{"title":"自动驾驶车辆交通的物理学","authors":"Boris S. Kerner","doi":"arxiv-2303.17733","DOIUrl":null,"url":null,"abstract":"We have found that a variety of phase transitions occurring between three\ntraffic phases (free flow (F), synchronized flow (S), and wide moving jam (J))\ndetermine the spatiotemporal dynamics of traffic consisting of 100%\nautomated-driving vehicles moving on a two-lane road with an on-ramp\nbottleneck. This means that three-phase traffic theory is a common framework\nfor the description of traffic states independent of whether human-driving or\nautomated-driving vehicles move in vehicular traffic. To prove this, we have\nstudied automated-driving vehicular traffic with the use of classical Helly's\nmodel (1959) widely applied for automated vehicle motion. Although dynamic\nrules of the motion of automated-driving vehicles in a road lane are\nqualitatively different from those of human-driving vehicles, we have revealed\nthat a free-flow-to-synchronized-flow transition (F$\\rightarrow$S transition)\nexhibits the nucleation nature, which was observed in empirical field data\nmeasured in traffic consisting of 100% human-driving vehicles. The physics of\nthe nucleation nature of the F$\\rightarrow$S transition in automated-driving\ntraffic is associated with a discontinuity in the rate of lane-changing that\ncauses the discontinuity in the rate of over-acceleration. This discontinuous\ncharacter of over-acceleration leads to both the existence and self-maintaining\nof synchronized flow at the bottleneck in automated-driving vehicular traffic\nas well as to the existence at any time instant of a range of highway\ncapacities between some minimum and maximum capacities. Within the capacity\nrange, an F$\\rightarrow$S transition can be induced; however, when the maximum\ncapacity is exceeded, then after some time-delay a spontaneous F$\\rightarrow$S\ntransition occurs at the bottleneck. The phases F, S, and J can coexist each\nother in space and time.","PeriodicalId":501231,"journal":{"name":"arXiv - PHYS - Cellular Automata and Lattice Gases","volume":"61 13","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Physics of Automated-Driving Vehicular Traffic\",\"authors\":\"Boris S. Kerner\",\"doi\":\"arxiv-2303.17733\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We have found that a variety of phase transitions occurring between three\\ntraffic phases (free flow (F), synchronized flow (S), and wide moving jam (J))\\ndetermine the spatiotemporal dynamics of traffic consisting of 100%\\nautomated-driving vehicles moving on a two-lane road with an on-ramp\\nbottleneck. This means that three-phase traffic theory is a common framework\\nfor the description of traffic states independent of whether human-driving or\\nautomated-driving vehicles move in vehicular traffic. To prove this, we have\\nstudied automated-driving vehicular traffic with the use of classical Helly's\\nmodel (1959) widely applied for automated vehicle motion. Although dynamic\\nrules of the motion of automated-driving vehicles in a road lane are\\nqualitatively different from those of human-driving vehicles, we have revealed\\nthat a free-flow-to-synchronized-flow transition (F$\\\\rightarrow$S transition)\\nexhibits the nucleation nature, which was observed in empirical field data\\nmeasured in traffic consisting of 100% human-driving vehicles. The physics of\\nthe nucleation nature of the F$\\\\rightarrow$S transition in automated-driving\\ntraffic is associated with a discontinuity in the rate of lane-changing that\\ncauses the discontinuity in the rate of over-acceleration. This discontinuous\\ncharacter of over-acceleration leads to both the existence and self-maintaining\\nof synchronized flow at the bottleneck in automated-driving vehicular traffic\\nas well as to the existence at any time instant of a range of highway\\ncapacities between some minimum and maximum capacities. Within the capacity\\nrange, an F$\\\\rightarrow$S transition can be induced; however, when the maximum\\ncapacity is exceeded, then after some time-delay a spontaneous F$\\\\rightarrow$S\\ntransition occurs at the bottleneck. The phases F, S, and J can coexist each\\nother in space and time.\",\"PeriodicalId\":501231,\"journal\":{\"name\":\"arXiv - PHYS - Cellular Automata and Lattice Gases\",\"volume\":\"61 13\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-03-30\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - PHYS - Cellular Automata and Lattice Gases\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2303.17733\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Cellular Automata and Lattice Gases","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2303.17733","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
We have found that a variety of phase transitions occurring between three
traffic phases (free flow (F), synchronized flow (S), and wide moving jam (J))
determine the spatiotemporal dynamics of traffic consisting of 100%
automated-driving vehicles moving on a two-lane road with an on-ramp
bottleneck. This means that three-phase traffic theory is a common framework
for the description of traffic states independent of whether human-driving or
automated-driving vehicles move in vehicular traffic. To prove this, we have
studied automated-driving vehicular traffic with the use of classical Helly's
model (1959) widely applied for automated vehicle motion. Although dynamic
rules of the motion of automated-driving vehicles in a road lane are
qualitatively different from those of human-driving vehicles, we have revealed
that a free-flow-to-synchronized-flow transition (F$\rightarrow$S transition)
exhibits the nucleation nature, which was observed in empirical field data
measured in traffic consisting of 100% human-driving vehicles. The physics of
the nucleation nature of the F$\rightarrow$S transition in automated-driving
traffic is associated with a discontinuity in the rate of lane-changing that
causes the discontinuity in the rate of over-acceleration. This discontinuous
character of over-acceleration leads to both the existence and self-maintaining
of synchronized flow at the bottleneck in automated-driving vehicular traffic
as well as to the existence at any time instant of a range of highway
capacities between some minimum and maximum capacities. Within the capacity
range, an F$\rightarrow$S transition can be induced; however, when the maximum
capacity is exceeded, then after some time-delay a spontaneous F$\rightarrow$S
transition occurs at the bottleneck. The phases F, S, and J can coexist each
other in space and time.