TY - JOUR
T1 - Aco-inspired energy-aware routing algorithm for wireless sensor networks
AU - Yamamoto, Ryo
AU - Nishibu, Seira
AU - Yamazaki, Taku
AU - Okamura, Yasushi
AU - Tanaka, Yoshiaki
N1 - Funding Information:
This work was supported by JSPS KAKENHI grant number 15K15978 and JP17K12680.
Publisher Copyright:
© 2019 National Institute of Telecommunications. All rights reserved.
PY - 2019
Y1 - 2019
N2 - Multi-hop networks, such as WSNs, become an object of increasing attention as an emerging technology which plays an important role for practical IoT applications. These multi-hop networks generally consist of mobile and small terminals with limited resources, which makes them vulnerable to various network status changes. Moreover, the limited nature of terminal resources available, especially in terms of battery capacity, is one of the most important issues to be addressed in order to prolong their operating time. In order to ensure efficient communications in such networks, much research has already been conducted, especially in the field of routing and transmission technologies. However, conventional approaches adopted in the routing field still suffer from the so-called energy hole problem, usually caused by unbalanced communication loads existing due to difficulties in adaptive route management. To address this issue, the present paper proposes a novel routing algorithm that utilizes ACO-inspired routing based on residual energy of terminals. Operational evaluation reveals its potential to ensure balanced energy consumption and to boost network performance.
AB - Multi-hop networks, such as WSNs, become an object of increasing attention as an emerging technology which plays an important role for practical IoT applications. These multi-hop networks generally consist of mobile and small terminals with limited resources, which makes them vulnerable to various network status changes. Moreover, the limited nature of terminal resources available, especially in terms of battery capacity, is one of the most important issues to be addressed in order to prolong their operating time. In order to ensure efficient communications in such networks, much research has already been conducted, especially in the field of routing and transmission technologies. However, conventional approaches adopted in the routing field still suffer from the so-called energy hole problem, usually caused by unbalanced communication loads existing due to difficulties in adaptive route management. To address this issue, the present paper proposes a novel routing algorithm that utilizes ACO-inspired routing based on residual energy of terminals. Operational evaluation reveals its potential to ensure balanced energy consumption and to boost network performance.
KW - Ant colony optimization
KW - Load balancing
KW - Routing algorithm
KW - Sensor networks
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U2 - 10.26636/jtit.2019.129718
DO - 10.26636/jtit.2019.129718
M3 - Article
AN - SCOPUS:85065260977
SN - 1509-4553
SP - 5
EP - 13
JO - Journal of Telecommunications and Information Technology
JF - Journal of Telecommunications and Information Technology
IS - 1
ER -