An analysis of the centre of mass behavior during treadmill walking

Henryk Josiński; Adam Świtoński; Agnieszka Michalczuk; Konrad Wojciechowski; Jerzy Paweł Nowacki

doi:10.1007/978-3-319-54430-4_61

An analysis of the centre of mass behavior during treadmill walking

Henryk Josiński
, Adam Świtoński
, Agnieszka Michalczuk
, Konrad Wojciechowski
, Jerzy Paweł Nowacki

Department of Graphics, Computer Vision and Digital Systems (RAU/RAU6)

Polish-Japanese Academy of Information Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

Abstract

The authors present the preliminary results of the analysis of the centre of mass behavior during treadmill walking by means of the sample entropy which quantifies a regularity of a time series. The research is focused on the centre of mass trajectories in the mediolateral, anteroposterior and longitudinal axes recorded using the motion capture technique. From among several entropy measures the sample entropy was chosen for the purpose of assessment of the influence of both walking speed and ground inclination on a regularity in movements of the centre of mass. The results were compared with the sample entropy values for periodic, chaotic and stochastic signals.

Original language	English
Title of host publication	Intelligent Information and Database Systems - 9th Asian Conference, ACIIDS 2017, Proceedings
Editors	Satoshi Tojo, Le Minh Nguyen, Ngoc Thanh Nguyen, Bogdan Trawinski
Publisher	Springer Verlag
Pages	632-640
Number of pages	9
ISBN (Print)	9783319544298
DOIs	https://doi.org/10.1007/978-3-319-54430-4_61
Publication status	Published - 2017
Event	9th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2017 - Kanazawa, Japan Duration: 3 Apr 2017 → 5 Apr 2017

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10192 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	9th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2017
Country/Territory	Japan
City	Kanazawa
Period	3/04/17 → 5/04/17

Keywords

Centre of mass
Human motion analysis
Nonlinear time series analysis
Sample entropy

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-319-54430-4_61

Cite this

Josiński, H., Świtoński, A., Michalczuk, A., Wojciechowski, K., & Nowacki, J. P. (2017). An analysis of the centre of mass behavior during treadmill walking. In S. Tojo, L. M. Nguyen, N. T. Nguyen, & B. Trawinski (Eds.), Intelligent Information and Database Systems - 9th Asian Conference, ACIIDS 2017, Proceedings (pp. 632-640). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10192 LNAI). Springer Verlag. https://doi.org/10.1007/978-3-319-54430-4_61

Josiński, Henryk ; Świtoński, Adam ; Michalczuk, Agnieszka et al. / An analysis of the centre of mass behavior during treadmill walking. Intelligent Information and Database Systems - 9th Asian Conference, ACIIDS 2017, Proceedings. editor / Satoshi Tojo ; Le Minh Nguyen ; Ngoc Thanh Nguyen ; Bogdan Trawinski. Springer Verlag, 2017. pp. 632-640 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{55f30518c3184fb4b24880682d47f5e9,

title = "An analysis of the centre of mass behavior during treadmill walking",

abstract = "The authors present the preliminary results of the analysis of the centre of mass behavior during treadmill walking by means of the sample entropy which quantifies a regularity of a time series. The research is focused on the centre of mass trajectories in the mediolateral, anteroposterior and longitudinal axes recorded using the motion capture technique. From among several entropy measures the sample entropy was chosen for the purpose of assessment of the influence of both walking speed and ground inclination on a regularity in movements of the centre of mass. The results were compared with the sample entropy values for periodic, chaotic and stochastic signals.",

keywords = "Centre of mass, Human motion analysis, Nonlinear time series analysis, Sample entropy",

author = "Henryk Josi{\'n}ski and Adam {\'S}wito{\'n}ski and Agnieszka Michalczuk and Konrad Wojciechowski and Nowacki, \{Jerzy Pawe{\l}\}",

note = "Publisher Copyright: {\textcopyright} Springer International Publishing AG 2017.; 9th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2017 ; Conference date: 03-04-2017 Through 05-04-2017",

