DocumentCode :
2585908
Title :
Object recognition algorithm for adaptive cruise control of vehicles using laser scanning sensor
Author :
Lee, Choon-Young ; Lee, Ju-Jang
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Korea Adv. Inst. of Sci. & Technol., Taejon, South Korea
fYear :
2000
fDate :
2000
Firstpage :
305
Lastpage :
310
Abstract :
Not merely running at the designated constant speed as the classical cruise control, the adaptive cruise control (ACC) maintains safe headway distance when the front is blocked by other vehicles. One of the most essential part of ACC system is the range sensor which can measure the position and speed of all objects in front continuously, ignore all irrelevant objects, distinguish vehicles in different lanes and lock on to the closest vehicle in the same lane. In this paper, the hierarchical object recognition algorithm (HORA) is proposed to process raw scanning laser data and acquire valid distance to target vehicle. HORA contains two principal concepts. First, the concept of life quantifies the reliability of range data to filter off the spurious detection and preserve the missing target position. Second, the concept of conformation checks the mobility of each obstacle and tracks the position shift. The algorithm is emulated on computer and tested on line with our ACC vehicle
Keywords :
adaptive control; automotive electronics; laser ranging; object recognition; optical scanners; transport control; ACC system; HORA; adaptive cruise control; conformation; hierarchical object recognition algorithm; irrelevant objects; laser scanning sensor; missing target position preservation; mobility checking; position shift tracking; range data reliability; raw scanning laser data processing; safe headway distance; spurious detection; valid distance acquisition; vehicles; Adaptive control; Filters; Object recognition; Position measurement; Programmable control; Sensor systems; Target tracking; Testing; Vehicle safety; Velocity measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Transportation Systems, 2000. Proceedings. 2000 IEEE
Conference_Location :
Dearborn, MI
Print_ISBN :
0-7803-5971-2
Type :
conf
DOI :
10.1109/ITSC.2000.881074
Filename :
881074
Link To Document :
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