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Secure ACO-Based Wireless Sensor Network Routing Algorithm for IoT

The problem of developing effective and secure routing protocols has drawn more interest in network research with the popularization of IoT-connected devices. The perception of ensuring security is expensive in terms of computation, power and user-interface components because of low-power IoT o...

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Main Authors: Sharmin, Afsah, Anwar, Farhat, Motakabber, S. M. A., Hassan Abdalla Hashim, Aisha
Format: Conference or Workshop Item
Language:English
English
Published: IEEE 2021
Subjects:
TK5101 Telecommunication. Including telegraphy, radio, radar, television
Online Access:http://irep.iium.edu.my/91048/1/91048_Secure%20ACO-Based%20Wireless%20Sensor%20Network%20Routing%20Algorithm%20for%20IoT.pdf
http://irep.iium.edu.my/91048/7/91048_On%20the%20evaluation%20of%20DHT22%20temperature%20sensor%20for%20IoT%20application_Scopus.pdf
http://irep.iium.edu.my/91048/
https://ieeexplore.ieee.org/abstract/document/9467223?casa_token=-egQjyBDZrgAAAAA:dqWjed0o9s5aXsap3tvOY2zBSYjfMOXWHHH0UC4X9XJ8l1208qlS5wiSXfzCciCknVJKc64pLiVoBAE
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spelling my.iium.irep.910482021-09-21T03:16:40Z http://irep.iium.edu.my/91048/ Secure ACO-Based Wireless Sensor Network Routing Algorithm for IoT Sharmin, Afsah Anwar, Farhat Motakabber, S. M. A. Hassan Abdalla Hashim, Aisha TK5101 Telecommunication. Including telegraphy, radio, radar, television The problem of developing effective and secure routing protocols has drawn more interest in network research with the popularization of IoT-connected devices. The perception of ensuring security is expensive in terms of computation, power and user-interface components because of low-power IoT objects or sensor nodes. Secret keys distribution schemes are computationally expensive and require more resources. Rather, bio-inspired mechanisms are considered more robust as they offer optimal and inexpensive solutions for designing secure routing algorithms for their inherent adaptable and scalable features. Moreover, trusted neighbor discovery is a crucial task. That is why a complementary security measure, trust evaluation system, is adopted here. In this paper, a secure bio-inspired WSN (Wireless Sensor Network) routing protocol based on ant colony optimization (ACO) algorithm for IoT has been proposed and analyzed to find secure and optimal path that is energy-efficient as well as aiming at providing trust in IoT environment. The performance of the proposed routing algorithm is evaluated utilizing MATLAB. The assessment results indicate that it can find the forwarding path with comparatively low cost in the premise of ensuring security and has minimized the average energy consumption by nearly 50% even as the number of nodes has increased, when compared with the traditional ACO algorithm, an existing ant colony based routing algorithm and a current routing protocol for IoT. IEEE 2021-07-01 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/91048/1/91048_Secure%20ACO-Based%20Wireless%20Sensor%20Network%20Routing%20Algorithm%20for%20IoT.pdf application/pdf en http://irep.iium.edu.my/91048/7/91048_On%20the%20evaluation%20of%20DHT22%20temperature%20sensor%20for%20IoT%20application_Scopus.pdf Sharmin, Afsah and Anwar, Farhat and Motakabber, S. M. A. and Hassan Abdalla Hashim, Aisha (2021) Secure ACO-Based Wireless Sensor Network Routing Algorithm for IoT. In: 2021 8th International Conference on Computer and Communication Engineering (ICCCE), 22-23 June 2021, Kuala Lumpur, Malaysia. https://ieeexplore.ieee.org/abstract/document/9467223?casa_token=-egQjyBDZrgAAAAA:dqWjed0o9s5aXsap3tvOY2zBSYjfMOXWHHH0UC4X9XJ8l1208qlS5wiSXfzCciCknVJKc64pLiVoBAE 10.1109/ICCCE50029.2021.9467223
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
topic TK5101 Telecommunication. Including telegraphy, radio, radar, television
spellingShingle TK5101 Telecommunication. Including telegraphy, radio, radar, television
Sharmin, Afsah
Anwar, Farhat
Motakabber, S. M. A.
Hassan Abdalla Hashim, Aisha
Secure ACO-Based Wireless Sensor Network Routing Algorithm for IoT
description The problem of developing effective and secure routing protocols has drawn more interest in network research with the popularization of IoT-connected devices. The perception of ensuring security is expensive in terms of computation, power and user-interface components because of low-power IoT objects or sensor nodes. Secret keys distribution schemes are computationally expensive and require more resources. Rather, bio-inspired mechanisms are considered more robust as they offer optimal and inexpensive solutions for designing secure routing algorithms for their inherent adaptable and scalable features. Moreover, trusted neighbor discovery is a crucial task. That is why a complementary security measure, trust evaluation system, is adopted here. In this paper, a secure bio-inspired WSN (Wireless Sensor Network) routing protocol based on ant colony optimization (ACO) algorithm for IoT has been proposed and analyzed to find secure and optimal path that is energy-efficient as well as aiming at providing trust in IoT environment. The performance of the proposed routing algorithm is evaluated utilizing MATLAB. The assessment results indicate that it can find the forwarding path with comparatively low cost in the premise of ensuring security and has minimized the average energy consumption by nearly 50% even as the number of nodes has increased, when compared with the traditional ACO algorithm, an existing ant colony based routing algorithm and a current routing protocol for IoT.
format Conference or Workshop Item
author Sharmin, Afsah
Anwar, Farhat
Motakabber, S. M. A.
Hassan Abdalla Hashim, Aisha
author_facet Sharmin, Afsah
Anwar, Farhat
Motakabber, S. M. A.
Hassan Abdalla Hashim, Aisha
author_sort Sharmin, Afsah
title Secure ACO-Based Wireless Sensor Network Routing Algorithm for IoT
title_short Secure ACO-Based Wireless Sensor Network Routing Algorithm for IoT
title_full Secure ACO-Based Wireless Sensor Network Routing Algorithm for IoT
title_fullStr Secure ACO-Based Wireless Sensor Network Routing Algorithm for IoT
title_full_unstemmed Secure ACO-Based Wireless Sensor Network Routing Algorithm for IoT
title_sort secure aco-based wireless sensor network routing algorithm for iot
publisher IEEE
publishDate 2021
url http://irep.iium.edu.my/91048/1/91048_Secure%20ACO-Based%20Wireless%20Sensor%20Network%20Routing%20Algorithm%20for%20IoT.pdf
http://irep.iium.edu.my/91048/7/91048_On%20the%20evaluation%20of%20DHT22%20temperature%20sensor%20for%20IoT%20application_Scopus.pdf
http://irep.iium.edu.my/91048/
https://ieeexplore.ieee.org/abstract/document/9467223?casa_token=-egQjyBDZrgAAAAA:dqWjed0o9s5aXsap3tvOY2zBSYjfMOXWHHH0UC4X9XJ8l1208qlS5wiSXfzCciCknVJKc64pLiVoBAE
_version_ 1712284845336428544
score 13.211869

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