Decentralized spatial computing: foundations of geosensor networks
Gespeichert in:
1. Verfasser: | |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Berlin [u.a.]
Springer
2013
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Schlagworte: | |
Online-Zugang: | BTU01 FFW01 TUM01 UBG01 UBR01 UBT01 UPA01 Volltext Inhaltsverzeichnis Abstract |
Beschreibung: | 1 Online-Ressource (XXI, 320 S.) Ill., graph. Darst. |
ISBN: | 9783642308536 |
DOI: | 10.1007/978-3-642-30853-6 |
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Datensatz im Suchindex
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adam_text | DECENTRALIZED SPATIAL COMPUTING
/ DUCKHAM, MATT
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
PART I FOUNDATIONS OF DECENTRALIZED SPATIAL COMPUTING
CHAP. 1 WHEN COMPUTING HAPPENS SOMEWHERE
CHAP. 2 FORMAL FOUNDATIONS
CHAP. 3 ALGORITHMIC FOUNDATIONS
PART II ALGORITHMS FOR DECENTRALIZED SPATIAL COMPUTING
CHAP. 4 NEIGHBORHOOD-BASED ALGORITHMS
CHAP. 5 LOCATION-BASED ALGORITHMS
CHAP. 6 MONITORING SPATIAL CHANGE OVER TIME
PART III SIMULATING DECENTRALIZED SPATIAL ALGORITHMS
CHAP. 7 SIMULATING SCALABLE DECENTRALIZED SPATIAL ALGORITHMS
CHAP. 8 SIMULATING ROBUST DECENTRALIZED SPATIAL ALGORITHMS
CHAP. 9 FURTHER TOPICS AND TECHNOLOGIES
REFERENCES
APP. A DISCRETE MATHEMATICS PRIMER APP. B RELATIONAL DATABASE AND SQL
PRIMER
INDEX
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
DECENTRALIZED SPATIAL COMPUTING
/ DUCKHAM, MATT
: 2013
ABSTRACT / INHALTSTEXT
COMPUTING INCREASINGLY HAPPENS SOMEWHERE, WITH THAT GEOGRAPHIC LOCATION
IMPORTANT TO THE COMPUTATIONAL PROCESS ITSELF. MANY NEW AND EVOLVING
SPATIAL TECHNOLOGIES, SUCH AS GEOSENSOR NETWORKS AND SMARTPHONES, EMBODY
THIS TREND. CONVENTIONAL APPROACHES TO SPATIAL COMPUTING ARE
CENTRALIZED, AND DO NOT ACCOUNT FOR THE INHERENTLY DECENTRALIZED NATURE
OF COMPUTING SOMEWHERE : THE LIMITED, LOCAL KNOWLEDGE OF INDIVIDUAL
SYSTEM COMPONENTS, AND THE INTERACTION BETWEEN THOSE COMPONENTS AT
DIFFERENT LOCATIONS. ON THE OTHER HAND, DESPITE BEING AN ESTABLISHED
TOPIC IN DISTRIBUTED SYSTEMS, DECENTRALIZED COMPUTING IS NOT CONCERNED
WITH GEOGRAPHICAL CONSTRAINTS TO THE GENERATION AND MOVEMENT OF
INFORMATION.IN THIS CONTEXT, OF (CENTRALIZED) SPATIAL COMPUTING AND
DECENTRALIZED (NON-SPATIAL) COMPUTING, THE KEY QUESTION BECOMES: WHAT
MAKES DECENTRALIZED SPATIAL COMPUTING SPECIAL? IN PART I OF THE BOOK
THE AUTHOR COVERS THE FOUNDATIONAL CONCEPTS, STRUCTURES, AND DESIGN
TECHNIQUES FOR DECENTRALIZED COMPUTING WITH SPATIAL AND SPATIOTEMPORAL
INFORMATION. IN PART II HE APPLIES THOSE CONCEPTS AND TECHNIQUES TO THE
DEVELOPMENT OF ALGORITHMS FOR DECENTRALIZED SPATIAL COMPUTING, STEPPING
THROUGH A SUITE OF INCREASINGLY SOPHISTICATED ALGORITHMS: FROM
ALGORITHMS WITH MINIMAL SPATIAL INFORMATION ABOUT THEIR NEIGHBORHOODS;
TO ALGORITHMS WITH ACCESS TO MORE DETAILED SPATIAL INFORMATION, SUCH AS
DIRECTION, DISTANCE, OR COORDINATE LOCATION; TO TRULY SPATIOTEMPORAL
ALGORITHMS THAT MONITOR ENVIRONMENTS THAT ARE DYNAMIC, EVEN USING
NETWORKS THAT ARE MOBILE OR VOLATILE.FINALLY, IN PART III THE AUTHOR
SHOWS HOW DECENTRALIZED SPATIAL AND SPATIOTEMPORAL ALGORITHMS DESIGNED
USING THE TECHNIQUES EXPLORED IN PART II CAN BE SIMULATED AND TESTED. IN
PARTICULAR, HE INVESTIGATES EMPIRICALLY THE IMPORTANT PROPERTIES OF A
DECENTRALIZED SPATIAL ALGORITHM: ITS COMPUTATIONAL EFFICIENCY AND ITS
ROBUSTNESS TO UNAVOIDABLE UNCERTAINTY. PART III CONCLUDES WITH A SURVEY
OF THE OPPORTUNITIES FOR CONNECTING DECENTRALIZED SPATIAL COMPUTING TO
ONGOING RESEARCH AND EMERGING HOT TOPICS IN RELATED FIELDS, SUCH AS
BIOLOGICALLY INSPIRED COMPUTING, GEOVISUALIZATION, AND STREAM COMPUTING.
