A Lightweight Mobile Temporal Convolution Network for Multi-Location Human Activity Recognition based on Wi-Fi

2021 IEEE/CIC International Conference on Communications in China (ICCC Workshops)(2021)

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摘要
Wi-Fi-based human activity recognition has been widely adopted in the field of the Internet of Things. Although recent works have made great progress for human activity recognition at multiple locations, most of them rely on high-resolution data, adequate training samples and large-scale networks to model human activities, which ignores serial floating-point operations on CPU-driven devices and me...
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关键词
Training,Costs,Convolution,Memory management,Activity recognition,Logic gates,Feature extraction
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