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- W4211040970 endingPage "103909" @default.
- W4211040970 startingPage "103909" @default.
- W4211040970 abstract "In the intelligent transportation system (ITS), speed prediction plays a significant role in supporting vehicle routing and traffic guidance. Recently, a considerable amount of research has been devoted to a single-level (e.g., traffic or vehicle) prediction. However, a systematic review of speed prediction in and between different levels is still missing. In this article, existing research is comprehensively analyzed and divided into three levels, i.e. macro traffic, micro vehicles, and meso lane. In addition, this article summarizes the influencing factors and reviews the prediction methods based on how those methods utilize the available information to meet the challenges of the prediction at different levels. This is followed by a summary of evaluation metrics, public datasets, and open-source codes. Finally, future directions in this field are discussed to inspire and guide readers. This article aims to draw a complete picture of speed prediction and promote the development of ITS." @default.
- W4211040970 created "2022-02-13" @default.
- W4211040970 creator A5003126186 @default.
- W4211040970 creator A5008748435 @default.
- W4211040970 creator A5025362732 @default.
- W4211040970 creator A5046075101 @default.
- W4211040970 creator A5062636816 @default.
- W4211040970 creator A5074996561 @default.
- W4211040970 date "2022-03-01" @default.
- W4211040970 modified "2023-10-14" @default.
- W4211040970 title "A comprehensive study of speed prediction in transportation system: From vehicle to traffic" @default.
- W4211040970 cites W1968508709 @default.
- W4211040970 cites W1973943669 @default.
- W4211040970 cites W1982978808 @default.
- W4211040970 cites W1983883318 @default.
- W4211040970 cites W1991770012 @default.
- W4211040970 cites W1995814506 @default.
- W4211040970 cites W2002033255 @default.
- W4211040970 cites W2003820370 @default.
- W4211040970 cites W2004073866 @default.
- W4211040970 cites W2004353783 @default.
- W4211040970 cites W2015712999 @default.
- W4211040970 cites W2021153764 @default.
- W4211040970 cites W2040297119 @default.
- W4211040970 cites W2043530786 @default.
- W4211040970 cites W2047111123 @default.
- W4211040970 cites W2047493229 @default.
- W4211040970 cites W2068236440 @default.
- W4211040970 cites W2073177254 @default.
- W4211040970 cites W2074310496 @default.
- W4211040970 cites W2078379409 @default.
- W4211040970 cites W2079097800 @default.
- W4211040970 cites W2085592822 @default.
- W4211040970 cites W2089277853 @default.
- W4211040970 cites W2101545882 @default.
- W4211040970 cites W2136707818 @default.
- W4211040970 cites W2148881573 @default.
- W4211040970 cites W2220460425 @default.
- W4211040970 cites W2267720383 @default.
- W4211040970 cites W2280562613 @default.
- W4211040970 cites W2483705917 @default.
- W4211040970 cites W2504266609 @default.
- W4211040970 cites W2515170416 @default.
- W4211040970 cites W2532858102 @default.
- W4211040970 cites W2556405044 @default.
- W4211040970 cites W2561145466 @default.
- W4211040970 cites W2566257935 @default.
- W4211040970 cites W2569281615 @default.
- W4211040970 cites W2569843416 @default.
- W4211040970 cites W2575125657 @default.
- W4211040970 cites W2579495707 @default.
- W4211040970 cites W2593182953 @default.
- W4211040970 cites W2708015072 @default.
- W4211040970 cites W2782776684 @default.
- W4211040970 cites W2784715585 @default.
- W4211040970 cites W2789866888 @default.
- W4211040970 cites W2793820729 @default.
- W4211040970 cites W2799109291 @default.
- W4211040970 cites W2800843939 @default.
- W4211040970 cites W2801076471 @default.
- W4211040970 cites W2801939048 @default.
- W4211040970 cites W2884128153 @default.
- W4211040970 cites W2889230014 @default.
- W4211040970 cites W2889831443 @default.
- W4211040970 cites W2890672150 @default.
- W4211040970 cites W2891662583 @default.
- W4211040970 cites W2891776345 @default.
- W4211040970 cites W2899617249 @default.
- W4211040970 cites W2900105886 @default.
- W4211040970 cites W2900244798 @default.
- W4211040970 cites W2900489907 @default.
- W4211040970 cites W2901504064 @default.
- W4211040970 cites W2902792107 @default.
- W4211040970 cites W2903810994 @default.
- W4211040970 cites W2904025397 @default.
- W4211040970 cites W2904449562 @default.
- W4211040970 cites W2907874667 @default.
- W4211040970 cites W2914743966 @default.
- W4211040970 cites W2922426219 @default.
- W4211040970 cites W2922677020 @default.
- W4211040970 cites W2923528232 @default.
- W4211040970 cites W2935726879 @default.
- W4211040970 cites W2936797759 @default.
- W4211040970 cites W2938164876 @default.
- W4211040970 cites W2941560784 @default.
- W4211040970 cites W2941717697 @default.
- W4211040970 cites W2942392852 @default.
- W4211040970 cites W2951927893 @default.
- W4211040970 cites W2955447955 @default.
- W4211040970 cites W2959029806 @default.
- W4211040970 cites W2959716684 @default.
- W4211040970 cites W2960749694 @default.
- W4211040970 cites W2975262648 @default.
- W4211040970 cites W2978015417 @default.
- W4211040970 cites W2980537499 @default.
- W4211040970 cites W2994901268 @default.
- W4211040970 cites W2996451395 @default.
- W4211040970 cites W2997705255 @default.