Development of tactical and operational behaviour models for bicyclists based on automated video data analysis
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| Format: | Abschlussarbeit Buch |
| Sprache: | English |
| Veröffentlicht: |
München
Lehrstuhl für Verkehrstechnik, Technische Universität München
2019
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| Schriftenreihe: | Schriftenreihe / Lehrstuhl für Verkehrstechnik, Technische Universität München
Heft 30 |
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| LEADER | 00000nam a22000008cb4500 | ||
|---|---|---|---|
| 001 | BV046033106 | ||
| 003 | DE-604 | ||
| 005 | 20190718 | ||
| 007 | t| | ||
| 008 | 190704s2019 gw a||| m||| 00||| eng d | ||
| 016 | 7 | |a 1189257734 |2 DE-101 | |
| 020 | |a 9783937631301 |c Broschur |9 978-3-937631-30-1 | ||
| 035 | |a (OCoLC)1108329974 | ||
| 035 | |a (DE-599)DNB1189257734 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 044 | |a gw |c XA-DE | ||
| 049 | |a DE-91 |a DE-12 | ||
| 084 | |a BAU 860f |2 stub | ||
| 100 | 1 | |a Twaddle, Heather A. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Development of tactical and operational behaviour models for bicyclists based on automated video data analysis |c Heather A. Twaddle |
| 264 | 1 | |a München |b Lehrstuhl für Verkehrstechnik, Technische Universität München |c 2019 | |
| 300 | |a 173 Seiten, 25 ungezählte Seiten |b Illustrationen, Diagramme |c 21 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Schriftenreihe / Lehrstuhl für Verkehrstechnik, Technische Universität München |v Heft 30 | |
| 502 | |b Dissertation |c Technische Universtität München |d 2017 | ||
| 655 | 7 | |0 (DE-588)4113937-9 |a Hochschulschrift |2 gnd-content | |
| 810 | 2 | |a Lehrstuhl für Verkehrstechnik, Technische Universität München |t Schriftenreihe |v Heft 30 |w (DE-604)BV017895235 |9 30 | |
| 856 | 4 | 2 | |m DNB Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031414951&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-031414951 | |
Datensatz im Suchindex
| _version_ | 1819596820966277120 |
|---|---|
| adam_text | TABLE
OF
CONTENTS
1.
INTRODUCTION
...........................................................................................................................
1
1.1
CONTEXT
............................................................................................................................
1
1.2
SCOPE
............................................................................................................................
6
1.3
METHODOLOGY
..................................................................................................................
7
1.4
CONTRIBUTIONS
.................................................................................................................
9
2.
LITERATURE
REVIEW
.................................................................................................................
10
2.1
BEHAVIOURAL
REVIEW
.....................................................................................................
12
2.1.1
TACTICAL
BEHAVIOUR
OF
BICYCLISTS
...........................................................................
12
2.1.2
OPERATIONAL
BEHAVIOUR
OF
BICYCLISTS
.......................................................................
23
2.2
MODELLING
REVIEW
.........................................................................................................
35
2.2.1
TACTICAL
MODELS
...................................................................................................
38
2.2.2
OPERATIONAL
MODELS
.............................................................................................
42
2.3
RESEARCH
NEEDS
ASSESSMENT
.....................................................................................
48
3.
EXPERIMENTAL
DESIGN,
DATA
COLLECTION
AND
PROCESSING
.......................................................
50
3.1
DATA
SPECIFICATION
AND
SAMPLING
APPROACH
................................................................
50
3.1.1
DATA
SPECIFICATION
FOR
TACTICAL
MODELS
................................................................
52
3.1.2
DATA
SPECIFICATION
FOR
OPERATIONAL
MODELS
.........................................................
54
3.2
RESEARCH
INTERSECTIONS
...............................................................................................
55
3.3
VIDEO
DATA
COLLECTION
..................................................................................................
58
3.4
AUTOMATED
VIDEO
ANALYSIS
...........................................................................................
60
3.4.1
TRAJECTORY
EXTRACTION
............................................................................................
60
3.4.2
TRAJECTORY
POST
PROCESSING
.................................................................................
66
3.5 DATABASE
EXTENSION
....................................................................................................
68
4.
TRAJECTORY
CLUSTERING
...........................................................................................................
71
4.1
APPROACH
SPECIFIC
PATHWAY
CLUSTERING
...........................................................................
72
4.1.1
PATTERN
REPRESENTATION
.........................................................................................
73
4.1.2
PROXIMITY
..............................................................................................................
75
4.1.3
CLUSTERING
.............................................................................................................
77
4.1.4
ABSTRACTION
...........................................................................................................
81
4.1.5
EVALUATION
.............................................................................................................
82
4.2
GENERIC
PATHWAY
CLUSTERING
............................................................................................
83
4.2.1
PATTERN
REPRESENTATION
.........................................................................................
