An energy efficient clustering technique in M2M based on affinity propagation

Hamayoun Shahwani; Siraj Muneer; Jitae Shin

doi:10.1109/ICET.2016.7813207

An energy efficient clustering technique in M2M based on affinity propagation

Hamayoun Shahwani
, Siraj Muneer
, Jitae Shin

Department of Electronic and Electrical Engineering

Sungkyunkwan University
Balochistan University of Information Technology, Engineering and Management Sciences

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

1 Scopus citations

Abstract

Machine-to-Machine (M2M) communication has been a hot topic for researchers for last few years. Energy efficiency is one of the major issues in M2M devices. In order to increase the energy efficiency of M2M battery-based devices, this paper proposes an energy efficient clustering technique in M2M based on Affinity Propagation (AP). It uses the simple idea of head rotation among the most appropriate candidates for cluster head (CH). Simulation results show that the proposed scheme can increase the energy efficiency of M2M devices.

Original language	English
Title of host publication	ICET 2016 - 2016 International Conference on Emerging Technologies
Editors	Ghulam Mustafa, Sufi Tabassum Gul, Shahzad Nadeem
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781509035519
DOIs	https://doi.org/10.1109/ICET.2016.7813207
State	Published - 10 Jan 2017
Event	12th International Conference on Emerging Technologies, ICET 2016 - Islamabad, Pakistan Duration: 18 Oct 2016 → 19 Oct 2016

Publication series

Name	ICET 2016 - 2016 International Conference on Emerging Technologies

Conference

Conference	12th International Conference on Emerging Technologies, ICET 2016
Country/Territory	Pakistan
City	Islamabad
Period	18/10/16 → 19/10/16

UN SDGs

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

SDG 7 Affordable and Clean Energy

Access to Document

10.1109/ICET.2016.7813207

Cite this

Shahwani, H., Muneer, S., & Shin, J. (2017). An energy efficient clustering technique in M2M based on affinity propagation. In G. Mustafa, S. T. Gul, & S. Nadeem (Eds.), ICET 2016 - 2016 International Conference on Emerging Technologies Article 7813207 (ICET 2016 - 2016 International Conference on Emerging Technologies). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICET.2016.7813207

Shahwani, Hamayoun ; Muneer, Siraj ; Shin, Jitae. / An energy efficient clustering technique in M2M based on affinity propagation. ICET 2016 - 2016 International Conference on Emerging Technologies. editor / Ghulam Mustafa ; Sufi Tabassum Gul ; Shahzad Nadeem. Institute of Electrical and Electronics Engineers Inc., 2017. (ICET 2016 - 2016 International Conference on Emerging Technologies).

@inproceedings{00ce747536c447c8aa1e00f3987d9bae,

title = "An energy efficient clustering technique in M2M based on affinity propagation",

abstract = "Machine-to-Machine (M2M) communication has been a hot topic for researchers for last few years. Energy efficiency is one of the major issues in M2M devices. In order to increase the energy efficiency of M2M battery-based devices, this paper proposes an energy efficient clustering technique in M2M based on Affinity Propagation (AP). It uses the simple idea of head rotation among the most appropriate candidates for cluster head (CH). Simulation results show that the proposed scheme can increase the energy efficiency of M2M devices.",

author = "Hamayoun Shahwani and Siraj Muneer and Jitae Shin",

note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 12th International Conference on Emerging Technologies, ICET 2016 ; Conference date: 18-10-2016 Through 19-10-2016",

year = "2017",

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doi = "10.1109/ICET.2016.7813207",

language = "English",

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Shahwani, H, Muneer, S & Shin, J 2017, An energy efficient clustering technique in M2M based on affinity propagation. in G Mustafa, ST Gul & S Nadeem (eds), ICET 2016 - 2016 International Conference on Emerging Technologies., 7813207, ICET 2016 - 2016 International Conference on Emerging Technologies, Institute of Electrical and Electronics Engineers Inc., 12th International Conference on Emerging Technologies, ICET 2016, Islamabad, Pakistan, 18/10/16. https://doi.org/10.1109/ICET.2016.7813207

An energy efficient clustering technique in M2M based on affinity propagation. / Shahwani, Hamayoun; Muneer, Siraj; Shin, Jitae.
ICET 2016 - 2016 International Conference on Emerging Technologies. ed. / Ghulam Mustafa; Sufi Tabassum Gul; Shahzad Nadeem. Institute of Electrical and Electronics Engineers Inc., 2017. 7813207 (ICET 2016 - 2016 International Conference on Emerging Technologies).

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

TY - GEN

T1 - An energy efficient clustering technique in M2M based on affinity propagation

AU - Shahwani, Hamayoun

AU - Muneer, Siraj

AU - Shin, Jitae

PY - 2017/1/10

Y1 - 2017/1/10

N2 - Machine-to-Machine (M2M) communication has been a hot topic for researchers for last few years. Energy efficiency is one of the major issues in M2M devices. In order to increase the energy efficiency of M2M battery-based devices, this paper proposes an energy efficient clustering technique in M2M based on Affinity Propagation (AP). It uses the simple idea of head rotation among the most appropriate candidates for cluster head (CH). Simulation results show that the proposed scheme can increase the energy efficiency of M2M devices.

AB - Machine-to-Machine (M2M) communication has been a hot topic for researchers for last few years. Energy efficiency is one of the major issues in M2M devices. In order to increase the energy efficiency of M2M battery-based devices, this paper proposes an energy efficient clustering technique in M2M based on Affinity Propagation (AP). It uses the simple idea of head rotation among the most appropriate candidates for cluster head (CH). Simulation results show that the proposed scheme can increase the energy efficiency of M2M devices.

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U2 - 10.1109/ICET.2016.7813207

DO - 10.1109/ICET.2016.7813207

M3 - Conference contribution

AN - SCOPUS:85013059459

T3 - ICET 2016 - 2016 International Conference on Emerging Technologies

BT - ICET 2016 - 2016 International Conference on Emerging Technologies

A2 - Mustafa, Ghulam

A2 - Gul, Sufi Tabassum

A2 - Nadeem, Shahzad

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 12th International Conference on Emerging Technologies, ICET 2016

Y2 - 18 October 2016 through 19 October 2016

ER -

Shahwani H, Muneer S, Shin J. An energy efficient clustering technique in M2M based on affinity propagation. In Mustafa G, Gul ST, Nadeem S, editors, ICET 2016 - 2016 International Conference on Emerging Technologies. Institute of Electrical and Electronics Engineers Inc. 2017. 7813207. (ICET 2016 - 2016 International Conference on Emerging Technologies). doi: 10.1109/ICET.2016.7813207

An energy efficient clustering technique in M2M based on affinity propagation

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