交通运输工程与信息学报

[1]公安部交通管理科学研究所. 2020年道路交通事故统计年报[R].无锡：公安部交通管理科学研究所，2020.

[2]中国公路学会，中国汽车工程学会，中国通信学会.车路协同自动驾驶系统（车路云一体化系统）协同发展框架[R].北京：中国公路学会，中国汽车工程学会，中国通信学会，2023.

[3]李松,张开碧,李永福,等.理想诱导环境下的网联车与网联自动驾驶车混合交通流建模研究[J].交通运输工程与信息学报, 2023, 21(3):31-58.LI Song, ZHANG Kaibi, LI Yongfu, et al. Modeling a mixed traffic flow of connected vehicles and connected autonomous vehicles in an ideal induction environment[J]. Journal of Transportation Engineering and Information, 2023, 21(3):31-58.

[4]卢春房,马成贤,江媛,等.中国车路协同产业研究与发展对策建议[J].中国公路学报, 2023, 36(3):225-233.LU Chunfang, MA Chengxian, JIANG Yuan, et al. Countermeasure suggestions of development and research for vehicle infrastructure cooperation industry in China[J].China Journal of Highway and Transport, 2023, 36(3):225-233.

[5]张毅,裴华鑫,姚丹亚.车路协同环境下车辆群体协同决策研究综述[J].交通运输工程学报, 2022, 22(3):1-18.ZHANG Yi, PEI Huaxin, YAO Danya. Research review on cooperative decision-making for vehicle swarms in vehicle-infrastructure cooperative environment[J]. Journal of Traffic and Transportation Engineering, 2022, 22(3):1-18.

[6]杨晓光,赖金涛,张振,等.车路协同环境下的轨迹级交通控制研究综述[J].中国公路学报, 2023, 36(9):225-243.YANG Xiaoguang, LAI Jintao, ZHANG Zhen, et al. Review of trajectory based traffic control in a vehicle-infrastructure cooperative environment[J]. China Journal of Highway and Transport, 2023, 36(9):225-243.

[7] SAE International. Taxonomy and definitions for terms related to driving automation systems for on-road motor vehicles[R]. Warrendale:SAE International, 2018.

[8]陈超,吕植勇,付姗姗,等.国内外车路协同系统发展现状综述[J].交通信息与安全, 2011, 29(1):102-105, 109.CHEN Chao, LU Zhiyong, FU Shanshan, et al. Overview of the development in cooperative vehicle-infrastructure system home and abroad[J]. Journal of Transport Information and Safety, 2011, 29(1):102-105, 109.

[9] HIROSHI MAK. Smartway project[R]. 12thITS World Congress. San Francisco:Intelligent Transportation Society of America. 2005.

[10] SUB D. A control strategy of urban expressway under CVIS[J]. International Journal of Simulation:Systems,Science&Technology, 2016,17(6):30-34.

[11]清华大学智能产业研究院（AIR）.面向自动驾驶的车路协同关键技术与展望[R].北京：清华大学智能产业研究院（AIR）, 2021.

[12]宋晓琳,熊琦玮,曹昊天.基于轨迹预测的车辆协同碰撞预警仿真研究[J].湖南大学学报(自然科学版),2016, 43(10):1-7.SONG Xiaolin, XIONG Qiwei, CAO Haotian. Research and simulation on cooperative collision warning based on trajectory prediction[J]. Journal of Hunan University(Natural Sciences), 2016, 43(10):1-7.

[13] WU Q, ZHOU S, PAN C, et al. Performance analysis of cooperative intersection collision avoidance with CV2X communications[C]//2020 IEEE 20th International Conference on Communication Technology(ICCT).Nanning:IEEE, 2020:757-762.

[14] PASHA M, FAROOQ M U, YASMEEN T, et al. Vehicular collision avoidance at intersection using V2I communications for road safety[M]//Innovations in Computer Science and Engineering. Singapore:Springer, 2020:23-31.

[15] WANG P W, WU W X, DENG X H, et al. Novel cooperative collision avoidance model for connected vehicles[J]. Transportation Research Record:Journal of the Transportation Research Board, 2017, 2645(1):144-156.

