Enhancing Reliability and Energy Efficiency for Industrial IoT Using IRSA-PSO

초록

This paper introduces an Irregular Repetition Slotted ALOHA (IRSA) with Particle Swarm Optimization (PSO) approach for improving energy efficiency in Industrial Internet of Things (IIoT) networks. The proposed approach combines the simplicity and scalability of IRSA with the optimization capabilities of PSO to enhance network performance. By optimizing the repetition patterns and slot allocations, the IRSA-PSO approach minimizes collisions and improves the overall system efficiency. Through extensive simulations, we demonstrate that the proposed approach outperforms existing protocols in terms of achieving the desired error rate while reducing energy consumption. This contribution addresses the challenges of error rate and energy efficiency in IIoT networks, providing a valuable framework for designing efficient and reliable communication protocols in IIoT applications.

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