Enhancement of Energy Harvesting Efficiency in Mobile Wireless Sensor Networks

Amin Al Ka'Bi

doi:10.1109/UEMCON53757.2021.9666602

Enhancement of Energy Harvesting Efficiency in Mobile Wireless Sensor Networks

Amin Al Ka'Bi

Australian University - Kuwait

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

7 Scopus citations

Abstract

In this research work, a proposed method for extending the lifetime of energy-constrained Mobile wireless sensor networks (MWSNs) is presented. This method is based on the fact that RF signal carries both information and energy at the same time. Hence, by increasing the efficiency of energy harvesting from radio frequency (RF) signals, the lifetime of the wireless network can be significantly extended. The Simultaneous Wireless Information and Power Transfer (SWIPT) in this technique enables harvesting of energy by relay nodes which in turn can be used for wireless data transmission. In order to enhance the lifetime of the mobile wireless network, the transmitted RF energy can be recycled at the receiver side. On the other hand, a balance between energy harvesting and wireless data transmission is required in order to maximize the overall efficiency of the system. Particle Swarm Optimization (PSO) is employed to obtain the optimum resource allocation policies which maximizes the system energy efficiency. A cost function is framed for this purpose and PSO attains maximum energy efficiency by improving the solution of the cost function at each iteration with respect to given constraints.

Original language	English
Title of host publication	2021 IEEE 12th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021
Editors	Rajashree Paul
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	137-142
Number of pages	6
ISBN (Electronic)	9781665406901
DOIs	https://doi.org/10.1109/UEMCON53757.2021.9666602
State	Published - 2021
Event	12th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021 - New York, United States Duration: 1 Dec 2021 → 4 Dec 2021

Publication series

Name	2021 IEEE 12th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021

Conference

Conference	12th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021
Country/Territory	United States
City	New York
Period	1/12/21 → 4/12/21

UN SDGs

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

SDG 7 Affordable and Clean Energy

Keywords

Energy Efficiency
Low Energy Adaptive Clustering Hierarchy (LEACH)
Particle Swarm Optimization (PSO)
Resource Allocation
Simultaneous Wireless Information and Power Transfer (SWIPT)

Funding Agency

Kuwait Foundation for the Advancement of Sciences

Access to Document

10.1109/UEMCON53757.2021.9666602

Cite this

Ka'Bi, A. A. (2021). Enhancement of Energy Harvesting Efficiency in Mobile Wireless Sensor Networks. In R. Paul (Ed.), 2021 IEEE 12th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021 (pp. 137-142). (2021 IEEE 12th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/UEMCON53757.2021.9666602

Ka'Bi, Amin Al. / Enhancement of Energy Harvesting Efficiency in Mobile Wireless Sensor Networks. 2021 IEEE 12th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021. editor / Rajashree Paul. Institute of Electrical and Electronics Engineers Inc., 2021. pp. 137-142 (2021 IEEE 12th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021).

@inproceedings{2173f169f9e940d3a11d5e0974a3261e,

title = "Enhancement of Energy Harvesting Efficiency in Mobile Wireless Sensor Networks",

abstract = "In this research work, a proposed method for extending the lifetime of energy-constrained Mobile wireless sensor networks (MWSNs) is presented. This method is based on the fact that RF signal carries both information and energy at the same time. Hence, by increasing the efficiency of energy harvesting from radio frequency (RF) signals, the lifetime of the wireless network can be significantly extended. The Simultaneous Wireless Information and Power Transfer (SWIPT) in this technique enables harvesting of energy by relay nodes which in turn can be used for wireless data transmission. In order to enhance the lifetime of the mobile wireless network, the transmitted RF energy can be recycled at the receiver side. On the other hand, a balance between energy harvesting and wireless data transmission is required in order to maximize the overall efficiency of the system. Particle Swarm Optimization (PSO) is employed to obtain the optimum resource allocation policies which maximizes the system energy efficiency. A cost function is framed for this purpose and PSO attains maximum energy efficiency by improving the solution of the cost function at each iteration with respect to given constraints.",

keywords = "Energy Efficiency, Low Energy Adaptive Clustering Hierarchy (LEACH), Particle Swarm Optimization (PSO), Resource Allocation, Simultaneous Wireless Information and Power Transfer (SWIPT)",

author = "Ka'Bi, \{Amin Al\}",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 12th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021 ; Conference date: 01-12-2021 Through 04-12-2021",

year = "2021",

doi = "10.1109/UEMCON53757.2021.9666602",

language = "English",

series = "2021 IEEE 12th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021",