[16]杨澜,马佳荣,赵祥模,等.基于车路协同的高速公路车辆碰撞预警模型[J].公路交通科技, 2017, 34(9):123-129.YANG Lan, MA Jiarong, ZHAO Xiangmo, et al. A vehicle collision warning model in expressway scenario based on vehicle-infrastructure cooperation[J]. Journal of Highway and Transportation Research and Development, 2017, 34(9):123-129.

[17] GUIZAR A, MANNONI V, POLI F, et al. LTE-V2X performance evaluation for cooperative collision avoidance(CoCA)systems[C]//2020 IEEE 92nd Vehicular Technology Conference(VTC2020-Fall). Victoria:IEEE,2020:1-5.

[18]刘锴,贾洁,刘超,等.车路协同环境下道路无信号交叉口防碰撞系统警示效果[J].中国公路学报, 2018, 31(4):222-230.LIU Kai, JIA Jie, LIU Chao, et al. Warning effectiveness of vehicle-to-infrastructure cooperative crossing collision prevention system at non-signal controlled intersection[J]. China Journal of Highway and Transport, 2018,31(4):222-230.

[19] MUSHTAQ A, HAQ I U, NABI W U, et al. Traffic flow management of autonomous vehicles using platooning and collision avoidance strategies[J]. Electronics, 2021,10(10):1221.

[20] DENG R, DI B, SONG L. Cooperative collision avoidance for overtaking maneuvers in cellular V2X-based autonomous driving[J]. IEEE Transactions on Vehicular Technology, 2019, 68(5):4434-4446.

[21] LYU N, WEN J, WU C. Novel time-delay side-collision warning model at non-signalized intersections based on vehicle-to-infrastructure communication[J]. International Journal of Environmental Research and Public Health,2021, 18(4):1520.

[22] XU Y, GE Y, WEI D, et al. V2V test scenario-study on intersection collision warning[C]//2021 IEEE 93rd Vehicular Technology Conference(VTC2021-Spring). Helsinki:IEEE, 2021:1-5.

[23] XIANG C, ZHANG L, XIE X, et al. Multi-sensor fusion algorithm in cooperative vehicle-infrastructure system for blind spot warning[J]. International Journal of Distributed Sensor Networks, 2022, 18(5):15501329221100412.

[24] MITROPOULOS G K, KARANASIOU I S, HINSBERGER A, et al. Wireless local danger warning:cooperative foresighted driving using intervehicle communication[J]. IEEE Transactions on Intelligent Transportation Systems, 2010, 11(3):539-553.

[25] KIM J. A study on the development of traffic safety risk information sharing technology through vehicle-road cooperation[C]//2021 IEEE International Conference on Consumer Electronics(ICCE). Las Vegas:IEEE, 2021:1-3.

[26] XIN C, DAN L, SHUO H. Research on deceleration early warning model based on V2X[C]//2020 12th International Conference on Measuring Technology and Mechatronics Automation(ICMTMA). Phuket:IEEE, 2020:318-321.

[27] LI H J, ZHAO G G, YANG Y F, et al. Characteristics of vehicle spatiotemporal diagram under the emergency braking warning[J]. Journal of South China University of Technology(Natural Science Edition), 2020, 48(7):76-84.

[28]伍毅平,李海舰,赵晓华,等.车路协同雾天预警系统对车辆运行生态特性的影响[J].交通运输工程学报,2021, 21(4):259-268.WU Yiping, LI Haijian, ZHAO Xiaohua, et al. Effect of fog weather warning system under cooperative vehicle infrastructure on vehicle operating eco-characteristics[J]. Journal of Traffic and Transportation Engineering,2021, 21(4):259-268.

[29] CHANG X, LI H, QIN L, et al. Evaluation of cooperative systems on driver behavior in heavy fog condition based on a driving simulator[J]. Accident Analysis&Prevention, 2019, 128:197-205.

[30] YOU X, LU J, XUE J. Safety early warning and control system of expressway confluence zone based on vehicleroad cooperation[C]//2022 14th International Conference on Measuring Technology and Mechatronics Automation(ICMTMA). Changsha:IEEE, 2022:236-241.

[31]陈昭彰,陈广辉,罗江,等.基于高速公路车路协同的主动安全防控预警系统[J].中国交通信息化, 2022(1):114-116.

[32] CHEN L W, CHOU P C. BIG-CCA:beacon-less, infrastructure-less, and GPS-less cooperative collision avoidance based on vehicular sensor networks[J]. IEEE Transactions on Systems, Man, and Cybernetics:Systems,2016, 46(11):1518-1528.

