Improved Line Tracking System for Autonomous Navigation of High-Speed Vehicle

Line tracking navigation is one of the most widely techniques used in the robot navigation. In this paper, a customized line tracking system is proposed for autonomous navigation of high speed vehicles. In the presented system, auxiliary information -in addition to the road path- is added to the tracking lines such as locations of turn and intersections in the real roads. Moreover, the geometric position of line sensors is re-designed enables the high rate sensing with higher reliability. Finally, a light-weight navigation algorithm is proposed allow the high-speed movement using a reasonable processing power. This system is implemented on a MIPS-based embedded processor and experimental results with this embedded system show more than 98% accuracy at 200km/h with a 1GHz processor is viable. DOI: http://dx.doi.org/10.11591/ijra.v1i3.766

[1]  Claus Brenner,et al.  EXTRACTING LANDMARKS FOR CAR NAVIGATION SYSTEMS USING EXISTING GIS DATABASES AND LASER SCANNING , 2003 .

[2]  Loh Poh Chuan,et al.  An RFID warehouse robot , 2007, 2007 International Conference on Intelligent and Advanced Systems.

[3]  Ali Jahanian,et al.  Landmark-based Car Navigation with Overtake Capability in Multi-agent Environments , 2012, ICAART.

[4]  Robert Piche,et al.  Uninterrupted portable car navigation system using GPS, map and inertial sensors data , 2009, 2009 IEEE 13th International Symposium on Consumer Electronics.

[5]  Antonio Abreu,et al.  A HYBRID MAPPING APPROACH FOR MOBILE ROBOTS , 2003 .

[6]  Matthew Turk,et al.  VITS-A Vision System for Autonomous Land Vehicle Navigation , 1988, IEEE Trans. Pattern Anal. Mach. Intell..

[7]  Leopoldo Armesto,et al.  Automation of industrial vehicles: A vision-based line tracking application , 2009, 2009 IEEE Conference on Emerging Technologies & Factory Automation.

[8]  Yong Chen,et al.  A Design of Autonomous Tracing in Intelligent Vehicle Based on Infrared Photoelectric Sensor , 2009, 2009 International Conference on Information Engineering and Computer Science.

[9]  D. Sivaraj,et al.  Design of Automatic Steering Control and Adaptive Cruise Control of Smart Car , 2011 .

[10]  N. M. Arshad,et al.  Single infra-red sensor technique for line-tracking autonomous mobile vehicle , 2011, 2011 IEEE 7th International Colloquium on Signal Processing and its Applications.

[11]  Claus Brenner,et al.  Automatic Generation and Application of Landmarks in Navigation Data Sets , 2004, SDH.

[12]  MERCEDEH SANJABI,et al.  A Landmark-Based Navigation System for High Speed Cars in the Roads with Branches , 2009, Int. J. Inf. Acquis..

[13]  Bum-Jae You,et al.  Visual navigation for indoor mobile robots using a single camera , 2005, 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[14]  Takashi Nakagawa,et al.  Design of a Car Navigation System that Predicts User Destination , 2006, 7th International Conference on Mobile Data Management (MDM'06).

[15]  Minhas Thaker GPS based autonomous car navigation system , 2011 .

[16]  Roberta Fracchia,et al.  Knowing vehicles location HELPS avoiding broadcast packets storm , 2006, Fourth Annual IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOMW'06).