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Author

Jing-nan Liu

2 papers indexed here

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Open access Sep 2026

Adaptive Convolutional Neural Network-Enhanced Scale-Fusion Network for Human Activity Recognition Using Wearable Sensors

Deep learning has achieved notable success in sensor-based human activity recognition (SHAR), yet wearable inertial signals contain activity patterns at different temporal scales while practical deployment imposes strict computational constraints. This paper proposes a three-stage Adaptive CNN-Enhanced Scale-fusion Net...

Dong-Peng Xie, Pei-Hui Yan, Yi-Fei Li et al. · 0 citations
Open access Jul 2026

A preliminary exploration of the differences and conjunction of traditional and brain-inspired navigation

Developing universal positioning, navigation, and timing (PNT) remains an enduring pursuit. Today’s complex environments call for PNT systems that are more resilient, energy-efficient, and cognitively capable as human beings. As a conceptual and preliminary exploration, this paper tentatively explores how unmanned syst...

Xu He, Xiangdong An, Xiao-Lin Meng et al. · 0 citations

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