[33] BASJARUDDIN N C, KUSPRIYANTO K, SUHENDAR S, et al. Hardware simulation of automatic braking system based on fuzzy logic control[J]. Journal of Mechatronics, Electrical Power, and Vehicular Technology,2016, 7(1):1-6.

[34] BASJARUDDIN N C, MARGANA D B, KUSPRIYANTO K, et al. Hardware simulation of advanced driver assistance systems based on fuzzy logic[J]. International Review on Modelling and Simulations(IREMOS),2018, 11(1):24-31.

[35] BASJARUDDIN N C, KUSPRIYANTO K, SAEFUDIN D, et al. Hardware simulation of active lane keeping assist based on fuzzy logic[J]. Indonesian Journal of Electrical Engineering and Computer Science, 2017, 5(2):321.

[36] BASJARUDDIN N C, KUSPRIYANTO K, SAEFUDIN D, et al. Developing adaptive cruise control based on fuzzy logic using hardware simulation[J]. International Journal of Electrical and Computer Engineering(IJECE), 2014, 4(6):944-951.

[37] SUZUKI H, ISHIKURA T, MARUMO Y. Mitigation of rear-end collision risk based on intent inference of preceding car’s deceleration behavior[C]//2017 2nd IEEE International Conference on Intelligent Transportation Engineering(ICITE). Singapore:IEEE, 2017:194-197.

[38] MILANéS V, PéREZ J, GODOY J, et al. A fuzzy aid rear-end collision warning/avoidance system[J]. Expert Systems with Applications, 2012, 39(10):9097-9107.

[39] LI Y, WANG H, WANG W, et al. Evaluation of the impacts of cooperative adaptive cruise control on reducing rear-end collision risks on freeways[J]. Accident Analysis&Prevention, 2017, 98:87-95.

[40] LI Y, XING L, WANG W, et al. Evaluating impacts of different longitudinal driver assistance systems on reducing multi-vehicle rear-end crashes during small-scale inclement weather[J]. Accident Analysis&Prevention,2017, 107:63-76.

[41] YAO Z, HU R, JIANG Y, et al. Stability and safety evaluation of mixed traffic flow with connected automated vehicles on expressways[J]. Journal of Safety Research,2020, 75:262-274.

[42] DAI Y, YANG Y, ZHONG H, et al. Stability and safety of cooperative adaptive cruise control vehicular platoon under diverse information flow topologies[J]. Wireless Communications and Mobile Computing, 2022(28):4534692.

[43] LIU Y, XU B, DING Y. Convergence analysis of cooperative braking control for interconnected vehicle systems[J]. IEEE Transactions on Intelligent Transportation Systems, 2017, 18(7):1894-1906.

[44]郑元,张羽,何蜀燕,等.多源时变延误下考虑信息同步的智能网联车队控制策略[J].交通运输工程与信息学报, 2022, 20(2):25-41.ZHENG Yuan, ZHANG Yu, HE Shuyan, et al. Control strategy for connected and automated vehicle platoon considering information synchronization under timevarying delays of multiple sources[J]. Journal of Transportation Engineering and Information, 2022, 20(2):25-41.

[45] CHEN D, SUN D H, LI Y, et al. Robust stabilization and H∞control of cooperative driving system with time delay in variable speed-limited area from cyber-physical perspective[J]. Asian Journal of Control, 2020, 22(1):373-387.

[46]李海舰,刘中华,陈开群,等.高速公路风险防控设施应用研究综述与展望[J].交通运输工程与信息学报,2024, 22(1):54-78.LI Haijian, LIU Zhonghua, CHEN Kaiqun, et al. Overview and prospect of the application of risk prevention and control facilities on freeways[J]. Journal of Transportation Engineering and Information, 2024, 22(1):54-78.

[47] MAO P, JI X, QU X, et al. A variable speed limit control based on variable cell transmission model in the connecting traffic environment[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(10):17632-17643.

[48] LI Y, XU C, XING L, et al. Integrated cooperative adaptive cruise and variable speed limit controls for reducing rear-end collision risks near freeway bottlenecks based on micro-simulations[J]. IEEE Transactions on Intelligent Transportation Systems, 2017, 18(11):3157-3167.

