Ultrasonic Fluid Quantity Measurement in Dynamic Vehicular Applications A Support Vector Machine Approach /

• Main Authors: Terzic, Jenny (Author), Terzic, Edin (Author), Nagarajah, Romesh (Author), Alamgir, Muhammad (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Heidelberg : Springer International Publishing : Imprint: Springer, 2013.
• Subjects: Engineering.; Artificial intelligence.; Physical measurements.; Measurement.; Fluid mechanics.; Automotive engineering.; Automotive Engineering.; Engineering Fluid Dynamics.; Measurement Science and Instrumentation.; Artificial Intelligence (incl. Robotics).

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...

Table of Contents:

• 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.