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Author

Satheeshkumar Palanisamy

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#reinforcement learning Open access Oct 2026

Adaptive intelligent resource optimization in wireless sensor networks using reinforcement learning and compressive sensing

Abstract In response to the energy and memory limitations of WSNs, this research work introduces a new approach: EMPIRE-CS (Energy and Memory-optimized Performance with Iterative Reinforcement and Compressive Sensing). It is a hybrid approach combining compressive sensing with reinforcement learning and game-theoretic...

S. Balamurali, Satheeshkumar Palanisamy, N. Sathishkumar et al. · 0 citations
#reinforcement learning Open access Sep 2026

Source Code for Adaptive Intelligent Resource Optimization in Wireless Sensor Networks Using Reinforcement Learning and Compressive Sensing

This repository contains the source code and computational implementation associated with the manuscript “Adaptive Intelligent Resource Optimization in Wireless Sensor Networks Using Reinforcement Learning and Compressive Sensing” submitted to Scientific Reports. The repository includes the proposed algorithm, preproce...

Balamurali S, Satheeshkumar Palanisamy, Sathishkumar N et al. · 0 citations
#reinforcement learning Open access Sep 2026

Source Code for Adaptive Intelligent Resource Optimization in Wireless Sensor Networks Using Reinforcement Learning and Compressive Sensing

This repository contains the source code and computational implementation associated with the manuscript “Adaptive Intelligent Resource Optimization in Wireless Sensor Networks Using Reinforcement Learning and Compressive Sensing” submitted to Scientific Reports. The repository includes the proposed algorithm, preproce...

Balamurali S, Satheeshkumar Palanisamy, Sathishkumar N et al. · 0 citations

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