[49]仝秋红,曹扬,柴国庆,等.车路协同信息融合的智能汽车行驶状态模糊评判[J].中国公路学报, 2022, 35(6):254-264.TONG Qiuhong, CAO Yang, CHAI Guoqing, et al.Fuzzy evaluation of an intelligent-vehicle driving state based on a vehicle-road collaborative information fusion[J]. China Journal of Highway and Transport, 2022, 35(6):254-264.

[50] SAIPRASERT C, THAJCHAYAPONG S, PHOLPRASIT T, et al. Driver behaviour profiling using smartphone sensory data in a V2I environment[C]//2014 International Conference on Connected Vehicles and Expo(ICCVE). Vienna:IEEE, 2014:552-557.

[51]吕能超,王玉刚,周颖,等.道路交通安全分析与评价方法综述[J].中国公路学报, 2023, 36(4):183-201.LYU Nengchao, WANG Yugang, ZHOU Ying, et al. Review of road traffic safety analysis and evaluation methods[J]. China Journal of Highway and Transport, 2023,36(4):183-201.

[52] ZHANG J, ZHONG G, QIAO L L, et al. Modeling for single lane car-following safe distance under the environment of intelligent vehicle-infrastructure cooperation systems[C]//15th COTA International Conference of Transportation Professionals, Beijing:ASCE, 2015:455-465.

[53] LI T, WU J, CHAN C Y, et al. A cooperative lane change model for connected and automated vehicles[J]. IEEE Access, 2020, 8:54940-54951.

[54] ZHU Y, ZHAO K, LI H, et al. Trajectory planning algorithm using Gauss pseudo-spectral method based on vehicle-infrastructure cooperative system[J]. International Journal of Automotive Technology, 2020, 21(4):889-901.

[55] WU W, SUN R, LI Y, et al. Cooperative U-turn merging behaviors and their impacts on road traffic in CVIS environment[J]. Journal of Advanced Transportation, 2020:4158569.

[56] FARAH H, KOUTSOPOULOS H N. Do cooperative systems make drivers’car-following behavior safer?[J].Transportation Research Part C:Emerging Technologies, 2014, 41:61-72.

[57] FARAH H, KOUTSOPOULOS H N, SAIFUZZAMAN M, et al. Evaluation of the effect of cooperative infrastructure-to-vehicle systems on driver behavior[J].Transportation Research Part C:Emerging Technologies, 2012, 21(1):42-56.

[58]李雪玮,赵晓华,李振龙,等.基于雾天高速车路协同模拟驾驶的驾驶人视觉信息加工模式[J].华南理工大学学报(自然科学版), 2021, 49(3):131-138, 148.LI Xuewei, ZHAO Xiaohua, LI Zhenlong, et al. Driver’s visual information processing mode in foggy highway cooperative vehicle-infrastructure system environment based on simulated driving[J]. Journal of South China University of Technology(Natural Science Edition),2021, 49(3):131-138, 148.

[59] LIU J, CAI B G, WANG J. Cooperative localization of connected vehicles:integrating GNSS with DSRC using a robust cubature Kalman filter[J]. IEEE Transactions on Intelligent Transportation Systems, 2017, 18(8):2111-2125.

[60]吴明先,许甜,刘建蓓,等.基于高频高精度定位信息的车辆轮廓冲突瞬时预测方法[J].中国公路学报,2019, 32(6):105-113.WU Mingxian, XU Tian, LIU Jianbei, et al. Instantaneous prediction of vehicle outline conflict using highfrequency and high-precision position information[J].China Journal of Highway and Transport, 2019, 32(6):105-113.

[61] QIAN X, GREGOIRE J, MOUTARDE F, et al. Prioritybased coordination of autonomous and legacy vehicles at intersection[C]//17th International IEEE Conference on Intelligent Transportation Systems(ITSC). Qingdao:IEEE, 2014:1166-1171.

[62] ZHOU G, MAO L, BAO T, et al. Construction of realtime dynamic reversible lane safety control model in intelligent vehicle infrastructure cooperative system[J].Applied Artificial Intelligence, 2023, 37(1):2177009

[63] ALONSO J, MILANéS V, PéREZ J, et al. Autonomous vehicle control systems for safe crossroads[J]. Transportation Research Part C:Emerging Technologies, 2011, 19(6):1095-1110.

[64] LONG K, MA C, JIANG Z, et al. Integrated optimization of traffic signals and vehicle trajectories at intersection with the consideration of safety during signal change[J]. IEEE Access, 2020, 8:170732-170741.

