Scientific reports
QPSODRL: an improved quantum particle swarm optimization and deep reinforcement learning based intelligent clustering and routing protocol for wireless sensor networks.
Liu Guangjie
Published: 202610.1038/s41598-026-35365-0
Abstract
In wireless sensor networks (WSNs), energy-efficient clustering and adaptive routing are key to extending network lifetime and ensuring reliable communication under dynamic conditions. Although numerous metaheuristic- and learning-based schemes have…
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