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
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