Multi-hop PSO based routing protocol for Wireless Sensor Networks with Energy Harvesting

Tlholiso W. Tukisi; Tebello N.D. Mathaba; Marcel Ohanga Odhiambo

doi:10.1109/ICTAS.2019.8703638

Multi-hop PSO based routing protocol for Wireless Sensor Networks with Energy Harvesting

Tlholiso W. Tukisi
, Tebello N.D. Mathaba
, Marcel Ohanga Odhiambo

Vaal University of Technology

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

20 Citations (Scopus)

Abstract

In this paper, three energy efficient routing strategies for a design of a Particle Swarm Optimization based Wireless Sensor Network (WSN) routing algorithm are presented. The first strategy maximizes the energy of the node with the lowest energy (the worst performing node) in the WSN, the second strategy maximizes the overall WSN energy and the third strategy maximizes the energy of the worst performing node while improving network latency. The best of these strategies is further tested in a WSN with energy harvesting nodes. The results are compared with a benchmark variant of the Low energy adaptive clustering hierarchy (LEACH) protocol, called the LEACH-Centralized Sleeping (CS). The results show that the strategy that maximizes the overall network energy can improve the network lifetime better. The results further show that the energy harvesting aware routing protocol can extend the lifetime of a WSN more than a protocol that is not energy harvesting aware.

Original language	English
Title of host publication	2019 Conference on Information Communications Technology and Society, ICTAS 2019
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781538673652
DOIs	https://doi.org/10.1109/ICTAS.2019.8703638
Publication status	Published - 30 Apr 2019
Externally published	Yes
Event	3rd Conference on Information Communications Technology and Society, ICTAS 2019 - Durban, South Africa Duration: 6 Mar 2019 → 8 Mar 2019

Publication series

Name	2019 Conference on Information Communications Technology and Society, ICTAS 2019

Conference

Conference	3rd Conference on Information Communications Technology and Society, ICTAS 2019
Country/Territory	South Africa
City	Durban
Period	6/03/19 → 8/03/19

UN SDGs

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

SDG 7 Affordable and Clean Energy

Keywords

Energy harvesting
LEACH-CS
PSO
Two-tier Clustering
Wireless Sensor Networks

ASJC Scopus subject areas

Computer Science Applications
Computer Networks and Communications
Computer Vision and Pattern Recognition
Information Systems and Management
Education

Access to Document

10.1109/ICTAS.2019.8703638

Cite this

Tukisi, T. W., Mathaba, T. N. D., & Odhiambo, M. O. (2019). Multi-hop PSO based routing protocol for Wireless Sensor Networks with Energy Harvesting. In 2019 Conference on Information Communications Technology and Society, ICTAS 2019 Article 8703638 (2019 Conference on Information Communications Technology and Society, ICTAS 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICTAS.2019.8703638

Tukisi, Tlholiso W. ; Mathaba, Tebello N.D. ; Odhiambo, Marcel Ohanga. / Multi-hop PSO based routing protocol for Wireless Sensor Networks with Energy Harvesting. 2019 Conference on Information Communications Technology and Society, ICTAS 2019. Institute of Electrical and Electronics Engineers Inc., 2019. (2019 Conference on Information Communications Technology and Society, ICTAS 2019).

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title = "Multi-hop PSO based routing protocol for Wireless Sensor Networks with Energy Harvesting",

abstract = "In this paper, three energy efficient routing strategies for a design of a Particle Swarm Optimization based Wireless Sensor Network (WSN) routing algorithm are presented. The first strategy maximizes the energy of the node with the lowest energy (the worst performing node) in the WSN, the second strategy maximizes the overall WSN energy and the third strategy maximizes the energy of the worst performing node while improving network latency. The best of these strategies is further tested in a WSN with energy harvesting nodes. The results are compared with a benchmark variant of the Low energy adaptive clustering hierarchy (LEACH) protocol, called the LEACH-Centralized Sleeping (CS). The results show that the strategy that maximizes the overall network energy can improve the network lifetime better. The results further show that the energy harvesting aware routing protocol can extend the lifetime of a WSN more than a protocol that is not energy harvesting aware.",

keywords = "Energy harvesting, LEACH-CS, PSO, Two-tier Clustering, Wireless Sensor Networks",

author = "Tukisi, \{Tlholiso W.\} and Mathaba, \{Tebello N.D.\} and Odhiambo, \{Marcel Ohanga\}",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 3rd Conference on Information Communications Technology and Society, ICTAS 2019 ; Conference date: 06-03-2019 Through 08-03-2019",

year = "2019",

month = apr,

day = "30",

doi = "10.1109/ICTAS.2019.8703638",

language = "English",

series = "2019 Conference on Information Communications Technology and Society, ICTAS 2019",

