Assessing standing balance using MIMO-closed Loop System Identification Techniques

Jantsje H. Pasma; Denise Engelhart; Andrea B. Maier; Carel G M Meskers; Ronald G K M Aarts; Alfred C. Schouten; Herman van der Kooij

doi:10.1016/j.ifacol.2015.12.325

Assessing standing balance using MIMO-closed Loop System Identification Techniques

Jantsje H. Pasma, Denise Engelhart, Andrea B. Maier, Carel G M Meskers, Ronald G K M Aarts, Alfred C. Schouten, Herman van der Kooij

Biomechatronics & Human-Machine Control

Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

4 Citations (Scopus)

Abstract

Human standing balance is a complex of systems, like the muscles, nervous system and sensory systems, interacting with each other in a closed loop to maintain upright stance. With age, disease and medication use these systems deteriorate, which could result in impaired balance. In this paper, it is demonstrated that multi-input-multi-output closed loop system identification techniques (MIMO-CLSIT) can be used to assess the underlying systems involved in standing balance and guide possible therapeutic options. In this study, mechanical and sensory perturbations were combined and applied simultaneously using a Balance test Room. The results demonstrate the value of MIMO-CLSIT to assess the underlying systems involved in standing balance and therefore to improve diagnosis of impaired standing balance.

Original language	English
Title of host publication	IFAC-PapersOnline
Editors	Y Zhao
Publisher	Elsevier
Pages	1381-1385
Volume	48 - 28
DOIs	https://doi.org/10.1016/j.ifacol.2015.12.325
Publication status	Published - 2015
Event	17th IFAC Symposium on System Identification - Beijing, China Duration: 19 Oct 2015 → 21 Oct 2015

Conference

Conference	17th IFAC Symposium on System Identification
Abbreviated title	SYSID 2015
Country/Territory	China
City	Beijing
Period	19/10/15 → 21/10/15

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Closed-loops
Diagnosis
MIMO
Perturbation
System identification

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10.1016/j.ifacol.2015.12.325

Cite this

@inproceedings{6aad945785fc475d80f24586fc521383,

title = "Assessing standing balance using MIMO-closed Loop System Identification Techniques",

abstract = "Human standing balance is a complex of systems, like the muscles, nervous system and sensory systems, interacting with each other in a closed loop to maintain upright stance. With age, disease and medication use these systems deteriorate, which could result in impaired balance. In this paper, it is demonstrated that multi-input-multi-output closed loop system identification techniques (MIMO-CLSIT) can be used to assess the underlying systems involved in standing balance and guide possible therapeutic options. In this study, mechanical and sensory perturbations were combined and applied simultaneously using a Balance test Room. The results demonstrate the value of MIMO-CLSIT to assess the underlying systems involved in standing balance and therefore to improve diagnosis of impaired standing balance.",

keywords = "Closed-loops, Diagnosis, MIMO, Perturbation, System identification",

author = "Pasma, \{Jantsje H.\} and Denise Engelhart and Maier, \{Andrea B.\} and Meskers, \{Carel G M\} and Aarts, \{Ronald G K M\} and Schouten, \{Alfred C.\} and Kooij, \{Herman van der\}",

year = "2015",

doi = "10.1016/j.ifacol.2015.12.325",

language = "English",

volume = "48 - 28",

pages = "1381--1385",

editor = "Zhao, \{Y \}",

booktitle = "IFAC-PapersOnline",

publisher = "Elsevier",

note = "17th IFAC Symposium on System Identification, SYSID 2015 ; Conference date: 19-10-2015 Through 21-10-2015",

}

Pasma, JH, Engelhart, D, Maier, AB, Meskers, CGM, Aarts, RGKM, Schouten, AC & Kooij, HVD 2015, Assessing standing balance using MIMO-closed Loop System Identification Techniques. in Y Zhao (ed.), IFAC-PapersOnline. vol. 48 - 28, Elsevier, pp. 1381-1385, 17th IFAC Symposium on System Identification, Beijing, China, 19/10/15. https://doi.org/10.1016/j.ifacol.2015.12.325

TY - GEN

T1 - Assessing standing balance using MIMO-closed Loop System Identification Techniques

AU - Pasma, Jantsje H.

AU - Engelhart, Denise

AU - Maier, Andrea B.

AU - Meskers, Carel G M

AU - Aarts, Ronald G K M

AU - Schouten, Alfred C.

AU - Kooij, Herman van der

PY - 2015

Y1 - 2015

N2 - Human standing balance is a complex of systems, like the muscles, nervous system and sensory systems, interacting with each other in a closed loop to maintain upright stance. With age, disease and medication use these systems deteriorate, which could result in impaired balance. In this paper, it is demonstrated that multi-input-multi-output closed loop system identification techniques (MIMO-CLSIT) can be used to assess the underlying systems involved in standing balance and guide possible therapeutic options. In this study, mechanical and sensory perturbations were combined and applied simultaneously using a Balance test Room. The results demonstrate the value of MIMO-CLSIT to assess the underlying systems involved in standing balance and therefore to improve diagnosis of impaired standing balance.

AB - Human standing balance is a complex of systems, like the muscles, nervous system and sensory systems, interacting with each other in a closed loop to maintain upright stance. With age, disease and medication use these systems deteriorate, which could result in impaired balance. In this paper, it is demonstrated that multi-input-multi-output closed loop system identification techniques (MIMO-CLSIT) can be used to assess the underlying systems involved in standing balance and guide possible therapeutic options. In this study, mechanical and sensory perturbations were combined and applied simultaneously using a Balance test Room. The results demonstrate the value of MIMO-CLSIT to assess the underlying systems involved in standing balance and therefore to improve diagnosis of impaired standing balance.

KW - Closed-loops

KW - Diagnosis

KW - MIMO

KW - Perturbation

KW - System identification

UR - https://www.scopus.com/pages/publications/84988473833

U2 - 10.1016/j.ifacol.2015.12.325

DO - 10.1016/j.ifacol.2015.12.325

M3 - Conference contribution

AN - SCOPUS:84988473833

VL - 48 - 28

SP - 1381

EP - 1385

BT - IFAC-PapersOnline

A2 - Zhao, Y

PB - Elsevier

T2 - 17th IFAC Symposium on System Identification

Y2 - 19 October 2015 through 21 October 2015

ER -

Assessing standing balance using MIMO-closed Loop System Identification Techniques

Abstract

Conference

UN SDGs

Keywords

Access to Document

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