[65] REY D, LEVIN M W. Blue phase:Optimal network traffic control for legacy and autonomous vehicles[J]. Transportation Research Part B:Methodological, 2019, 130:105-129.

[66] AOKI S, RAJKUMAR R. V2V-based synchronous intersection protocols for mixed traffic of human-driven and self-driving vehicles[C]//2019 IEEE 25th International Conference on Embedded and Real-Time Computing Systems and Applications(RTCSA). Hangzhou:IEEE,2019:1-11.

[67] CAI M, XU Q, CHEN C, et al. Multi-lane unsignalized intersection cooperation with flexible lane direction based on multi-vehicle formation control[J]. IEEE Transactions on Vehicular Technology, 2022, 71(6):5787-5798.

[68] STRYSZOWSKI M, LONGO S, VELENIS E, et al. A framework for self-enforced interaction between connected vehicles:intersection negotiation[J]. IEEE Transactions on Intelligent Transportation Systems, 2021, 22(11):6716-6725.

[69] WANG H M, MOLNáR T G, AVEDISOV S S, et al.Conflict analysis for cooperative merging using V2X communication[C]//2020 IEEE Intelligent Vehicles Symposium(IV). Las Vegas:IEEE, 2020:1538-1543.

[70] YE S, FANG W, FU Y, et al. Dynamic time window intersection scheduling algorithm based on RSU and high precision map[C]//International Conference on Intelligent Transportation Engineering. Singapore:Springer,2022:113-129.

[71] XU B, LI S E, BIAN Y, et al. Distributed conflict-free cooperation for multiple connected vehicles at unsignalized intersections[J]. Transportation Research Part C:Emerging Technologies, 2018, 93:322-334.

[72] CAI B, ZHENG Z, SHANGGUAN W, et al. Unsignalized cooperative optimization control method based on vehicle speed guidance and information interaction[C]//17th International IEEE Conference on Intelligent Transportation Systems(ITSC). Qingdao:IEEE, 2014:57-62.

[73] CHEN R, HU J, LEVIN M W, et al. Stability-based analysis of autonomous intersection management with pedestrians[J]. Transportation Research Part C:Emerging Technologies, 2020, 114:463-483.

[74] LI Y, LIU Q. Intersection management for autonomous vehicles with vehicle-to-infrastructure communication[J]. PLoS One, 2020, 15(7):e0235644.

[75]陆建,程泽阳.道路交通网络安全风险辨识研究进展[J].东南大学学报(自然科学版), 2019, 49(2):404-412.LU Jian, CHENG Zeyang. Research and development of road traffic network security risk identification[J]. Journal of Southeast University(Natural Science Edition),2019, 49(2):404-412.

[76]程学庆,李月,舒继承,等.高速铁路运营安全风险管理研究[J].交通运输工程与信息学报, 2015, 13(4):23-28.CHENG Xueqing, LI Yue, SHU Jicheng, et al. Research of high speed railway operational safety risk management[J]. Journal of Transportation Engineering and Information, 2015, 13(4):23-28.

[77]高鹏,唐昭,杨坤洪,等.城市轨道交通运营设备安全风险评价[J].交通运输工程与信息学报, 2020, 18(1):91-98.GAO Peng, TANG Zhao, YANG Kunhong, et al. Safety risk assessment of urban rail transit operation equipment[J]. Journal of Transportation Engineering and Information, 2020, 18(1):91-98.

[78]王建强,吴剑,李洋.基于人-车-路协同的行车风险场概念、原理及建模[J].中国公路学报, 2016, 29(1):105-114.WANG Jianqiang, WU Jian, LI Yang. Concept, principle and modeling of driving risk field based on driver-vehicle-road interaction[J]. China Journal of Highway and Transport, 2016, 29(1):105-114.

[79]田野,裴华鑫,晏松,等.车路协同环境下行车风险场模型的扩展与应用[J].清华大学学报(自然科学版),2022, 62(3):447-457.TIAN Ye, PEI Huaxin, YAN Song, et al. Extended driving risk field model for i-VICS and its application[J].Journal of Tsinghua University(Science and Technology), 2022, 62(3):447-457.

[80] WANG J, WU J, LI Y. The driving safety field based on driver-vehicle-road interactions[J]. IEEE Transactions on Intelligent Transportation Systems, 2015, 16(4):2203-2214.

