Lie Commutator Based Energy Efficient Data Gathering Protocol in WSN for Industrial Automation
Recent advancements in industrial automation require a dynamic, heterogeneous and fault-tolerant environment established with electro-mechanical and embedded systems. Wireless Sensor Networks (WSNs) helps to form a device network and enable connections to share and store information. Sensor nodes in...
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Veröffentlicht in: | SN computer science 2024-10, Vol.5 (7), p.964, Article 964 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Recent advancements in industrial automation require a dynamic, heterogeneous and fault-tolerant environment established with electro-mechanical and embedded systems. Wireless Sensor Networks (WSNs) helps to form a device network and enable connections to share and store information. Sensor nodes in WSNs are battery-operated, which depletes energy during data transmission, so energy is the major constraint for prolonging the lifetime of the WSN in the industry. This paper introduces a Lie commutator-based Routing (LCR) protocol for energy-efficient data transmission. Initially, LCR clusters the network using K-Medoids with optimum
K
value and chooses the Cluster Head (CH) based on three parameters: distance to base station (BS), distance to the cluster center and remnant energy. Finally, in the routing phase, Lie algebra of upper triangular matrix is exploited for inter-cluster communication to reach the BS. The simulation results indicate the proposed approach prevails over the other protocols in both homogeneous and heterogeneous network. |
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ISSN: | 2661-8907 2662-995X 2661-8907 |
DOI: | 10.1007/s42979-024-03301-6 |