Textile suit for anywhere full-body motion capture

Wearable technology has shown notable promise for tracking human motion, offering valuable insights for fields ranging from biomechanics to healthcare. Traditional motion capture systems, however, are often bulky and disruptive, making them impractical for daily use. Advances in textile-based sensing offer a promising alternative, enabling seamless integration of air- and sweat-permeable sensors into everyday clothing. Here, a sensorized textile suit designed for unobtrusive full-body motion capture is presented. The suit is capable of accurately tracking complex movements without interfering with routine activities. This wearable, using an individual-customized network of fabric-based sensors, autonomously identifies and monitors movement angles and patterns, providing insights into physical range, activity frequency, and exertion levels. Language models are shown to interpret motion data into descriptive language, enhancing its potential for real-world applications. This sensorized textile suit and corresponding algorithms represent a step forward in accessible, continuous movement monitoring in the form of everyday clothing, opening avenues for studying human behavior and health in natural environments.

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Publication Details

Journal
Science Advances
Published
2026-03-04
DOI
https://doi.org/10.1126/sciadv.aea2646
Primary Topic
Advanced Sensor and Energy Harvesting Materials
Type
article
Field-Weighted Citation Impact
0.00
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article

Textile suit for anywhere full-body motion capture

Pei-Chun Kao, Huanbo Sun, Yao Feng, Michael J. Black et al.
Science Advances
Advanced Sensor and Energy Harvesting Materials
article

Textile suit for anywhere full-body motion capture

Pei-Chun Kao, Huanbo Sun, Yao Feng, Michael J. Black, Rebecca Kramer-Bottiglio
article en

Abstract

Wearable technology has shown notable promise for tracking human motion, offering valuable insights for fields ranging from biomechanics to healthcare. Traditional motion capture systems, however, are often bulky and disruptive, making them impractical for daily use. Advances in textile-based sensing offer a promising alternative, enabling seamless integration of air- and sweat-permeable sensors into everyday clothing. Here, a sensorized textile suit designed for unobtrusive full-body motion capture is presented. The suit is capable of accurately tracking complex movements without interfering with routine activities. This wearable, using an individual-customized network of fabric-based sensors, autonomously identifies and monitors movement angles and patterns, providing insights into physical range, activity frequency, and exertion levels. Language models are shown to interpret motion data into descriptive language, enhancing its potential for real-world applications. This sensorized textile suit and corresponding algorithms represent a step forward in accessible, continuous movement monitoring in the form of everyday clothing, opening avenues for studying human behavior and health in natural environments.

Science AdvancesVol. 12(10)
University of Massachusetts Lowell (US), Peking University (CN), Yale University (US), ETH Zurich (CH), Max Planck Institute for Intelligent Systems (DE), Stanford University (US)
Openalex Percentile: Top 36%
Advanced Sensor and Energy Harvesting Materials
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