The traditional path planning and selection system is based on a single target object to select the access road,which is often prone to problems such as path overlap,many nodes,and great safety hazards,and causes risks such as road path overlap.In order to obtain the optimal travel path of vehicles on congested roads in the IoT environment,this study designs and proposes a "distributed" multi-objective optimization algorithm for optimal vehicle travel paths under complex congested road conditions.By calculating the pheromone of vehicle driving conditions in the IoT environment,an algorithm model is constructed to deduce the development trend of the pheromone of the optimal passage of vehicles on the congested road,and the optimal information of the repeated route of the congested road is calibrated.Therefore,the feasible path for vehicles on the congested road based on the local optimum and the overall optimum is selected.After the optimal road expansion operation and the optimization analysis of the pass path refinement,in the simulated operating environment,the test verifies the rationality,safety and economy of the algorithm optimization scheme and the optimal pass path under the decision support.
Key words
distributed algorithm model /
optimal path planning /
pheromone /
JTS framework /
coupling test
{{custom_sec.title}}
{{custom_sec.title}}
{{custom_sec.content}}
References
[1] 王丽君,颜佳,韩涛,等.车联网协作通信移动接入点选择算法[J].华中科技大学学报,2019,47(6):4145,68.
[2] 杨玲敏,佘日辉,王红,等.随机时变特征下基于行程时间的路径选择算法[J].交通运输系统工程与信息,2017,17(5):122128,143.
[3] 李一清.移动智能导航最短路径自动选择算法研究[J].自动化与仪器仪表,2019(4):126128,133.
[4] 李睿,余剑峰,林亚平,等.基于公交网和道路交通网的出行线路选择算法研究[J].湖南大学学报,2008(10):8084.
[5] Yu X,Guo H.A Survey on IIoT Security[C]//2019 IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS).Singapore: IEEE,2019:15.
[6] Zhou W,Jia Y,Peng A,et al.The Effect of IoT New Features on Security and Privacy:New Threats,Existing Solutions,and Challenges Yet to Be Solved[J].IEEE Internet of Things Journal,2019,6(2):16061616.
[7] Zheng X,Xu C,Hu X,et al.The Software/Hardware Codesign and Implementation of SM2/3/4 Encryption/Decryption and Digital Signature System[J].IEEE Transactions on ComputerAided Design of Integrated Circuits and Systems,2019(99):1.
[8] 王鑫,陈建凯,翟俊海.区间值属性单调决策树算法的扩展[J].计算机工程与科学,2020,42(3):557563.
[9] 郭彦鹏,胡文龙.差值扩展算法嵌入容量的研究与改进[J].电子科技,2015,28(11):3336.
[10] 张星,李清泉,方志祥,等.顾及地标与道路分支的行人导航路径选择算法[J].武汉大学学报,2013,38(10):12391242,1252.