Model based event detection in motor related biosignals: new insights into human movement control
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
1996
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | München, Univ. d. Bundeswehr, Diss., 1996 |
| Beschreibung: | [10], 259 S. Ill,. graph. Darst. |
Internformat
MARC
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| 100 | 1 | |a Staude, Gerhard |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Model based event detection in motor related biosignals |b new insights into human movement control |c Gerhard Staude |
| 246 | 1 | 3 | |a Model based event detection in motor-related biosignals |
| 264 | 1 | |c 1996 | |
| 300 | |a [10], 259 S. |b Ill,. graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
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| 500 | |a München, Univ. d. Bundeswehr, Diss., 1996 | ||
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Datensatz im Suchindex
| _version_ | 1807594244404150272 |
|---|---|
| adam_text |
C
ONTENTS
1
INTRODUCTION
1
2
OBJECTIVE
RESPONSE
DETECTION
7
2.1
THE
APPROACH
TO
MENTAL
CHRONOMETRY
7
2.2
CONVENTIONAL
METHODS
FOR
EVENT
DETECTION
IN
MOTOR-RELATED
BIOSIGNALS
12
2.2.1
DETECTION
BY
VISUAL
INSPECTION
12
2.2.2
AUTOMATIC
ONSET
DETECTION
FROM
KINETIC
SIGNALS
13
2.2.3
AUTOMATIC
ONSET
DETECTION
FROM
SURFACE
EMG
SIGNALS
15
2.3
FUNDAMENTAL
ASPECTS
OF
AUTOMATIC
EVENT
DETECTION
16
2.3.1
GENERATION
OF
A
SINGLE
EVENT
17
2.3.2
BASIC
ELEMENTS
OF
COMPUTERIZED
EVENT
DETECTION
19
2.3.3
THE
TEST
WINDOW
SIZE
24
2.3.4
THE
TEST
FUNCTION
26
2.4
COMPUTERIZED
EVENT
DETECTION:
STATE
OF
THE
ART
28
2.4.1
UNSPECIFIC
NONPARAMETRIC
METHODS
28
2.4.2
PARAMETRIC
DETECTION
USING
LINEAR
ADAPTIVE
FILTERS
31
2.4.3
ESTIMATION
OF
THE
CHANGE
TIME
33
2.4.4
IMPROVING
THE
RELIABILITY
OF
ESTIMATES
35
2.5
DISCUSSION
36
3
EVENT
DETECTION
UNDER
THE
VIEWPOINT
OF
MATHEMATICAL
STATISTICS
39
3.1
PROCESS
MODELLING
USING
CONDITIONAL
DENSITY
DISTRIBUTIONS
39
3.2
THE
CONCEPT
OF
INNOVATIONS
42
3.3
OPTIMAL
TEST
FUNCTIONS
AND
DECISION
RULES
45
3.3.1
BASIC
STATISTICAL
TOOLS
45
3.3.2
ML
ESTIMATION
OF
THE
CHANGE
TIME
48
3.3.3
SEQUENTIAL
DETECTION
OF
ABRUPT
CHANGES
54
3.4
ELEMENTARY
ALGORITHMS
FOR
PARAMETRIC
CHANGE
DETECTION
57
3.4.1
THE
CUSUM
ALGORITHM
57
3.4.2
THE
GENERALIZED
LIKELIHOOD
RATIO
(GLR)
TEST
60
3.4.3
THE
APPROXIMATED
GENERALIZED
LIKELIHOOD
RATIO
(AGLR)
ALGORITHM
63
3-5
DISCUSSION
69
4
MODELLING
SINGLE-JOINT
MOVEMENT
72
4.1
BLACK-BOX-MODEL
APPROACH
TO
HUMAN
MOTOR
CONTROL
72
4.2
GENERATION
OF
VOLUNTARY
MOVEMENT
73
4.3
THE
SINGLE-JOINT
SYSTEM
75
4.4
THE
EQUILIBRIUM
POINT
HYPOTHESIS
79
4.4.1
THE
STATIC
CASE
80
4.4.2
INTRODUCING
MOVEMENT
DYNAMICS
82
4.4.3
CONTROL
OF
A
SINGLE
JOINT
83
4.4.4
EMERGENCE
OF
ELECTROMYOGRAPHIC
ACTIVITY
86
4.5
A
MODEL
OF
MUSCLE
FUNCTION
87
4.6
A
NEW
DYNAMIC
MODEL
FOR
SINGLE-JOINT
MOVEMENTS
90
4.7
DISCUSSION
94
5
SINGLE-MUSCLE
MOTOR
COORDINATION
96
5.1
MERGING
DIFFERENT
MOTOR
TASKS
96
5.2
THE
