TY - JOUR
T1 - Path planning for autonomous vehicles using QZSS and satellite visibility map
AU - Kitamura, Mitsunori
AU - Yasuoka, Yoichi
AU - Suzuki, Taro
AU - Amano, Yoshiharu
AU - Hashizume, Takumi
PY - 2013/4
Y1 - 2013/4
N2 - This paper describes a path planning method that uses the Quasi-Zenith Satellites System (QZSS) and a satellite visibility map for autonomous vehicles. QZSS is a positioning system operated by Japan that has an effect similar to an increase in the number of GPS satellites. Therefore, QZSS can be used to improve the availability of GPS positioning. A satellite visibility map is a special map that simulates the number of visible satellites at all points on the map. The vehicle can use the satellite visibility map to determine the points that receive more satellite signals. The proposed method generates the artificial potential fields from the satellite visibility map and obstacle information around the vehicle, and it generates the path following the potential fields. Thereby, the vehicle can select the path that has more satellite signals, improving the availability of GPS fixed solutions. Hence, the vehicle can reduce the accumulated error by dead reckoning, and it can improve the safety of self-control. In this study, we evaluate the satellite visibility maps and the path planning method. The results show that the proposed method does improve the availability of GPS fixed solutions.
AB - This paper describes a path planning method that uses the Quasi-Zenith Satellites System (QZSS) and a satellite visibility map for autonomous vehicles. QZSS is a positioning system operated by Japan that has an effect similar to an increase in the number of GPS satellites. Therefore, QZSS can be used to improve the availability of GPS positioning. A satellite visibility map is a special map that simulates the number of visible satellites at all points on the map. The vehicle can use the satellite visibility map to determine the points that receive more satellite signals. The proposed method generates the artificial potential fields from the satellite visibility map and obstacle information around the vehicle, and it generates the path following the potential fields. Thereby, the vehicle can select the path that has more satellite signals, improving the availability of GPS fixed solutions. Hence, the vehicle can reduce the accumulated error by dead reckoning, and it can improve the safety of self-control. In this study, we evaluate the satellite visibility maps and the path planning method. The results show that the proposed method does improve the availability of GPS fixed solutions.
KW - GPS
KW - Path planning
KW - QZSS
KW - Satellite visibility map
UR - http://www.scopus.com/inward/record.url?scp=84876277304&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84876277304&partnerID=8YFLogxK
U2 - 10.20965/jrm.2013.p0400
DO - 10.20965/jrm.2013.p0400
M3 - Article
AN - SCOPUS:84876277304
SN - 0915-3942
VL - 25
SP - 400
EP - 407
JO - Journal of Robotics and Mechatronics
JF - Journal of Robotics and Mechatronics
IS - 2
ER -