Title :
Data acquisition and processing of multi-layer laser radar in intelligent vehicle
Author :
Duan Jianmin ; Yang Guangzu ; Shi Lixiao ; Zhou Junjing ; Liang Kunlun
Author_Institution :
Intell. Meas. & Control Lab., Beijing Univ. of Technol., Beijing, China
Abstract :
In the research of intelligent vehicle, multi-layer laser radar can provide important information for perceptual system of the intelligent vehicle. The important information come from the system of data acquisition and processing. This paper describes the multi-layer laser radar. A data acquisition and display software is developed by using multi-threading technology in visual C++ 2008 and image technology in OpenCV, In the data processing, adopting the median filtering algorithm to preprocess data, using the algorithm based-on weighted distance threshold to cluster and making use of Kalman filtering algorithm to track the target. Experiment results show the software is reliable and practical, the algorithm is appropriate and effective, which can provide reliable information of obstacle for intelligent vehicle.
Keywords :
Kalman filters; automated highways; data acquisition; median filters; multi-threading; optical radar; target tracking; Kalman filtering algorithm; OpenCV; data acquisition; data processing; display software; image technology; intelligent vehicle; median filtering algorithm; multilayer laser radar; multithreading technology; target tracking; visual C++ 2008; weighted distance threshold; Data acquisition; Intelligent vehicles; Laser radar; Measurement by laser beam; Radar tracking; Surface emitting lasers; Data acquisition; Data processing; Intelligent Vehicle; Multi-layer laser radar;
Conference_Titel :
Control Conference (CCC), 2013 32nd Chinese
Conference_Location :
Xi´an