THE BOOK IS WRITTEN FOR STUDENTS AND RESEARCHERS OF COMPUTER SCIENCE AND
GEOGRAPHIC INFORMATION SCIENCE. THROUGHOUT THE BOOK THE AUTHOR S STYLE
IS CHARACTERIZED BY A FOCUS ON THE BROADER MESSAGE, EXPLAINING THE
PROCESS OF DECENTRALIZED SPATIAL ALGORITHM DESIGN RATHER THAN THE
TECHNICAL DETAILS.EACH CHAPTER ENDS WITH REVIEW QUESTIONS DESIGNED TO
TEST THE READER S UNDERSTANDING OF THE MATERIAL AND TO POINT TO FURTHER
WORK OR RESEARCH. THE BOOK INCLUDES SHORT APPENDICES ON DISCRETE
MATHEMATICS AND SQL. SIMULATION MODELS WRITTEN IN NETLOGO AND ASSOCIATED
SOURCE CODE FOR ALL THE ALGORITHMS PRESENTED IN THE BOOK CAN BE FOUND ON
THE AUTHOR S ACCOMPANYING WEBSITE
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
any_adam_object | 1 |
author | Duckham, Matt |
author_facet | Duckham, Matt |
author_role | aut |
author_sort | Duckham, Matt |
author_variant | m d md |
building | Verbundindex |
bvnumber | BV040688857 |
classification_rvk | RB 10104 |
classification_tum | GEO 000 UMW 000 |
collection | ZDB-2-EES |
ctrlnum | (OCoLC)812212998 (DE-599)BVBBV040688857 |
dewey-full | 910.285 |
dewey-hundreds | 900 - History & geography |
dewey-ones | 910 - Geography and travel |
dewey-raw | 910.285 |
dewey-search | 910.285 |
dewey-sort | 3910.285 |
dewey-tens | 910 - Geography and travel |
discipline | Geowissenschaften Umwelt Geographie |
doi_str_mv | 10.1007/978-3-642-30853-6 |
format | Electronic eBook |
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id | DE-604.BV040688857 |
illustrated | Illustrated |
indexdate | 2024-07-10T00:31:44Z |
institution | BVB |
isbn | 9783642308536 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-025669649 |
oclc_num | 812212998 |
open_access_boolean | |
owner | DE-703 DE-91 DE-BY-TUM DE-355 DE-BY-UBR DE-634 DE-473 DE-BY-UBG DE-1028 DE-739 |
owner_facet | DE-703 DE-91 DE-BY-TUM DE-355 DE-BY-UBR DE-634 DE-473 DE-BY-UBG DE-1028 DE-739 |
physical | 1 Online-Ressource (XXI, 320 S.) Ill., graph. Darst. |
psigel | ZDB-2-EES |
publishDate | 2013 |
publishDateSearch | 2013 |
publishDateSort | 2013 |
publisher | Springer |
record_format | marc |
spelling | Duckham, Matt Verfasser aut Decentralized spatial computing foundations of geosensor networks Matt Duckham Berlin [u.a.] Springer 2013 1 Online-Ressource (XXI, 320 S.) Ill., graph. Darst. txt rdacontent c rdamedia cr rdacarrier Geografie Künstliche Intelligenz Geography Information theory Information systems Artificial intelligence Computer aided design Geographical information systems Datenaufbereitung (DE-588)4148865-9 gnd rswk-swf Geoinformatik (DE-588)7571300-7 gnd rswk-swf Sensor (DE-588)4038824-4 gnd rswk-swf Netzwerk (DE-588)4171529-9 gnd rswk-swf Sensorsystem (DE-588)4307964-7 gnd rswk-swf Drahtloses Sensorsystem (DE-588)4789222-5 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf CAD (DE-588)4069794-0 gnd rswk-swf Informationstheorie (DE-588)4026927-9 gnd rswk-swf Geowissenschaften (DE-588)4020288-4 gnd rswk-swf Dezentralisation (DE-588)4012005-3 gnd rswk-swf Datenaufzeichnung (DE-588)4130006-3 gnd rswk-swf Geografie (DE-588)4020216-1 gnd rswk-swf Geografie (DE-588)4020216-1 s Informationstheorie (DE-588)4026927-9 s Künstliche Intelligenz (DE-588)4033447-8 s CAD (DE-588)4069794-0 s DE-604 Geoinformatik (DE-588)7571300-7 s Sensor (DE-588)4038824-4 s Sensorsystem (DE-588)4307964-7 s Dezentralisation (DE-588)4012005-3 s Geowissenschaften (DE-588)4020288-4 s Netzwerk (DE-588)4171529-9 s Datenaufzeichnung (DE-588)4130006-3 s Datenaufbereitung (DE-588)4148865-9 s Drahtloses Sensorsystem (DE-588)4789222-5 s 1\p DE-604 Erscheint auch als Druckausgabe 978-3-642-30852-9 https://doi.org/10.1007/978-3-642-30853-6 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025669649&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025669649&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
