Title :
Vision-based vehicles in Japan: machine vision systems and driving control systems
Author :
Tsugawa, Sadayuki
Author_Institution :
Mech. Eng. Lab., MITI, Ibaraki, Japan
fDate :
8/1/1994 12:00:00 AM
Abstract :
This paper surveys three intelligent vehicles developed in Japan, and in particular the configurations, the machine vision systems, and the driving control systems. The first one is the Intelligent Vehicle, developed since the mid 1970´s, which has a machine vision system for obstacle detection and a dead reckoning system for autonomous navigation on a compact car. The machine vision system with stereo TV cameras is featured by real time processing using hard-wired logic. The dead reckoning function and a new lateral control algorithm enable the vehicle to drive from a starting point to a goal. It drove autonomously at about 10 km/h while avoiding an obstacle. The second one is the Personal Vehicle System (PVS), developed in the late 1980´s, which is a comprehensive test system for a vision-based vehicle. The machine vision system captures lane markings at both road edges along which the vehicle is guided. The PVS has another machine vision system for obstacle detection with stereo cameras. The PVS drove at 10-30 km/h along lanes with turnings and crossings. The third one is the Automated Highway Vehicle System (AHVS) with a single TV camera for lane-keeping by PD control. The machine vision system uses an edge extraction algorithm to detect lane markings. The AHVS drove at 50 km/h along a lane with a large curvature
Keywords :
computer vision; intelligent control; mobile robots; road vehicles; stereo image processing; 10 to 30 km/h; 50 km/h; AHVS; Automated Highway Vehicle System; PD control; PVS; Personal Vehicle System; autonomous navigation; dead reckoning system; driving control systems; edge extraction; hard-wired logic; intelligent vehicles; lane markings detection; lane-keeping; machine vision system; obstacle detection; stereo TV cameras; vision-based vehicles; Cameras; Control systems; Dead reckoning; Intelligent vehicles; Machine vision; Remotely operated vehicles; Road vehicles; TV; Vehicle detection; Vehicle driving;
Journal_Title :
Industrial Electronics, IEEE Transactions on