000			03554nam a22005535i 4500
001			978-3-319-00633-8
003			DE-He213
005			20200421112545.0
007			cr nn 008mamaa
008			130615s2013 gw | s |||| 0|eng d
020			_a9783319006338 _9978-3-319-00633-8
024	7		_a10.1007/978-3-319-00633-8 _2doi
050		4	_aTL1-483
072		7	_aTRC _2bicssc
072		7	_aTRCS _2bicssc
072		7	_aTEC009090 _2bisacsh
082	0	4	_a629.2 _223
100	1		_aTerzic, Jenny. _eauthor.
245	1	0	_aUltrasonic Fluid Quantity Measurement in Dynamic Vehicular Applications _h[electronic resource] : _bA Support Vector Machine Approach / _cby Jenny Terzic, Edin Terzic, Romesh Nagarajah, Muhammad Alamgir.
264		1	_aHeidelberg : _bSpringer International Publishing : _bImprint: Springer, _c2013.
300			_aXIV, 129 p. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
505	0		_aIntroduction -- Ultrasonic Sensing Technology.- Ultrasonic Sensor Based Fluid Level Sensing Using Support Vector Machines -- Methodology and Experimental Program -- Experimentation -- Results -- Discussion -- Conclusion and Future Work.
520			_aAccurate 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 (Sp(B-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.
650		0	_aEngineering.
650		0	_aArtificial intelligence.
650		0	_aPhysical measurements.
650		0	_aMeasurement.
650		0	_aFluid mechanics.
650		0	_aAutomotive engineering.
650	1	4	_aEngineering.
650	2	4	_aAutomotive Engineering.
650	2	4	_aEngineering Fluid Dynamics.
650	2	4	_aMeasurement Science and Instrumentation.
650	2	4	_aArtificial Intelligence (incl. Robotics).
700	1		_aTerzic, Edin. _eauthor.
700	1		_aNagarajah, Romesh. _eauthor.
700	1		_aAlamgir, Muhammad. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783319006321
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-319-00633-8
912			_aZDB-2-ENG
942			_cEBK
999			_c58529 _d58529