A model based vehicle detection and classification using magnetic sensor data
Jun Xing, Qi Zeng · Chalmers Publication Library (Chalmers University of Technology) · 2007
This thesis will describe an algorithm and experimental work for vehicle detection and classification using magnetic sensor data.The ideas are presented in the context of treating vehicle as a combination of magnetic dipoles.The key steps in this project include noise measurement, velocity estimation, model estimation and classification.Algorithms for various tasks are discussed with an emphasis on velocity and model estimation.Results based on experiments with real data are also reported.