LIANG Guohua, SHI Quan, LI Rui, et al. Impact of main parameters of merging area in highway on autonomous vehicles[J]. 2021, 53(9): 62-68.
DOI:
LIANG Guohua, SHI Quan, LI Rui, et al. Impact of main parameters of merging area in highway on autonomous vehicles[J]. 2021, 53(9): 62-68.DOI: 10.11918/202009089.
Impact of main parameters of merging area in highway on autonomous vehicles
In order to explore the adaptability of the existing merging area in highway to autonomous vehicles
the influence of the acceleration lane length and the visibility triangle angle of existing highway merging area on the automatic traffic flow was analyzed
and results were compared with those of traditional traffic flow. Based on the characteristics of autonomous vehicles in terms of perception
car-following
and lane-changing behaviors
as well as the collaboration with surrounding vehicles
the Krauss car-following model and LC2013 lane-changing model were improved to adapt to the characteristics of autonomous vehicles. According to the lane-changing characteristics of the vehicles
a formula was established for calculating the acceptable safety gap when changing lanes
and the car-following model parameters were adjusted while fulfilling the requirement of lane-changing safety. Results show that under the existing plane design parameters of merging area in highway
the safety
efficiency
and stability of automatic traffic flow were better than those of traditional traffic flow. Compared with traditional vehicles
the number of collisions of automatic traffic flow reduced by nearly 100%
average delay reduced by 60% to 71%
average vehicle speed increased by nearly 20%
and the speed was more stable. Under different plane design parameters of merging area
the number of collisions of automatic traffic flow was 0
the average delay was maintained at around 0.65 s
and the average speed was stable at 33-34 m/s. The existing plane design parameters of merging area in highway well adapted to the autonomous vehicles in terms of safety
efficiency
and stability
and the parameter values of the merging area had little effect on the autonomous vehicles.