An Integrated Solution Based Irregular Driving Detection by Rui Sun PDF

By Rui Sun

ISBN-10: 3319449257

ISBN-13: 9783319449258

ISBN-10: 3319449265

ISBN-13: 9783319449265

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 riding types, usually as a result of a scarcity of excessive functionality positioning strategies and appropriate riding trend acceptance algorithms. The set of rules combines information from the worldwide Positioning method (GPS), Inertial size Unit (IMU) and lane details utilizing complex filtering tools. The car country inside a lane is envisioned utilizing a Particle filter out (PF) and a longer Kalman clear out (EKF). The kingdom info is then used inside of a unique Fuzzy Inference approach (FIS) dependent set of rules to observe varieties of abnormal riding. Simulation and box trial effects are used to illustrate the accuracy and reliability of the proposed abnormal riding detection method.

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Extra info for An Integrated Solution Based Irregular Driving Detection

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G. ionospheric delay) models to calculate the precise position of the user’s receiver antenna with a single GPS receiver, which can be dual or single frequency. Precise satellite orbit and clock information are obtained from the product to correct for the errors in satellite orbits and clocks. Also, sophisticated models for systematic biases are employed. All these methods enable PPP to provide positioning solutions to sub-metre accuracy. 2 below shows the errors or biases and their mitigation/correction for PPP.

A description of the trends in inertial sensor technology is offered in Barbour and Schmidt (2001). Historically, due to their high cost, size and power consumption, inertial sensors have mostly been used in high-end navigation systems for missiles, aircraft and marine applications. With the progress in Micro-Electromechanical System (MEMS) sensor technology, however, it has become possible to construct inertial sensors meeting the cost and size demands needed for low-cost commercial electronics, such as vehicle navigation systems.

2010). In the next section, therefore, in-car positioning technology, which is the underpinning technology for the detection of irregular driving, is reviewed. 2 In-Car Positioning One key issue which affects the performance of irregular driving detection systems based on positioning and orientation sensors is the limited access to high accuracy positioning. In this section, the lane level positioning technologies are reviewed, since it is the underpinning technology for irregular driving detection.

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An Integrated Solution Based Irregular Driving Detection by Rui Sun

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