Connected vehicles and fully automated driving systems are the main objectives of the future transportation system. A safe interactive system that interacts with people and things is essential to achieve these objectives. In this context, a crowd intelligence system plays a key role in interactive system development. Crowd intelligence is a combined method of data collection, integration and analysis from devices such as the smartphones, wearables, vehicles and a wide range of Internet of Things applications to use them as sensors. This collective feedback-driven interactive method is opportunistic for the development of the future transportation system. In this study, a survey is conducted considering crowd-intelligence techniques for the transportation system. From this survey, various challenges of the intelligent transportation system have been outlined and crowd-intelligent solutions have been discussed. A layered structure of transportation system architecture is suggested considering various problems in each layer and its crowd-intelligent solutions. The crowd-intelligence-based mobility, traffic control, traffic prediction, parking solutions have been discussed in this survey. Moreover, the importance of crowd-intelligent techniques and its applicability is discussed for sustainable development of futuristic transport infrastructure.
Crowd intelligence for sustainable futuristic intelligent transportation system: a review
IET Intelligent Transport Systems ; 14 , 6 ; 480-494
2020-04-08
15 pages
Aufsatz (Zeitschrift)
Elektronische Ressource
Englisch
road vehicles , Internet , intelligent transportation systems , crowd-intelligent solutions , sustainable futuristic intelligent transportation system , crowd-intelligence-based mobility , crowd intelligence system , crowd-intelligence techniques , crowd-intelligent techniques , sustainable development , transportation system architecture , smart phones , collective feedback-driven interactive method , mobile computing , interactive system development , fully automated driving systems
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