Live Demonstration: Bioimpedance-Based Interaction for Virtual Reality

This work presents a novel interaction method using bioimpedance (Bio-Z) to enhance virtual reality (VR) experience. The platform consists of two electrode bands (with 4 and 5 electrodes), a high-performance bioimpedance measurement system, a recurrent neural network deployed on a laptop and a VR headset. The system captures the Bio-Z features from muscle contraction and bone movement in the wrist and upper arm. After training, the regression model can predict hand grasp angle and forearm motion in both horizontal and vertical directions. This system can be used as a VR human-computer interaction (HCI) peripheral. Visitors will experience VR games using this demonstration platform.

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Publication Details

Published
2025-05-25
DOI
https://doi.org/10.1109/iscas56072.2025.11043797
Primary Topic
Tactile and Sensory Interactions
Type
article
Field-Weighted Citation Impact
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Live Demonstration: Bioimpedance-Based Interaction for Virtual Reality

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Tactile and Sensory Interactions
article

Live Demonstration: Bioimpedance-Based Interaction for Virtual Reality

Andreas Demosthenous, Yaohua Zhang, Dai Jiang, Richard Bayford, Tianyang Yao, Yu Wu
article en

Abstract

This work presents a novel interaction method using bioimpedance (Bio-Z) to enhance virtual reality (VR) experience. The platform consists of two electrode bands (with 4 and 5 electrodes), a high-performance bioimpedance measurement system, a recurrent neural network deployed on a laptop and a VR headset. The system captures the Bio-Z features from muscle contraction and bone movement in the wrist and upper arm. After training, the regression model can predict hand grasp angle and forearm motion in both horizontal and vertical directions. This system can be used as a VR human-computer interaction (HCI) peripheral. Visitors will experience VR games using this demonstration platform.

University College London (GB), Middlesex University London (GB)
Openalex Percentile: Top 86%
Tactile and Sensory Interactions
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