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Fault Detection in Automotive Network Embedded Electronics Systems: Signal processing analysis for fault detection of the Controller Area Network in automotive applications - Couverture souple
Synopsis
As the technology advances and vehicles become more computerized, the complexity of automotive electronics grows exponentially, thus creating a new level of challenge for detecting faults in systems with such overwhelming number of active components. The proposal of this research was to analyze the data from the Controller Area Network from two vehicles, evaluate different techniques for data mining and feature extraction and devise possible methods for fault detection that could be employed in any system with this level of complexity. The data used in this research was collected from an ordinary vehicle and an experimental vehicle test bed, the LabCar. The techniques evaluated in this research were based on proven mathematical methods that had original application in areas of statistics and digital signal processing. A detailed analysis of each of the techniques studied and their suitability for analysing complex non-linear systems were documented with basis on the data collected. The final stages of this research consisted of using these techniques to devise a model of the Controller Area Network bus and use it for finding faults in the network.
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Présentation de l'éditeur
As the technology advances and vehicles become more computerized, the complexity of automotive electronics grows exponentially, thus creating a new level of challenge for detecting faults in systems with such overwhelming number of active components. The proposal of this research was to analyze the data from the Controller Area Network from two vehicles, evaluate different techniques for data mining and feature extraction and devise possible methods for fault detection that could be employed in any system with this level of complexity. The data used in this research was collected from an ordinary vehicle and an experimental vehicle test bed, the LabCar. The techniques evaluated in this research were based on proven mathematical methods that had original application in areas of statistics and digital signal processing. A detailed analysis of each of the techniques studied and their suitability for analysing complex non-linear systems were documented with basis on the data collected. The final stages of this research consisted of using these techniques to devise a model of the Controller Area Network bus and use it for finding faults in the network.
Biographie de l'auteur
Graduated with First Class Hons in Robotics and Automated Systems at The University of Plymouth, followed a distinct degree in MSc Electronics systems at the University of Warwick. Worked in many areas from automated testing systems to intelligent design for bipedal robot gait control.
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Fault Detection in Automotive Network Embedded Electronics Systems: Signal processing analysis for fault detection of the Controller Area Network in automotive applications
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LAP LAMBERT Academic Publishing, 2011
ISBN 10 : 3844382658
ISBN 13 : 9783844382655
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Fault Detection in Automotive Network Embedded Electronics Systems: Signal processing analysis for fault detection of the Controller Area Network in automotive applications
Edité par
LAP LAMBERT Academic Publishing, 2011
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ISBN 13 : 9783844382655
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Fault Detection in Automotive Network Embedded Electronics Systems: Signal processing analysis for fault detection of the Controller Area Network in automotive applications
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LAP LAMBERT Academic Publishing, 2011
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ISBN 13 : 9783844382655
Neuf
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Fault Detection in Automotive Network Embedded Electronics Systems Signal processing analysis for fault detection of the Controller Area Network in automotive applications
Edité par
LAP LAMBERT Academic Publishing, 2011
ISBN 10 : 3844382658
ISBN 13 : 9783844382655
Neuf
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Fault Detection in Automotive Network Embedded Electronics Systems Signal processing analysis for fault detection of the Controller Area Network in automotive applications
Edité par
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ISBN 10 : 3844382658
ISBN 13 : 9783844382655
Neuf
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Fault Detection in Automotive Network Embedded Electronics Systems: Signal processing analysis for fault detection of the Controller Area Network in automotive applications
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Fault Detection in Automotive Network Embedded Electronics Systems: Signal processing analysis for fault detection of the Controller Area Network in automotive applications
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Fault Detection in Automotive Network Embedded Electronics Systems
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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -As the technology advances and vehicles become more computerized, the complexity of automotive electronics grows exponentially, thus creating a new level of challenge for detecting faults in systems with such overwhelming number of active components. The proposal of this research was to analyze the data from the Controller Area Network from two vehicles, evaluate different techniques for data mining and feature extraction and devise possible methods for fault detection that could be employed in any system with this level of complexity. The data used in this research was collected from an ordinary vehicle and an experimental vehicle test bed, the LabCar. The techniques evaluated in this research were based on proven mathematical methods that had original application in areas of statistics and digital signal processing. A detailed analysis of each of the techniques studied and their suitability for analysing complex non-linear systems were documented with basis on the data collected. The final stages of this research consisted of using these techniques to devise a model of the Controller Area Network bus and use it for finding faults in the network. 112 pp. Englisch. N° de réf. du vendeur 9783844382655
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Fault Detection in Automotive Network Embedded Electronics Systems
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LAP LAMBERT Academic Publishing, 2011
ISBN 10 : 3844382658
ISBN 13 : 9783844382655
Neuf
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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Vicente AlexandreGraduated with First Class Hons in Robotics and Automated Systems at The University of Plymouth, followed a distinct degree in MSc Electronics systems at the University of Warwick. Worked in many areas from automated. N° de réf. du vendeur 5475792
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Fault Detection in Automotive Network Embedded Electronics Systems
Edité par
LAP LAMBERT Academic Publishing Aug 2011, 2011
ISBN 10 : 3844382658
ISBN 13 : 9783844382655
Neuf
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Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne
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Taschenbuch. Etat : Neu. Neuware -As the technology advances and vehicles become more computerized, the complexity of automotive electronics grows exponentially, thus creating a new level of challenge for detecting faults in systems with such overwhelming number of active components. The proposal of this research was to analyze the data from the Controller Area Network from two vehicles, evaluate different techniques for data mining and feature extraction and devise possible methods for fault detection that could be employed in any system with this level of complexity. The data used in this research was collected from an ordinary vehicle and an experimental vehicle test bed, the LabCar. The techniques evaluated in this research were based on proven mathematical methods that had original application in areas of statistics and digital signal processing. A detailed analysis of each of the techniques studied and their suitability for analysing complex non-linear systems were documented with basis on the data collected. The final stages of this research consisted of using these techniques to devise a model of the Controller Area Network bus and use it for finding faults in the network.Books on Demand GmbH, Überseering 33, 22297 Hamburg 112 pp. Englisch. N° de réf. du vendeur 9783844382655
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