Gait measurement system using laser range finder

Mayumi Ozawa, Ayanori Yorozu, Tetsuya Matsumura, Masaki Takahashi

Research output: Contribution to journalArticle

2 Citations (Scopus)

Abstract

With our society rapidly aging, it is worried that the burden on families who have members in need of nursing care increase. The elderly people sometimes have come to require nursing care caused by falling. To reduce the risk of fallings in elderly, gait training is conducted in community health activities. In order to evaluate the effect of gait training, the measurement system of gait performance is performed. With conventional gait measurement systems using a force plate or a 3-dimensional motion measuring device, it is difficult to introduce in community health activities because of its scale and cost. Therefore, a gait measurement system with easy to use and low cost is needed. In this study, a gait measurement system using a laser range finder (LRF) is proposed. In the proposed system, legs of the subject are detected based on pattern recognition for the range data of LRF. Then, the system obtains the human motions in the horizontal plane and extracts the particular kinematic parameters during walking. To verify the validity of the extracted parameters, the proposed system was applied to the walking test. The subjects walk on the predesignated targets in a verification test. From the results, it was confirmed that the proposed system can measure foot contact time, position and velocity of both legs with accuracy.

Original languageEnglish
Pages (from-to)1550-1560
Number of pages11
JournalNihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C
Volume79
Issue number801
DOIs
Publication statusPublished - 2013
Externally publishedYes

Fingerprint

Range finders
Nursing
Lasers
Health
Pattern recognition
Costs
Kinematics
Aging of materials

Keywords

  • Gait measurement
  • Kalman filter
  • Laser range finder

ASJC Scopus subject areas

  • Mechanical Engineering
  • Mechanics of Materials
  • Industrial and Manufacturing Engineering

Cite this

Gait measurement system using laser range finder. / Ozawa, Mayumi; Yorozu, Ayanori; Matsumura, Tetsuya; Takahashi, Masaki.

In: Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C, Vol. 79, No. 801, 2013, p. 1550-1560.

Research output: Contribution to journalArticle

@article{d775aeba0c7f406e81238938ee20e9b4,
title = "Gait measurement system using laser range finder",
abstract = "With our society rapidly aging, it is worried that the burden on families who have members in need of nursing care increase. The elderly people sometimes have come to require nursing care caused by falling. To reduce the risk of fallings in elderly, gait training is conducted in community health activities. In order to evaluate the effect of gait training, the measurement system of gait performance is performed. With conventional gait measurement systems using a force plate or a 3-dimensional motion measuring device, it is difficult to introduce in community health activities because of its scale and cost. Therefore, a gait measurement system with easy to use and low cost is needed. In this study, a gait measurement system using a laser range finder (LRF) is proposed. In the proposed system, legs of the subject are detected based on pattern recognition for the range data of LRF. Then, the system obtains the human motions in the horizontal plane and extracts the particular kinematic parameters during walking. To verify the validity of the extracted parameters, the proposed system was applied to the walking test. The subjects walk on the predesignated targets in a verification test. From the results, it was confirmed that the proposed system can measure foot contact time, position and velocity of both legs with accuracy.",
keywords = "Gait measurement, Kalman filter, Laser range finder",
author = "Mayumi Ozawa and Ayanori Yorozu and Tetsuya Matsumura and Masaki Takahashi",
year = "2013",
doi = "10.1299/kikaic.79.1550",
language = "English",
volume = "79",
pages = "1550--1560",
journal = "Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C",
issn = "0387-5024",
publisher = "Japan Society of Mechanical Engineers",
number = "801",

}

TY - JOUR

T1 - Gait measurement system using laser range finder

AU - Ozawa, Mayumi

AU - Yorozu, Ayanori

AU - Matsumura, Tetsuya

AU - Takahashi, Masaki

PY - 2013

Y1 - 2013

N2 - With our society rapidly aging, it is worried that the burden on families who have members in need of nursing care increase. The elderly people sometimes have come to require nursing care caused by falling. To reduce the risk of fallings in elderly, gait training is conducted in community health activities. In order to evaluate the effect of gait training, the measurement system of gait performance is performed. With conventional gait measurement systems using a force plate or a 3-dimensional motion measuring device, it is difficult to introduce in community health activities because of its scale and cost. Therefore, a gait measurement system with easy to use and low cost is needed. In this study, a gait measurement system using a laser range finder (LRF) is proposed. In the proposed system, legs of the subject are detected based on pattern recognition for the range data of LRF. Then, the system obtains the human motions in the horizontal plane and extracts the particular kinematic parameters during walking. To verify the validity of the extracted parameters, the proposed system was applied to the walking test. The subjects walk on the predesignated targets in a verification test. From the results, it was confirmed that the proposed system can measure foot contact time, position and velocity of both legs with accuracy.

AB - With our society rapidly aging, it is worried that the burden on families who have members in need of nursing care increase. The elderly people sometimes have come to require nursing care caused by falling. To reduce the risk of fallings in elderly, gait training is conducted in community health activities. In order to evaluate the effect of gait training, the measurement system of gait performance is performed. With conventional gait measurement systems using a force plate or a 3-dimensional motion measuring device, it is difficult to introduce in community health activities because of its scale and cost. Therefore, a gait measurement system with easy to use and low cost is needed. In this study, a gait measurement system using a laser range finder (LRF) is proposed. In the proposed system, legs of the subject are detected based on pattern recognition for the range data of LRF. Then, the system obtains the human motions in the horizontal plane and extracts the particular kinematic parameters during walking. To verify the validity of the extracted parameters, the proposed system was applied to the walking test. The subjects walk on the predesignated targets in a verification test. From the results, it was confirmed that the proposed system can measure foot contact time, position and velocity of both legs with accuracy.

KW - Gait measurement

KW - Kalman filter

KW - Laser range finder

UR - http://www.scopus.com/inward/record.url?scp=84879964979&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=84879964979&partnerID=8YFLogxK

U2 - 10.1299/kikaic.79.1550

DO - 10.1299/kikaic.79.1550

M3 - Article

AN - SCOPUS:84879964979

VL - 79

SP - 1550

EP - 1560

JO - Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C

JF - Nihon Kikai Gakkai Ronbunshu, C Hen/Transactions of the Japan Society of Mechanical Engineers, Part C

SN - 0387-5024

IS - 801

ER -