THRESHOLD-LINEAR
MODEL
OF
MOTOR
COORDINATION
98
5.3
CONTROL
PATTERNS
OF
VOLUNTARY
MOVEMENT
101
5.3.1
INITIATION
OF
RAPID
DISCRETE
MOTOR
RESPONSES
104
5.3.2
EFFECT
OF
A
SECONDARY
RHYTHMICAL
TASK
106
5.4
DISCUSSION
110
6
A
COMMON
SIGNAL
MODEL
FOR
MOTOR-RELATED
BIOSIGNALS
112
6.1
PHYSIOLOGICAL
ASPECTS
OF
SIGNAL
GENERATION
112
6.2
THE
BIOMECHANICAL
CHANNEL
116
6.3
INTRODUCING
VOLUNTARY
CONTROL
118
6.4
MODELLING
SURFACE
MYOELECTRIC
SIGNALS
121
6.5
MODELLING
KINETIC
SIGNALS
124
6.6
DISCUSSION
126
7
A
NEW
METHOD
FOR
EVENT
DETECTION
IN
MOTOR-RELATED
BIOSIGNALS
131
7.1
THE
PROCESS
MODEL
131
7.2
THE
ALGORITHM
134
7.3
SIGNAL
CONDITIONING
136
7.4
THE
ADAPTIVE
WHITENING
FILTER
137
7.4.1
OPTIMAL
PREDICTION
USING
A
KALMAN
FILTER
138
7.4.2
FITTING
AN
ADEQUATE
NULL-HYPOTHESIS
MODEL
142
7.5
THE
DECISION
STAGE
145
7.6
EFFECT
OF
A
CHANGE
IN
THE
EXCITATION
ON
THE
INNOVATIONS
154
7.7
APPLICATION
EXAMPLE
164
7.8
DISCUSSION
171
8
THE
DISCONTINUOUS
BEHAVIOR
OF
MOVEMENT
GENERATION
175
8.1
THE
GATING
EFFECT
175
8.2
DELAYED
INITIATION
OF
RAPID
DISCRETE
MOVEMENT
177
8.3
WHAT
ARE
THE
"REAL"
CONTROL
PATTERNS
179
8.4
DISCUSSION
184
9
ENTRAINMENT
BY
INTERNAL
OSCILLATORS
186
9.1
EMPIRICAL
FINDINGS
187
9.1.1
SUBJECTS
AND
APPARATUS
188
9.1.2
DATA
EVALUATION
190
9.1.3
BASIC
RESULTS
OF
EXPERIMENTS
192
9.2
THEORETICAL
BASIS:
THE
ENTRAINMENT
CHARACTERISTIC
195
9.3
INDICATORS
OF
ENTRAINMENT
200
9.3.1
EXPERIMENTAL
RECONSTRUCTION
OF
ENTRAINMENT
CHARACTERISTICS
YY
201
9.3.2
PROBABILITY
DENSITY
FUNCTION
OF
THE
OBSERVABLE
ONSET
PHASE
205
9.3.3
THE
PHASE
LAG
A
209
9.3.4
THE
ENTRAINMENT
INDEX
K
211
9.4
ENTRAINMENT:
IMPORTANT
ASPECTS
AND
CONSEQUENCES
213
9.4.1
INTRA-LIMB
VERSUS
INTER-LIMB
COORDINATION
213
9.4.2
ENTRAINMENT
AND
REACTION
TIME
215
9.4.3
VARIOUS
ACTIVATION
PATTERNS
-
A
SINGLE
MODEL
219
9.4.4
ENTRAINMENT
AND
MOVEMENT
PARAMETERS
224
9.5
DISCUSSION
227
10
CONCLUDING
REMARKS
233
REFERENCES
240 |
| any_adam_object | 1 |
| author | Staude, Gerhard |
| author_facet | Staude, Gerhard |
| author_role | aut |
| author_sort | Staude, Gerhard |
| author_variant | g s gs |
| building | Verbundindex |
| bvnumber | BV011137570 |
| classification_tum | MED 554d ELT 515d |
| ctrlnum | (OCoLC)635353758 (DE-599)BVBBV011137570 |
| discipline | Elektrotechnik Medizin |
| format | Book |
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| genre | (DE-588)4113937-9 Hochschulschrift gnd-content |
| genre_facet | Hochschulschrift |
| id | DE-604.BV011137570 |
| illustrated | Illustrated |
| indexdate | 2024-08-17T00:56:43Z |
| institution | BVB |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-007463980 |
| oclc_num | 635353758 |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM DE-12 DE-11 |
| owner_facet | DE-91 DE-BY-TUM DE-12 DE-11 |
| physical | [10], 259 S. Ill,. graph. Darst. |
| publishDate | 1996 |
| publishDateSearch | 1996 |
| publishDateSort | 1996 |
| record_format | marc |