year = "2017",

doi = "10.1007/978-3-319-54430-4\_61",

language = "English",

isbn = "9783319544298",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "632--640",

editor = "Satoshi Tojo and Nguyen, \{Le Minh\} and Nguyen, \{Ngoc Thanh\} and Bogdan Trawinski",

booktitle = "Intelligent Information and Database Systems - 9th Asian Conference, ACIIDS 2017, Proceedings",

address = "Germany",

}

Josiński, H , Świtoński, A , Michalczuk, A, Wojciechowski, K & Nowacki, JP 2017, An analysis of the centre of mass behavior during treadmill walking. in S Tojo, LM Nguyen, NT Nguyen & B Trawinski (eds), Intelligent Information and Database Systems - 9th Asian Conference, ACIIDS 2017, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10192 LNAI, Springer Verlag, pp. 632-640, 9th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2017, Kanazawa, Japan, 3/04/17. https://doi.org/10.1007/978-3-319-54430-4_61

An analysis of the centre of mass behavior during treadmill walking. / Josiński, Henryk ; Świtoński, Adam ; Michalczuk, Agnieszka et al.
Intelligent Information and Database Systems - 9th Asian Conference, ACIIDS 2017, Proceedings. ed. / Satoshi Tojo; Le Minh Nguyen; Ngoc Thanh Nguyen; Bogdan Trawinski. Springer Verlag, 2017. p. 632-640 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10192 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - An analysis of the centre of mass behavior during treadmill walking

AU - Josiński, Henryk

AU - Świtoński, Adam

AU - Michalczuk, Agnieszka

AU - Wojciechowski, Konrad

AU - Nowacki, Jerzy Paweł

N1 - Publisher Copyright: © Springer International Publishing AG 2017.

PY - 2017

Y1 - 2017

N2 - The authors present the preliminary results of the analysis of the centre of mass behavior during treadmill walking by means of the sample entropy which quantifies a regularity of a time series. The research is focused on the centre of mass trajectories in the mediolateral, anteroposterior and longitudinal axes recorded using the motion capture technique. From among several entropy measures the sample entropy was chosen for the purpose of assessment of the influence of both walking speed and ground inclination on a regularity in movements of the centre of mass. The results were compared with the sample entropy values for periodic, chaotic and stochastic signals.

AB - The authors present the preliminary results of the analysis of the centre of mass behavior during treadmill walking by means of the sample entropy which quantifies a regularity of a time series. The research is focused on the centre of mass trajectories in the mediolateral, anteroposterior and longitudinal axes recorded using the motion capture technique. From among several entropy measures the sample entropy was chosen for the purpose of assessment of the influence of both walking speed and ground inclination on a regularity in movements of the centre of mass. The results were compared with the sample entropy values for periodic, chaotic and stochastic signals.

KW - Centre of mass

KW - Human motion analysis

KW - Nonlinear time series analysis

KW - Sample entropy

UR - https://www.scopus.com/pages/publications/85018505598

U2 - 10.1007/978-3-319-54430-4_61

DO - 10.1007/978-3-319-54430-4_61

M3 - Conference contribution

AN - SCOPUS:85018505598

SN - 9783319544298

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 632

EP - 640

BT - Intelligent Information and Database Systems - 9th Asian Conference, ACIIDS 2017, Proceedings

A2 - Tojo, Satoshi

A2 - Nguyen, Le Minh

A2 - Nguyen, Ngoc Thanh

A2 - Trawinski, Bogdan

PB - Springer Verlag

T2 - 9th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2017

Y2 - 3 April 2017 through 5 April 2017

ER -

Josiński H , Świtoński A , Michalczuk A, Wojciechowski K, Nowacki JP. An analysis of the centre of mass behavior during treadmill walking. In Tojo S, Nguyen LM, Nguyen NT, Trawinski B, editors, Intelligent Information and Database Systems - 9th Asian Conference, ACIIDS 2017, Proceedings. Springer Verlag. 2017. p. 632-640. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-54430-4_61

An analysis of the centre of mass behavior during treadmill walking

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this