Improving the Power Consumption of Thread Mesh Networks Through Genetic Algorithm Optimization
Improving the Power Consumption of Thread Mesh Networks Through Genetic Algorithm Optimization
Samenvatting
Reliability is a constraint of low-power wireless connectivity, commonly addressed by the deployment of mesh topology. Accordingly, power consumption becomes a major concern during the design and implementation of such networks. Thus, a mono-objective optimization was implemented in this work to decrease the total amount of power consumed by a low-power wireless mesh network based on Thread protocol. Using a genetic algorithm, the optimization procedure takes into account a pre-defined connectivity matrix, in which the possible distances between all network devices are considered. The experimental proof-of-concept shows that a mean gain of 26.45 dB is achievable in a specific scenario. Through our experimental results, we conclude that the Thread mesh protocol has much leeway to meet the low-power consumption requirement of wireless sensor networks.
Organisatie | Hanze |
Gepubliceerd in | IEEE Sensors Letters IEEE, Pagina's: 1-4 |
Datum | 2024-12-01 |
Type | Artikel |
DOI | 10.1109/lsens.2024.3488652 |
Taal | Engels |