Ultrasonic Fluid Quantity Measurement in Dynamic Vehicular Applications

Language: English

Published by Springer, Springer Jun 2013, 2013

3319006320 / 9783319006321

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This item is printed on demand - Print on Demand Titel. Neuware -Accurate fluid level measurement in dynamic environments can be assessed using a Support Vector Machine (SVM) approach. SVM is a supervised learning model that analyzes and recognizes patterns. It is a signal classification technique which has far greater accuracy than conventional signal averaging methods.Ultrasonic Fluid Quantity Measurement in Dynamic Vehicular Applications: A Support Vector Machine Approach describes the research and development of a fluid level measurement system for dynamic environments. The measurement system is based on a single ultrasonic sensor. A Support Vector Machines (SVM) based signal characterization and processing system has been developed to compensate for the effects of slosh and temperature variation in fluid level measurement systems used in dynamic environments including automotive applications. It has been demonstrated that a simple ¿-SVM model with Radial Basis Function (RBF) Kernel with the inclusion of a Moving Median filter could be used to achieve the high levels of accuracy required for fluid level measurement in dynamic environments.Aimed toward graduate and postgraduate students, researchers, and engineers studying applications of artificial intelligence, readers will learn about a measurement system that is based on a single ultrasonic sensor which can achieve the high levels of accuracy required for fluid level measurement in dynamic environments.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 144 pp. Englisch.

Seller Inventory # 9783319006321

Title
Ultrasonic Fluid Quantity Measurement in Dynamic Vehicular Applications
Author
Jenny Terzic
Publisher
Springer, Springer Jun 2013
Publication year
2013
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3319006320
ISBN 13
9783319006321
Item weight
389 grams
Dimensions
241x160x13 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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