| spelling | Staude, Gerhard Verfasser aut Model based event detection in motor related biosignals new insights into human movement control Gerhard Staude Model based event detection in motor-related biosignals 1996 [10], 259 S. Ill,. graph. Darst. txt rdacontent n rdamedia nc rdacarrier München, Univ. d. Bundeswehr, Diss., 1996 Biomechanik (DE-588)4006880-8 gnd rswk-swf Motorik (DE-588)4040385-3 gnd rswk-swf Muskulatur (DE-588)4138611-5 gnd rswk-swf Biosignalverarbeitung (DE-588)4006899-7 gnd rswk-swf Zentralnervensystem (DE-588)4067637-7 gnd rswk-swf (DE-588)4113937-9 Hochschulschrift gnd-content Motorik (DE-588)4040385-3 s Biosignalverarbeitung (DE-588)4006899-7 s DE-604 Muskulatur (DE-588)4138611-5 s 1\p DE-604 Zentralnervensystem (DE-588)4067637-7 s 2\p DE-604 Biomechanik (DE-588)4006880-8 s 3\p DE-604 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007463980&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Staude, Gerhard Model based event detection in motor related biosignals new insights into human movement control Biomechanik (DE-588)4006880-8 gnd Motorik (DE-588)4040385-3 gnd Muskulatur (DE-588)4138611-5 gnd Biosignalverarbeitung (DE-588)4006899-7 gnd Zentralnervensystem (DE-588)4067637-7 gnd |
| subject_GND | (DE-588)4006880-8 (DE-588)4040385-3 (DE-588)4138611-5 (DE-588)4006899-7 (DE-588)4067637-7 (DE-588)4113937-9 |
| title | Model based event detection in motor related biosignals new insights into human movement control |
| title_alt | Model based event detection in motor-related biosignals |
| title_auth | Model based event detection in motor related biosignals new insights into human movement control |
| title_exact_search | Model based event detection in motor related biosignals new insights into human movement control |
| title_full | Model based event detection in motor related biosignals new insights into human movement control Gerhard Staude |
| title_fullStr | Model based event detection in motor related biosignals new insights into human movement control Gerhard Staude |
| title_full_unstemmed | Model based event detection in motor related biosignals new insights into human movement control Gerhard Staude |
| title_short | Model based event detection in motor related biosignals |
| title_sort | model based event detection in motor related biosignals new insights into human movement control |
| title_sub | new insights into human movement control |
| topic | Biomechanik (DE-588)4006880-8 gnd Motorik (DE-588)4040385-3 gnd Muskulatur (DE-588)4138611-5 gnd Biosignalverarbeitung (DE-588)4006899-7 gnd Zentralnervensystem (DE-588)4067637-7 gnd |
| topic_facet | Biomechanik Motorik Muskulatur Biosignalverarbeitung Zentralnervensystem Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=007463980&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT staudegerhard modelbasedeventdetectioninmotorrelatedbiosignalsnewinsightsintohumanmovementcontrol AT staudegerhard modelbasedeventdetectioninmotorrelatedbiosignals |