeding or a Chapter in Book › 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	2019 29th International Telecommunication Networks and Applications Conference, ITNAC 2019
Publisher	IEEE, Institute of Electrical and Electronics Engineers
ISBN (Electronic)	9781728136738
DOIs	https://doi.org/10.1109/ITNAC46935.2019.9077986
Publication status	Published - Nov 2019
Externally published	Yes
Event	29th International Telecommunication Networks and Applications Conference, ITNAC 2019 - Auckland, New Zealand Duration: 27 Nov 2019 → 29 Nov 2019

Publication series

Name	2019 29th International Telecommunication Networks and Applications Conference, ITNAC 2019

Conference

Conference	29th International Telecommunication Networks and Applications Conference, ITNAC 2019
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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10.1109/ITNAC46935.2019.9077986

Cite this

Aslam, S., Alam, F., Hasan, S. F., & Rashid, M. (2019). Performance Analysis of Clustering Algorithms for Content-Sharing Based D2D Enabled 5G Networks. In 2019 29th International Telecommunication Networks and Applications Conference, ITNAC 2019 Article 9077986 (2019 29th International Telecommunication Networks and Applications Conference, ITNAC 2019). IEEE, Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ITNAC46935.2019.9077986

Aslam, Saad ; Alam, Fakhrul ; Hasan, Syed Faraz et al. / Performance Analysis of Clustering Algorithms for Content-Sharing Based D2D Enabled 5G Networks. 2019 29th International Telecommunication Networks and Applications Conference, ITNAC 2019. IEEE, Institute of Electrical and Electronics Engineers, 2019. (2019 29th International Telecommunication Networks and Applications Conference, ITNAC 2019).

@inproceedings{6fbf5286116d48c588ab0332c81217a3,

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.",

keywords = "5G, Clustering Algorithm, Content-Sharing, Device-to-Device",

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

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 29th International Telecommunication Networks and Applications Conference, ITNAC 2019 ; Conference date: 27-11-2019 Through 29-11-2019",

year = "2019",

month = nov,

doi = "10.1109/ITNAC46935.2019.9077986",

language = "English",

series = "2019 29th International Telecommunication Networks and Applications Conference, ITNAC 2019",

publisher = "IEEE, Institute of Electrical and Electronics Engineers",

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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 2019 29th International Telecommunication Networks and Applications Conference, ITNAC 2019., 9077986, 2019 29th International Telecommunication Networks and Applications Conference, ITNAC 2019, IEEE, Institute of Electrical and Electronics Engineers, 29th International Telecommunication Networks and Applications Conference, ITNAC 2019, 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.
2019 29th International Telecommunication Networks and Applications Conference, ITNAC 2019. IEEE, Institute of Electrical and Electronics Engineers, 2019. 9077986 (2019 29th International Telecommunication Networks and Applications Conference, ITNAC 2019).

Research output: A Conference proceeding or a Chapter in Book › Conference contribution › peer-review

TY - GEN

T1 - Performance Analysis of Clustering Algorithms for Content-Sharing Based D2D Enabled 5G Networks

AU - Aslam, Saad

AU - Alam, Fakhrul

AU - Hasan, Syed Faraz

AU - Rashid, Mohammad

PY - 2019/11

Y1 - 2019/11

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.

KW - 5G

KW - Clustering Algorithm

KW - Content-Sharing

KW - Device-to-Device

UR - https://www.scopus.com/pages/publications/85084794096

U2 - 10.1109/ITNAC46935.2019.9077986

DO - 10.1109/ITNAC46935.2019.9077986

M3 - Conference contribution

AN - SCOPUS:85084794096

T3 - 2019 29th International Telecommunication Networks and Applications Conference, ITNAC 2019

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

PB - IEEE, Institute of Electrical and Electronics Engineers

T2 - 29th International Telecommunication Networks and Applications Conference, ITNAC 2019

Y2 - 27 November 2019 through 29 November 2019

ER -

Aslam S, Alam F, Hasan SF, Rashid M. Performance Analysis of Clustering Algorithms for Content-Sharing Based D2D Enabled 5G Networks. In 2019 29th International Telecommunication Networks and Applications Conference, ITNAC 2019. IEEE, Institute of Electrical and Electronics Engineers. 2019. 9077986. (2019 29th International Telecommunication Networks and Applications Conference, ITNAC 2019). doi: 10.1109/ITNAC46935.2019.9077986

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

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