Availability: Mobile gait analysis: from prototype towards clinical grade wearable

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Bibliographic Details
Title:	Mobile gait analysis: from prototype towards clinical grade wearable
Additional Title:	Mobile Ganganalyse: Vom Prototyp in Richtung klinisch anwendbarer Systeme
From:	Julius Hannink
Person:	Hannink, Julius 1988- Verfasser aut
Main Author:	Hannink, Julius 1988- (Author)
Format:	Thesis Book
Language:	English
Published:	Erlangen FAU University Press 2019
Series:	FAU Studien aus der Informatik Band 6
Subjects:	Wearable Computer Fuß Deep Learning Objektverfolgung Schritt > Gangart Beschleunigungssensor Parkinson-Krankheit Ganganalyse Mobile Datenerfassung Parameterschätzung Bewegungsstörung Maschinelles Lernen Parkinsonismus mobile gait analysis human gait spatio-temporal stride parameters Parkinson's disease inertial sensors dynamic postural control regression Gait disorders / (DLC)sh85077991 / http://id.loc.gov/authorities/subjects/sh85077991 Learning / (DLC)sh85075520 / http://id.loc.gov/authorities/subjects/sh85075520 Foot / (DLC)sh85050352 / http://id.loc.gov/authorities/subjects/sh85050352 Motion / (DLC)sh85087557 / http://id.loc.gov/authorities/subjects/sh85087557 Hochschulschrift
Online Access:	https://open.fau.de/handle/openfau/10762 https://nbn-resolving.org/urn:nbn:de:bvb:29-opus4-107620 http://d-nb.info/1182682634/34 https://doi.org/10.25593/978-3-96147-173-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030938253&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Physical Description:	10 ungezählte, 227 Seiten Illustrationen, Diagramme 21 cm x 14.8 cm, 449 g
ISBN:	9783961471720 396147172X
DOI:	10.25593/978-3-96147-173-7

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653		0	\|a Foot / (DLC)sh85050352 / http://id.loc.gov/authorities/subjects/sh85050352
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653		0	\|a Foot / (DLC)sh85050352 / http://id.loc.gov/authorities/subjects/sh85050352
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adam_text	CONTENTS 1 INTRODUCTION 1 1.1 MOTIVATION . 2 1.2 AIMS & CONTRIBUTIONS OF THIS THESIS . 7 1.3 STRUCTURE OF THIS THESIS . 10 2 CLINICAL & TECHNICAL BACKGROUND 13 2.1 HEALTHY & PATHOLOGICAL FUNCTION OF HUMAN GAIT. . . 14 2.2 OBJECTIVE ASSESSMENT OF HUMAN MOTION . 21 2.3 RELATED WORK . 30 3 MOBILE GAIT ANALYSIS FUNDAMENTALS 43 3.1 SYSTEM OVERVIEW . 44 3.2 AVAILABLE DATA . 52 4 BENCHMARKING FOOT TRAJECTORY ESTIMATION 61 4.1 INTRODUCTION . 62 4.2 METHODS . 65 4.3 EXPERIMENTS . 76 4.4 RESULTS . 79 4.5 DISCUSSION . 84 4.6 CONCLUSION . 87 5 INERTIAL SURROGATES FOR GROUND REACTION FORCES 89 5.1 INTRODUCTION . 90 5.2 METHODS . 94 5.3 EXPERIMENTS . 95 5.4 RESULTS . 98 5.5 DISCUSSION . 101 5.6 CONCLUSION . 104 6 STRIDE LENGTH ESTIMATION WITHOUT ZVAS 107 6.1 INTRODUCTION . 108 6.2 METHODS . 114 6.3 EXPERIMENTS . 119 6.4 RESULTS . 123 6.5 DISCUSSION . 131 6.6 CONCLUSION . 136 7 DEEP LEARNING FOR STRIDE PARAMETER ESTIMATION 139 7.1 INTRODUCTION . 140 7.2 METHODS . 142 7.3 EXPERIMENTS . 147 7.4 RESULTS . 151 7.5 DISCUSSION . 154 7.6 CONCLUSION . 161 8 SUMMARY, DISCUSSION & OUTLOOK 163 8.1 SUMMARY AND DISCUSSION OF CONTRIBUTIONS . 164 8.2 OUTLOOK . 172 A IMPLEMENTATIONAL DETAILS 177 B EFFICIENT HANDLING OF 3D ROTATIONS 181 C DATASET STATISTICS 185 TERMINOLOGY 187 LIST OF ABBREVIATIONS 191 ABOUT THE AUTHOR 193 LIST OF PUBLICATIONS 195 BIBLIOGRAPHY 201
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author	Hannink, Julius 1988-
