Ultrasonic Fluid Quantity Measurement in Dynamic Vehicular Applications PDF Download

Ultrasonic Fluid Quantity Measurement in Dynamic Vehicular Applications PDF
By:Jenny Terzic,Edin Terzic,Romesh Nagarajah,Muhammad Alamgir
Published on 2013-06-14 by Springer Science & Business Media

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 ν-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.

This Book was ranked at 14 by Google Books for keyword automotive engineer area.

Book ID of Ultrasonic Fluid Quantity Measurement in Dynamic Vehicular Applications's Books is wVxHAAAAQBAJ, Book which was written byJenny Terzic,Edin Terzic,Romesh Nagarajah,Muhammad Alamgirhave ETAG "ULJSYmh0Fr4"

Book which was published by Springer Science & Business Media since 2013-06-14 have ISBNs, ISBN 13 Code is 9783319006338 and ISBN 10 Code is 3319006339

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Book which have "129 Pages" is Printed at BOOK under CategoryTechnology and Engineering

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