Bus matching method and device based on long and short term memory network and gridding matching

• Main Authors: XIONG CHEN, CAI MING, CAI KAIXIN, ZENG DELONG, CHEN GUANXU
• Format: Patent
• Language: Chinese; English
• Published: 15.03.2022
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

The invention discloses a bus matching method and device based on a long and short term memory network and gridding matching, and the method comprises the steps: obtaining the track point data of a target user, dividing the track point of the target user into a plurality of track segments according to a time sequence, and obtaining the state information of each track point through the long and short term memory network; splicing the track segments, determining bus segments according to the state information of track points in the track segments obtained through splicing, and determining a bus getting-on and getting-off time table according to the bus segments; intercepting a user track corresponding to each section of bus of the target user according to the bus getting-on and getting-off time table, performing intersection calculation on the user track and the grid-processed bus GPS data, and determining bus information on the user track; and screening the bus information on the user track, and determining a