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Vehicle Destination Prediction Using GPS Tracking: Analysis Using Velocity Based Particle Filters - Softcover
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Road navigation has gained increased importance in recent times with an increased number of vehicles making use of GPS navigators. As a result, focus has been placed on services that can be offered to drivers by prediction of routes they might take to their final destination. The analysis here predicts the destination of a driver given an initial starting point and regular position coordinates supplied by a GPS sensor. The system is simulated with the help of an a priori knowledge of the road network and its cost distributions supplemented by the individual driver's history and road preference. The novelty of the system lies in the manner in which the driver's destination probabilities are calculated and varied. By the use of velocity-based particle filters combined with a novel idea for the set up and analysis of road link cost distributions, an algorithm is created which is seen to perform to a high standard. The destination of the driver is identified as one of a few highly probable candidates within the first 50 percent of journey traveled. By 75-80% of the journey, the destination node is pinpointed with certainty.
Biografía del autor:
Zaif Dabestani was born in Mumbai, India on May 29, 1985. In 2003, he moved to England to pursue higher education and graduated from Imperial College London with a Master's degree in Communications and Signal Processing. Zaif presently works in London as a Business Intelligence Consultant specializing in software solutions for corporate clients.
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- VerlagLAP Lambert Academic Publishing
- Erscheinungsdatum2011
- ISBN 10 3844398007
- ISBN 13 9783844398007
- EinbandTapa blanda
- Anzahl der Seiten68
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Vehicle Destination Prediction Using GPS Tracking
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Vehicle Destination Prediction Using GPS Tracking: Analysis Using Velocity Based Particle Filters
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Vehicle Destination Prediction Using GPS Tracking
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Vehicle Destination Prediction Using GPS Tracking
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Buchbeschreibung Taschenbuch. Zustand: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Road navigation has gained increased importance in recent times with an increased number of vehicles making use of GPS navigators. As a result, focus has been placed on services that can be offered to drivers by prediction of routes they might take to their final destination. The analysis here predicts the destination of a driver given an initial starting point and regular position coordinates supplied by a GPS sensor. The system is simulated with the help of an a priori knowledge of the road network and its cost distributions supplemented by the individual driver's history and road preference. The novelty of the system lies in the manner in which the driver's destination probabilities are calculated and varied. By the use of velocity-based particle filters combined with a novel idea for the set up and analysis of road link cost distributions, an algorithm is created which is seen to perform to a high standard. The destination of the driver is identified as one of a few highly probable candidates within the first 50 percent of journey traveled. By 75-80% of the journey, the destination node is pinpointed with certainty. 68 pp. Englisch. Bestandsnummer des Verkäufers 9783844398007
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Vehicle Destination Prediction Using GPS Tracking Analysis Using Velocity Based Particle Filters
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Vehicle Destination Prediction Using GPS Tracking : Analysis Using Velocity Based Particle Filters
Verlag:
LAP LAMBERT Academic Publishing
(2011)
ISBN 10: 3844398007
ISBN 13: 9783844398007
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Buchbeschreibung Taschenbuch. Zustand: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Road navigation has gained increased importance in recent times with an increased number of vehicles making use of GPS navigators. As a result, focus has been placed on services that can be offered to drivers by prediction of routes they might take to their final destination. The analysis here predicts the destination of a driver given an initial starting point and regular position coordinates supplied by a GPS sensor. The system is simulated with the help of an a priori knowledge of the road network and its cost distributions supplemented by the individual driver's history and road preference. The novelty of the system lies in the manner in which the driver's destination probabilities are calculated and varied. By the use of velocity-based particle filters combined with a novel idea for the set up and analysis of road link cost distributions, an algorithm is created which is seen to perform to a high standard. The destination of the driver is identified as one of a few highly probable candidates within the first 50 percent of journey traveled. By 75-80% of the journey, the destination node is pinpointed with certainty. Bestandsnummer des Verkäufers 9783844398007
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Vehicle Destination Prediction Using GPS Tracking Analysis Using Velocity Based Particle Filters
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(2011)
ISBN 10: 3844398007
ISBN 13: 9783844398007
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Buchbeschreibung PAP. Zustand: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Bestandsnummer des Verkäufers L0-9783844398007
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Vehicle Destination Prediction Using GPS Tracking
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ISBN 13: 9783844398007
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Buchbeschreibung Zustand: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Dabestani ZaifZaif Dabestani was born in Mumbai, India on May 29, 1985. In 2003, he moved to England to pursue higher education and graduated from Imperial College London with a Master s degree in Communications and Signal Processing. Bestandsnummer des Verkäufers 5477268
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