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In the present paper, the vehicle status and operation data were acquired by vehicle\u2010borne and roadside units of electronic registration identification of motor vehicles. In addition, a motion model and an identification system for the single\u2010vehicle lane\u2010change process were established by mobile edge computing and self\u2010organizing feature mapping. Two scenarios were modeled and tested: lane change with no vehicles in the target lane and lane change with vehicles in the target lane. It was found that the proposed method successfully identified the stochastic parameters in the process of driving trajectory simulation, and the standard deviation between simulation and the measured results obeyed a normal distribution. The proposed methods can provide significant practical information for improving the data processing efficiency in automated driving applications, for solving single\u2010vehicle lane\u2010change applications, and for promoting the formation of a closed loop from sensing to service.<\/jats:p>","DOI":"10.1155\/2021\/8884390","type":"journal-article","created":{"date-parts":[[2021,1,7]],"date-time":"2021-01-07T19:21:13Z","timestamp":1610047273000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Stochastic Parameter Identification Method for Driving Trajectory Simulation Processes Based on Mobile Edge Computing and Self\u2010Organizing Feature Mapping"],"prefix":"10.1155","volume":"2021","author":[{"given":"Jingfeng","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4084-4027","authenticated-orcid":false,"given":"Zhiyong","family":"Luo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nanfeng","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jinchao","family":"Xiao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Honggang","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shengpei","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaosong","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2671-5886","authenticated-orcid":false,"given":"Ming","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2021,1,7]]},"reference":[{"key":"e_1_2_10_1_2","doi-asserted-by":"publisher","DOI":"10.1155\/2019\/8616215"},{"key":"e_1_2_10_2_2","first-page":"78","article-title":"Design of parking management system based on the electronic registration identification","volume":"28","author":"Jiang H.","year":"2016","journal-title":"China Science and Technology Information"},{"key":"e_1_2_10_3_2","first-page":"24","article-title":"Application and research of the electronic registration identification in traffic management field","volume":"33","author":"Wu R.","year":"2017","journal-title":"Police Technology"},{"key":"e_1_2_10_4_2","first-page":"48","article-title":"Intelligent transportation system development strategy for future intelligent society","volume":"37","author":"Tao Y.","year":"2016","journal-title":"Science & Technology Review"},{"key":"e_1_2_10_5_2","first-page":"140","article-title":"A Review of application of driving simulation technology in R&D of vehicular intelligence technology","volume":"34","author":"Lang W.","year":"2017","journal-title":"Journal of Highway and Transportation Research and Development"},{"key":"e_1_2_10_6_2","first-page":"91","article-title":"The application of the electronic registration identification in public security traffic management","volume":"32","author":"Zuo C.","year":"2017","journal-title":"Transportation Enterprise Management"},{"key":"e_1_2_10_7_2","first-page":"68","article-title":"The application and practice of the electronic registration identification","volume":"7","author":"Sun Z. 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