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Energy saving and emission reduction are of great importance for the development of transportation. Therefore, researchers should conduct precise measurements on energy consumption caused by vehicles to support the applications of green navigation. In most cases, energy consumption are resulted by vehicles driving on the roads, of which are numerous and great mobility and hard to be directly collected...