[81]熊坚,施锦浩,万华森.人车路综合风险场模型构建及驾驶风格评估[J].交通运输系统工程与信息, 2021, 21(6):105-114.XIONG Jian, SHI Jinhao, WAN Huasen. Modeling of driver-vehicle-road integrated risk field and driving style assessment[J]. Journal of Transportation Systems Engineering and Information Technology, 2021, 21(6):105-114.

[82] WANG J, WU J, ZHENG X, et al. Driving safety field theory modeling and its application in pre-collision warning system[J]. Transportation Research Part C:Emerging Technologies, 2016, 72:306-324.

[83] SON Y S, KIM W. Cooperation-based risk assessment prediction for rear-end collision avoidance in autonomous lane change maneuvers[J]. Actuators, 2022, 11(4):98.

[84] THEMANN P, KOTTE J, RAUDSZUS D, et al. Impact of positioning uncertainty of vulnerable road users on risk minimization in collision avoidance systems[C]//2015 IEEE Intelligent Vehicles Symposium(IV). Seoul:IEEE, 2015:1201-1206.

[85] CHEN K P, HSIUNG P A. Vehicle collision prediction under reduced visibility conditions[J]. Sensors, 2018, 18(9):3026.

[86] LACHAPELLE D, HUMPHREYS T, NARULA L, et al.Automotive collision risk estimation under cooperative sensing[C]//ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP). Barcelona:IEEE, 2020:9200-9204.

[87] TAK S, YOON J, WOO S, et al. Sectional informationbased collision warning system using roadside unit aggregated connected-vehicle information for a cooperative intelligent transport system[J]. Journal of Advanced Transportation,2020:1528028.

[88] CHEN C, XIANG H, QIU T, et al. A rear-end collision prediction scheme based on deep learning in the internet of vehicles[J]. Journal of Parallel and Distributed Computing, 2018, 117:192-204.

[89] WANG W, ZHENG M, WAN J, et al. Advanced driver assistance systems and risk identification in cooperative vehicle infrastructure system environment[C]//2019 5th International Conference on Transportation Information and Safety(ICTIS). Liverpool:IEEE, 2019:337-343.

[90] YU K, PENG L, DING X, et al. Prediction of instantaneous driving safety in emergency scenarios based on connected vehicle basic safety messages[J]. Journal of Intelligent and Connected Vehicles, 2019, 2(2):78-90.

[91]孙川,吴超仲,褚端峰,等.弯道安全车速计算改进模型研究[J].中国公路学报, 2015, 28(8):101-108.SUN Chuan, WU Chaozhong, CHU Duanfeng, et al. Improved model study of safety speed calculation in curves[J]. China Journal of Highway and Transport, 2015, 28(8):101-108.

[92] HE Y, YAN X, LU X Y, et al. Rollover risk assessment and automated control for heavy duty vehicles based on vehicle-to-infrastructure information[J]. IET Intelligent Transport Systems, 2019, 13(6):1001-1010.

[93] CAI B, WANG C, SHANGGUAN W, et al. Research of information interaction simulation method in Cooperative Vehicle Infrastructure System[C]//17th International IEEE Conference on Intelligent Transportation Systems(ITSC). Qingdao:IEEE, 2014:45-50.

[94] EBERT J, NEWTON O, O’REAR J, et al. Leveraging aviation risk models to combat cybersecurity threats in vehicular networks[J]. Information, 2021, 12(10):390.

[95] DUARTE E K, DA COSTA L A L F, ERNEBERG M, et al. SafeSmart:a VANET system for faster responses and increased safety in time-critical scenarios[J]. IEEE Access, 2021, 9:151590-151606.

[96] COLL-PERALES B, SCHULTE-TIGGES J, RONDINONE M, et al. Prototyping and evaluation of infrastructure-assisted transition of control for cooperative automated vehicles[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(7):6720-6736.

[97] ZHU J, MA Y, LOU Y. Multi-vehicle interaction safety of connected automated vehicles in merging area:a realtime risk assessment approach[J]. Accident Analysis&Prevention, 2022, 166:106546.

[98] JIN W, ISLAM M, CHOWDHURY M. Risk-based merging decisions for autonomous vehicles[J]. Journal of Safety Research, 2022, 83:45-56.