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Ka'Bi, AA 2021, Enhancement of Energy Harvesting Efficiency in Mobile Wireless Sensor Networks. in R Paul (ed.), 2021 IEEE 12th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021. 2021 IEEE 12th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021, Institute of Electrical and Electronics Engineers Inc., pp. 137-142, 12th IEEE Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021, New York, United States, 1/12/21. https://doi.org/10.1109/UEMCON53757.2021.9666602

Enhancement of Energy Harvesting Efficiency in Mobile Wireless Sensor Networks. / Ka'Bi, Amin Al.
2021 IEEE 12th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021. ed. / Rajashree Paul. Institute of Electrical and Electronics Engineers Inc., 2021. p. 137-142 (2021 IEEE 12th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021).

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

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AU - Ka'Bi, Amin Al

PY - 2021

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N2 - In this research work, a proposed method for extending the lifetime of energy-constrained Mobile wireless sensor networks (MWSNs) is presented. This method is based on the fact that RF signal carries both information and energy at the same time. Hence, by increasing the efficiency of energy harvesting from radio frequency (RF) signals, the lifetime of the wireless network can be significantly extended. The Simultaneous Wireless Information and Power Transfer (SWIPT) in this technique enables harvesting of energy by relay nodes which in turn can be used for wireless data transmission. In order to enhance the lifetime of the mobile wireless network, the transmitted RF energy can be recycled at the receiver side. On the other hand, a balance between energy harvesting and wireless data transmission is required in order to maximize the overall efficiency of the system. Particle Swarm Optimization (PSO) is employed to obtain the optimum resource allocation policies which maximizes the system energy efficiency. A cost function is framed for this purpose and PSO attains maximum energy efficiency by improving the solution of the cost function at each iteration with respect to given constraints.

AB - In this research work, a proposed method for extending the lifetime of energy-constrained Mobile wireless sensor networks (MWSNs) is presented. This method is based on the fact that RF signal carries both information and energy at the same time. Hence, by increasing the efficiency of energy harvesting from radio frequency (RF) signals, the lifetime of the wireless network can be significantly extended. The Simultaneous Wireless Information and Power Transfer (SWIPT) in this technique enables harvesting of energy by relay nodes which in turn can be used for wireless data transmission. In order to enhance the lifetime of the mobile wireless network, the transmitted RF energy can be recycled at the receiver side. On the other hand, a balance between energy harvesting and wireless data transmission is required in order to maximize the overall efficiency of the system. Particle Swarm Optimization (PSO) is employed to obtain the optimum resource allocation policies which maximizes the system energy efficiency. A cost function is framed for this purpose and PSO attains maximum energy efficiency by improving the solution of the cost function at each iteration with respect to given constraints.

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KW - Resource Allocation

KW - Simultaneous Wireless Information and Power Transfer (SWIPT)

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A2 - Paul, Rajashree

PB - Institute of Electrical and Electronics Engineers Inc.

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Y2 - 1 December 2021 through 4 December 2021

ER -

Ka'Bi AA. Enhancement of Energy Harvesting Efficiency in Mobile Wireless Sensor Networks. In Paul R, editor, 2021 IEEE 12th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021. Institute of Electrical and Electronics Engineers Inc. 2021. p. 137-142. (2021 IEEE 12th Annual Ubiquitous Computing, Electronics and Mobile Communication Conference, UEMCON 2021). doi: 10.1109/UEMCON53757.2021.9666602

Enhancement of Energy Harvesting Efficiency in Mobile Wireless Sensor Networks

Abstract

Publication series

Conference

UN SDGs

Keywords

Funding Agency

Access to Document

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Cite this