spellingShingle | Duckham, Matt Decentralized spatial computing foundations of geosensor networks Geografie Künstliche Intelligenz Geography Information theory Information systems Artificial intelligence Computer aided design Geographical information systems Datenaufbereitung (DE-588)4148865-9 gnd Geoinformatik (DE-588)7571300-7 gnd Sensor (DE-588)4038824-4 gnd Netzwerk (DE-588)4171529-9 gnd Sensorsystem (DE-588)4307964-7 gnd Drahtloses Sensorsystem (DE-588)4789222-5 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd CAD (DE-588)4069794-0 gnd Informationstheorie (DE-588)4026927-9 gnd Geowissenschaften (DE-588)4020288-4 gnd Dezentralisation (DE-588)4012005-3 gnd Datenaufzeichnung (DE-588)4130006-3 gnd Geografie (DE-588)4020216-1 gnd |
subject_GND | (DE-588)4148865-9 (DE-588)7571300-7 (DE-588)4038824-4 (DE-588)4171529-9 (DE-588)4307964-7 (DE-588)4789222-5 (DE-588)4033447-8 (DE-588)4069794-0 (DE-588)4026927-9 (DE-588)4020288-4 (DE-588)4012005-3 (DE-588)4130006-3 (DE-588)4020216-1 |
title | Decentralized spatial computing foundations of geosensor networks |
title_auth | Decentralized spatial computing foundations of geosensor networks |
title_exact_search | Decentralized spatial computing foundations of geosensor networks |
title_full | Decentralized spatial computing foundations of geosensor networks Matt Duckham |
title_fullStr | Decentralized spatial computing foundations of geosensor networks Matt Duckham |
title_full_unstemmed | Decentralized spatial computing foundations of geosensor networks Matt Duckham |
title_short | Decentralized spatial computing |
title_sort | decentralized spatial computing foundations of geosensor networks |
title_sub | foundations of geosensor networks |
topic | Geografie Künstliche Intelligenz Geography Information theory Information systems Artificial intelligence Computer aided design Geographical information systems Datenaufbereitung (DE-588)4148865-9 gnd Geoinformatik (DE-588)7571300-7 gnd Sensor (DE-588)4038824-4 gnd Netzwerk (DE-588)4171529-9 gnd Sensorsystem (DE-588)4307964-7 gnd Drahtloses Sensorsystem (DE-588)4789222-5 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd CAD (DE-588)4069794-0 gnd Informationstheorie (DE-588)4026927-9 gnd Geowissenschaften (DE-588)4020288-4 gnd Dezentralisation (DE-588)4012005-3 gnd Datenaufzeichnung (DE-588)4130006-3 gnd Geografie (DE-588)4020216-1 gnd |
topic_facet | Geografie Künstliche Intelligenz Geography Information theory Information systems Artificial intelligence Computer aided design Geographical information systems Datenaufbereitung Geoinformatik Sensor Netzwerk Sensorsystem Drahtloses Sensorsystem CAD Informationstheorie Geowissenschaften Dezentralisation Datenaufzeichnung |
url | https://doi.org/10.1007/978-3-642-30853-6 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025669649&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025669649&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
work_keys_str_mv | AT duckhammatt decentralizedspatialcomputingfoundationsofgeosensornetworks |