A Study of Scalable Mesh Algorithms for Large-scale Aquaculture using LoRa

COVID-19 significantly impacted the fishing industries, affecting fish supply, demand, distribution, labour and production. The aquaculture industry needs to monitor water quality manually, which is time-consuming and costly. This paper explores mesh algorithms such as DSDV (Destination Sequenced Distance Vector) and AODV (Ad-hoc On-Demand Distance Vector Routing) on IoT for remote monitoring of aquaculture farms. Comparisons of routing algorithms analysis were made regarding reliability and power consumption. The AODV mesh algorithm on LoRa has demonstrated better network efficiencies and lower power capabilities for long-range data gathering across large areas during daily operations.

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Published
2024-08-21
DOI
https://doi.org/10.1109/apwcs61586.2024.10679328
Primary Topic
Water Quality Monitoring Technologies
Type
article
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article

A Study of Scalable Mesh Algorithms for Large-scale Aquaculture using LoRa

Muhamed Fauzi Bin Abbas, Lim Kei Yiang, Esther Tan Su Wee, Sim Yan Hern Ryan et al.
Water Quality Monitoring Technologies
article

A Study of Scalable Mesh Algorithms for Large-scale Aquaculture using LoRa

Muhamed Fauzi Bin Abbas, Lim Kei Yiang, Esther Tan Su Wee, Sim Yan Hern Ryan, Lau Jun Xiang, Samantha Lee Qiao Yu
article en

Abstract

COVID-19 significantly impacted the fishing industries, affecting fish supply, demand, distribution, labour and production. The aquaculture industry needs to monitor water quality manually, which is time-consuming and costly. This paper explores mesh algorithms such as DSDV (Destination Sequenced Distance Vector) and AODV (Ad-hoc On-Demand Distance Vector Routing) on IoT for remote monitoring of aquaculture farms. Comparisons of routing algorithms analysis were made regarding reliability and power consumption. The AODV mesh algorithm on LoRa has demonstrated better network efficiencies and lower power capabilities for long-range data gathering across large areas during daily operations.

Vol. 02
Singapore Institute of Technology (SG)
Openalex Percentile: Top 85%
Water Quality Monitoring Technologies
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