84
4.2.2
PROXIMITY
..............................................................................................................
85
4.2.3
CLUSTERING
.............................................................................................................
85
4.2.4
ABSTRACTION
...........................................................................................................
86
4.2.5
EVALUATION
.............................................................................................................
87
5.
MODELLING
BICYCLIST
BEHAVIOUR
.............................................................................................
91
5.1
TACTICAL
MODELS
...........................................................................................................
91
5.1.1
MODEL
SPECIFICATION
..............................................................................................
92
5.1.2
MODEL
CALIBRATION
..................................................................................................
93
5.1.3
MODEL
VALIDATION
.........................................................................................
95
5.1.4
RESULTS
..................................................................................................................
96
5.2
OPERATIONAL
MODELS
..................................................................................................
107
5.2.1
MODEL
SPECIFICATION
...........................................................................................
109
5.2.2
MODEL
CALIBRATION
...............................................................................................
113
5.2.3
MODEL
VALIDATION
................................................................................................
116
5.2.4
RESULTS
................................................................................................................
117
6.
IMPLEMENTATION
AND
EVALUATION
........................................................................................
127
6.1
SUMO
SIMULATION
.......................................................................................................
127
6.2
INTEGRATION
OF
MODELLING
APPROACH
WITH
SUMO
.......................................................
129
6.2.1
NETWORK
ALIGNMENT
..............................................................................................
131
6.2.2
PATHWAY
SELECTION
.............................................................................................
131
6.2.3
OPERATIONAL
MODEL
IMPLEMENTATION
...................................................................
134
6.2.4
SIGNAL
CONTROL
....................................................................................................
135
6.3
SIMULATION
EVALUATION
.................................................................................................
137
7.
CONCLUSIONS
.......................................................................................................................
145
7.1
SUMMARY
...................................................................................................................
145
7.2
LIMITATIONS
.................................................................................................................
148
7.3
OUTLOOK
......................................................................................................................
149
REFERENCES
...............................................................................................................................
151
VARIABLE
LIST
...............................................................................................................................
163
GLOSSARY
...................................................................................................................................
167
LIST
OF
FIGURES
..........................................................................................................................
169
LIST
OF
TABLES
....................................
172
|
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| author | Twaddle, Heather A. |
| author_facet | Twaddle, Heather A. |
| author_role | aut |
| author_sort | Twaddle, Heather A. |
| author_variant | h a t ha hat |
| building | Verbundindex |
| bvnumber | BV046033106 |
| classification_tum | BAU 860f |
| ctrlnum | (OCoLC)1108329974 (DE-599)DNB1189257734 |
| discipline | Bauingenieurwesen Verkehr / Transport |
| format | Thesis Book |
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| genre_facet | Hochschulschrift |
| id | DE-604.BV046033106 |
| illustrated | Illustrated |
| indexdate | 2024-12-24T07:43:27Z |
| institution | BVB |
| isbn | 9783937631301 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-031414951 |
| oclc_num | 1108329974 |
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| owner | DE-91 DE-BY-TUM DE-12 |
| owner_facet | DE-91 DE-BY-TUM DE-12 |
| physical | 173 Seiten, 25 ungezählte Seiten Illustrationen, Diagramme 21 cm |
| publishDate | 2019 |
| publishDateSearch | 2019 |
| publishDateSort | 2019 |
| publisher | Lehrstuhl für Verkehrstechnik, Technische Universität München |
| record_format | marc |
| series2 | Schriftenreihe / Lehrstuhl für Verkehrstechnik, Technische Universität München |
| spellingShingle | Twaddle, Heather A. Development of tactical and operational behaviour models for bicyclists based on automated video data analysis |
| subject_GND | (DE-588)4113937-9 |
| title | Development of tactical and operational behaviour models for bicyclists based on automated video data analysis |
| title_auth | Development of tactical and operational behaviour models for bicyclists based on automated video data analysis |
| title_exact_search | Development of tactical and operational behaviour models for bicyclists based on automated video data analysis |
| title_full | Development of tactical and operational behaviour models for bicyclists based on automated video data analysis Heather A. Twaddle |
| title_fullStr | Development of tactical and operational behaviour models for bicyclists based on automated video data analysis Heather A. Twaddle |
| title_full_unstemmed | Development of tactical and operational behaviour models for bicyclists based on automated video data analysis Heather A. Twaddle |
| title_short | Development of tactical and operational behaviour models for bicyclists based on automated video data analysis |
| title_sort | development of tactical and operational behaviour models for bicyclists based on automated video data analysis |
| topic_facet | Hochschulschrift |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=031414951&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV017895235 |
| work_keys_str_mv | AT twaddleheathera developmentoftacticalandoperationalbehaviourmodelsforbicyclistsbasedonautomatedvideodataanalysis |