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AI-Driven Energy-Efficient Data Aggregation and Routing Protocol Modeling to Maximize Network Lifetime in Wireless Sensor Networks

The research work presents an artificial intelligence-driven, energy-aware data aggregation and routing protocol for wireless sensor networks (WSNs) with the primary objective of extending overall network lifetime. The proposed scheme leverages reinforcement learning in conjunction with deep Q-netwo...

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Principais autores: R. Arun Chakravarthy, C. Sureshkumar, M. Arun, M. Bhuvaneswari
פורמט: Artigo
שפה:Inglês
יצא לאור: MDPI AG 2025-09-01
סדרה:NDT - Journal of Non-Destructive Testing
נושאים:
wireless sensor networks (WSN)
energy efficiency
data aggregation
routing protocol
cluster head selection
network lifetime
גישה מקוונת:https://www.mdpi.com/2813-477X/3/4/22
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