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

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}

Tukisi, TW, Mathaba, TND & Odhiambo, MO 2019, Multi-hop PSO based routing protocol for Wireless Sensor Networks with Energy Harvesting. in 2019 Conference on Information Communications Technology and Society, ICTAS 2019., 8703638, 2019 Conference on Information Communications Technology and Society, ICTAS 2019, Institute of Electrical and Electronics Engineers Inc., 3rd Conference on Information Communications Technology and Society, ICTAS 2019, Durban, South Africa, 6/03/19. https://doi.org/10.1109/ICTAS.2019.8703638

Multi-hop PSO based routing protocol for Wireless Sensor Networks with Energy Harvesting. / Tukisi, Tlholiso W.; Mathaba, Tebello N.D.; Odhiambo, Marcel Ohanga.
2019 Conference on Information Communications Technology and Society, ICTAS 2019. Institute of Electrical and Electronics Engineers Inc., 2019. 8703638 (2019 Conference on Information Communications Technology and Society, ICTAS 2019).

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

TY - GEN

T1 - Multi-hop PSO based routing protocol for Wireless Sensor Networks with Energy Harvesting

AU - Tukisi, Tlholiso W.

AU - Mathaba, Tebello N.D.

AU - Odhiambo, Marcel Ohanga

PY - 2019/4/30

Y1 - 2019/4/30

N2 - In this paper, three energy efficient routing strategies for a design of a Particle Swarm Optimization based Wireless Sensor Network (WSN) routing algorithm are presented. The first strategy maximizes the energy of the node with the lowest energy (the worst performing node) in the WSN, the second strategy maximizes the overall WSN energy and the third strategy maximizes the energy of the worst performing node while improving network latency. The best of these strategies is further tested in a WSN with energy harvesting nodes. The results are compared with a benchmark variant of the Low energy adaptive clustering hierarchy (LEACH) protocol, called the LEACH-Centralized Sleeping (CS). The results show that the strategy that maximizes the overall network energy can improve the network lifetime better. The results further show that the energy harvesting aware routing protocol can extend the lifetime of a WSN more than a protocol that is not energy harvesting aware.

AB - In this paper, three energy efficient routing strategies for a design of a Particle Swarm Optimization based Wireless Sensor Network (WSN) routing algorithm are presented. The first strategy maximizes the energy of the node with the lowest energy (the worst performing node) in the WSN, the second strategy maximizes the overall WSN energy and the third strategy maximizes the energy of the worst performing node while improving network latency. The best of these strategies is further tested in a WSN with energy harvesting nodes. The results are compared with a benchmark variant of the Low energy adaptive clustering hierarchy (LEACH) protocol, called the LEACH-Centralized Sleeping (CS). The results show that the strategy that maximizes the overall network energy can improve the network lifetime better. The results further show that the energy harvesting aware routing protocol can extend the lifetime of a WSN more than a protocol that is not energy harvesting aware.

KW - Energy harvesting

KW - LEACH-CS

KW - PSO

KW - Two-tier Clustering

KW - Wireless Sensor Networks

UR - https://www.scopus.com/pages/publications/85065777182

U2 - 10.1109/ICTAS.2019.8703638

DO - 10.1109/ICTAS.2019.8703638

M3 - Conference contribution

AN - SCOPUS:85065777182

T3 - 2019 Conference on Information Communications Technology and Society, ICTAS 2019

BT - 2019 Conference on Information Communications Technology and Society, ICTAS 2019

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 3rd Conference on Information Communications Technology and Society, ICTAS 2019

Y2 - 6 March 2019 through 8 March 2019

ER -

Tukisi TW, Mathaba TND, Odhiambo MO. Multi-hop PSO based routing protocol for Wireless Sensor Networks with Energy Harvesting. In 2019 Conference on Information Communications Technology and Society, ICTAS 2019. Institute of Electrical and Electronics Engineers Inc. 2019. 8703638. (2019 Conference on Information Communications Technology and Society, ICTAS 2019). doi: 10.1109/ICTAS.2019.8703638

Multi-hop PSO based routing protocol for Wireless Sensor Networks with Energy Harvesting

Abstract

Publication series

Conference

UN SDGs

Keywords

ASJC Scopus subject areas

Access to Document

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