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Yang Xiao

3 papers indexed

openalexScientific Reports2026-07-26

Prediction of ground reaction force waveforms using consumer-grade wearable devices and a convolutional neural network

Yang Xiao, Li J, Haijun Dong

Estimating ground reaction forces (GRFs) with consumer-grade wearables could support accessible biomechanical monitoring outside laboratory settings. This study examined whether Apple Watch inertial measurement unit (IMU) signals could predict three-dimensional GRF waveforms duri…

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arxivcs.LG2026-07-12

LIDAR-AD: A Decoder-Free Latent-Interaction Dreamer with Action-Residual Chains for Autonomous Driving

Yongzhi Liu, Yang Xiao, Zhong Cao, Zeng Kang, Sunan Zhang, Zhaozhi Dong, et al.

Autonomous driving requires long-horizon closedloop decision making in dynamic traffic environments. Latent world models offer an effective framework for this problem by enabling imagination-based decision making in compact latent spaces. However, multi-source observations contai…

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arxivcs.RO2026-06-29

ActiveVital: Geometry-Aware Embodied Vital Signs Monitoring for Home Healthcare Robots

Yuxuan Hu, Shihao Li, Yang Xiao, Gen Li, Feng Xu, Jianfei Yang

Home robots require reliable vital signs monitoring to support long-term companionship and safety in daily environments, yet obtaining respiration and heart rate without physical contact remains challenging in unconstrained home settings. Millimeter-wave (mmWave) radar offers a p…

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