Download PDF by Rui Sun: An Integrated Solution Based Irregular Driving Detection

By Rui Sun

ISBN-10: 3319449257

ISBN-13: 9783319449258

This thesis introduces a brand new built-in set of rules for the detection of lane-level abnormal riding. to this point, there was little or no development within the skill to notice lane point abnormal using types, ordinarily because of an absence of excessive functionality positioning innovations and appropriate using trend popularity algorithms. The set of rules combines facts from the worldwide Positioning method (GPS), Inertial dimension Unit (IMU) and lane info utilizing complicated filtering tools. The car nation inside of a lane is expected utilizing a Particle filter out (PF) and a longer Kalman clear out (EKF). The country details is then used inside of a unique Fuzzy Inference method (FIS) established set of rules to discover forms of abnormal using. Simulation and box trial effects are used to illustrate the accuracy and reliability of the proposed abnormal using detection method.

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An Integrated Solution Based Irregular Driving Detection (Springer Theses) by Rui Sun

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