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This model addresses key HAR challenges such as real-time processing and resource constraints by integrating lightweight architecture and optimized GRU configurations, ensuring reduced computational ...

Deep learning has advanced consumer electronics, particularly in predictive maintenance and resource optimization. Within the consumer internet of vehicles (CIoV) framework, these advancements have ...