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A Unified Approach for Real-Time Human Activity Recognition in Wearable Devices Using Attention-Gated Spatiotemporal Fusion Networks and Optimized Sensor Data Processing

2025-09-19

Abstract excerpt

<title>Abstract</title> <p>The advent of wearable sensor technologies has transformed sports science and personal health monitoring, but real-time Human Activity Recognition (HAR) remains a challenge, especially in dynamic environments. Existing approaches often struggle to adapt to rapid activity transitions, handle multimodal sensor noise, and optimize for computational efficiency on resource-constrained wearab...

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Literature Corpus work: 65e8e52b-4af5-5a5c-bc91-3811b74fd4b0
DOI: 10.21203/rs.3.rs-7401653/v1

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