Gait analysis on daily data using IMUs in smart phones, watch and earbuds

This study introduced a system for daily-life gait analysis using consumer-grade IMU-equipped devices. The algorithm is capable of handling data containing multiple gait types, achieving reliable segmentation and grouping of synchronous gaits. Future work will focus on enhancing algorithm adaptability to dynamic environments and expanding its applicability to larger and more diverse datasets.

Authors

Institutions

Publication Details

Journal
Gait & Posture
Published
2025-09-23
DOI
https://doi.org/10.1016/j.gaitpost.2025.09.003
Primary Topic
Gait Recognition and Analysis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Gait analysis on daily data using IMUs in smart phones, watch and earbuds

Yuta Sugiura, Zhuoli Wang
Gait & Posture
Gait Recognition and Analysis
article

Gait analysis on daily data using IMUs in smart phones, watch and earbuds

Yuta Sugiura, Zhuoli Wang
article en

Abstract

This study introduced a system for daily-life gait analysis using consumer-grade IMU-equipped devices. The algorithm is capable of handling data containing multiple gait types, achieving reliable segmentation and grouping of synchronous gaits. Future work will focus on enhancing algorithm adaptability to dynamic environments and expanding its applicability to larger and more diverse datasets.

Gait & PostureVol. 123
Keio University (JP)
Openalex Percentile: Top 75%
Gait Recognition and Analysis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Gait analysis on daily data using IMUs in smart phones, watch and earbuds — Yuta Sugiura, Zhuoli Wang · Gait & Posture (2025) | TGRS Research Map | TGRS