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Authors: Carolin Zschippig ; Carsten Rachuy and Kerstin Schill

Affiliation: University of Bremen, Germany

ISBN: 978-989-8425-88-1

Keyword(s): Adaptive computing, ANFIS, System identification, Model Identification Adaptive Controllers (MIAC), Ambient assisted living, Biofeedback, Galvanic skin resistance, Adaptive software.

Related Ontology Subjects/Areas/Topics: Affective Computing ; Artificial Intelligence ; Biomedical Engineering ; Business Analytics ; Data Engineering ; Data Mining ; Databases and Information Systems Integration ; Datamining ; Enterprise Information Systems ; Health Information Systems ; Pattern Recognition and Machine Learning ; Practice-based Research Methods for Healthcare IT ; Sensor Networks ; Signal Processing ; Soft Computing ; Telemedicine

Abstract: We explore the potential of model identification adaptive controllers (MIAC) within a biofeedback system. Through the application of an adaptive control algorithm, the system performance could be optimised with respect to time. In a series of experiments the galvanic skin resistance of test subjects playing a computer game was recorded. On this data, a system identification was performed, utilising an Adaptive-Network-based Fuzzy Inference System (ANFIS). The results serve as a basis for the development of the adaption laws of the MIAC and allow conclusions about suitable controllers.

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Paper citation in several formats:
Zschippig C., Rachuy C. and Schill K. (2012). OPTIMISING CONTROL ALGORITHMS IN BIOFEEDBACK-SYSTEMS - First Steps Towards Model Identification Adaptive Controllers.In Proceedings of the International Conference on Health Informatics - Volume 1: HEALTHINF, (BIOSTEC 2012) ISBN 978-989-8425-88-1, pages 207-212. DOI: 10.5220/0003771702070212

@conference{healthinf12,
author={Carolin Zschippig and Carsten Rachuy and Kerstin Schill},
title={OPTIMISING CONTROL ALGORITHMS IN BIOFEEDBACK-SYSTEMS - First Steps Towards Model Identification Adaptive Controllers},
booktitle={Proceedings of the International Conference on Health Informatics - Volume 1: HEALTHINF, (BIOSTEC 2012)},
year={2012},
pages={207-212},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003771702070212},
isbn={978-989-8425-88-1},
}

TY - CONF

JO - Proceedings of the International Conference on Health Informatics - Volume 1: HEALTHINF, (BIOSTEC 2012)
TI - OPTIMISING CONTROL ALGORITHMS IN BIOFEEDBACK-SYSTEMS - First Steps Towards Model Identification Adaptive Controllers
SN - 978-989-8425-88-1
AU - Zschippig C.
AU - Rachuy C.
AU - Schill K.
PY - 2012
SP - 207
EP - 212
DO - 10.5220/0003771702070212

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