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doi_str_mv	10.25593/978-3-96147-173-7
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genre	(DE-588)4113937-9 Hochschulschrift gnd-content
genre_facet	Hochschulschrift
id	DE-604.BV045554347
illustrated	Illustrated
indexdate	2025-02-13T07:00:24Z
institution	BVB
institution_GND	(DE-588)1068111240
isbn	9783961471720 396147172X
language	English
oai_aleph_id	oai:aleph.bib-bvb.de:BVB01-030938253
oclc_num	1097671827
open_access_boolean	1
owner	DE-29 DE-384 DE-473 DE-BY-UBG DE-703 DE-1051 DE-824 DE-12 DE-91 DE-BY-TUM DE-19 DE-BY-UBM DE-1049 DE-92 DE-739 DE-898 DE-BY-UBR DE-355 DE-BY-UBR DE-706 DE-20 DE-1102 DE-860 DE-2174 DE-29T
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physical	10 ungezählte, 227 Seiten Illustrationen, Diagramme 21 cm x 14.8 cm, 449 g
psigel	ebook
publishDate	2019
publishDateSearch	2019
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publisher	FAU University Press
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series	FAU Studien aus der Informatik
series2	FAU Studien aus der Informatik
spellingShingle	Hannink, Julius 1988- Mobile gait analysis: from prototype towards clinical grade wearable FAU Studien aus der Informatik Wearable Computer (DE-588)4760857-2 gnd Fuß (DE-588)4018967-3 gnd Deep Learning (DE-588)1135597375 gnd Objektverfolgung (DE-588)4311226-2 gnd Schritt Gangart (DE-588)7514908-4 gnd Beschleunigungssensor (DE-588)4144872-8 gnd Parkinson-Krankheit (DE-588)4044683-9 gnd Ganganalyse (DE-588)1107448530 gnd Mobile Datenerfassung (DE-588)4170278-5 gnd Parameterschätzung (DE-588)4044614-1 gnd
subject_GND	(DE-588)4760857-2 (DE-588)4018967-3 (DE-588)1135597375 (DE-588)4311226-2 (DE-588)7514908-4 (DE-588)4144872-8 (DE-588)4044683-9 (DE-588)1107448530 (DE-588)4170278-5 (DE-588)4044614-1 (DE-588)4113937-9
title	Mobile gait analysis: from prototype towards clinical grade wearable
title_alt	Mobile Ganganalyse: Vom Prototyp in Richtung klinisch anwendbarer Systeme
title_auth	Mobile gait analysis: from prototype towards clinical grade wearable
title_exact_search	Mobile gait analysis: from prototype towards clinical grade wearable
title_full	Mobile gait analysis: from prototype towards clinical grade wearable Julius Hannink
title_fullStr	Mobile gait analysis: from prototype towards clinical grade wearable Julius Hannink
title_full_unstemmed	Mobile gait analysis: from prototype towards clinical grade wearable Julius Hannink
title_short	Mobile gait analysis: from prototype towards clinical grade wearable
title_sort	mobile gait analysis from prototype towards clinical grade wearable
topic	Wearable Computer (DE-588)4760857-2 gnd Fuß (DE-588)4018967-3 gnd Deep Learning (DE-588)1135597375 gnd Objektverfolgung (DE-588)4311226-2 gnd Schritt Gangart (DE-588)7514908-4 gnd Beschleunigungssensor (DE-588)4144872-8 gnd Parkinson-Krankheit (DE-588)4044683-9 gnd Ganganalyse (DE-588)1107448530 gnd Mobile Datenerfassung (DE-588)4170278-5 gnd Parameterschätzung (DE-588)4044614-1 gnd
topic_facet	Wearable Computer Fuß Deep Learning Objektverfolgung Schritt Gangart Beschleunigungssensor Parkinson-Krankheit Ganganalyse Mobile Datenerfassung Parameterschätzung Hochschulschrift
url	https://open.fau.de/handle/openfau/10762 https://nbn-resolving.org/urn:nbn:de:bvb:29-opus4-107620 http://d-nb.info/1182682634/34 https://doi.org/10.25593/978-3-96147-173-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=030938253&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV043902000
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