INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9783319006338
NATIONAL BIBLIOGRAPHY NUMBER
Country Code
IR
Number
EN-51598
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
COUNTRY OF PUBLICATION OR PRODUCTlON
Country of publication
IR
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Ultrasonic Fluid Quantity Measurement in Dynamic Vehicular Application
General Material Designation
[Book]
Other Title Information
:A Support Vector Machine Approach
First Statement of Responsibility
/ by Jenny Terzic, Edin Terzic, Romesh Nagarajah, Muhammad Alamgir
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Heidelberg
Name of Publisher, Distributor, etc.
: Springer International Publishing :Imprint: Springer,
Date of Publication, Distribution, etc.
, 2013.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
XIV, 129 p. 90 illus., 24 illus. in color., online resource.
NOTES PERTAINING TO PUBLICATION, DISTRIBUTION, ETC.
Text of Note
Electronic
CONTENTS NOTE
Text of Note
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 [nu]-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.
Text of Note
Introduction -- Ultrasonic Sensing Technology.-Ultrasonic Sensor Based Fluid Level Sensing Using Support Vector Machines -- Methodology and Experimental Program -- Experimentation -- Results -- Discussion -- Conclusion and Future Work.
TOPICAL NAME USED AS SUBJECT
Engineering
Artificial intelligence
Hydraulic engineering
Electronic books
LIBRARY OF CONGRESS CLASSIFICATION
Class number
E-BOOK
PERSONAL NAME - PRIMARY RESPONSIBILITY
Terzic, Jenny.
PERSONAL NAME - SECONDARY RESPONSIBILITY
Terzic, Edin
Nagarajah, Romesh
Alamgir, Muhammad
SpringerLink (Online service)
ORIGINATING SOURCE
Country
ایران
ELECTRONIC LOCATION AND ACCESS
Host name
9783319006321.pdf
Access number
عادی
Compression information
عادی
Date and Hour of Consultation and Access
9783319006321.pdf
Electronic Format Type
متن
old catalog
e
BL
1
a
Y
