Supercharge Your Innovation With Domain-Expert AI Agents!

Matching method and device for GPS terminal and IC card terminal based on machine learning algorithm

A GPS terminal and machine learning technology, applied in machine learning, measuring devices, instruments, etc., can solve problems such as low accuracy and short time interval, and achieve the effect of improving accuracy

Active Publication Date: 2022-05-10
SHENZHEN MUNICIPAL DESIGN & RES INST
View PDF17 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In addition, the time interval between multiple buses on the same line entering the same stop is sometimes very short
Therefore, the accuracy of matching the GPS device and IC card device only according to "time point + threshold" is low

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Matching method and device for GPS terminal and IC card terminal based on machine learning algorithm
  • Matching method and device for GPS terminal and IC card terminal based on machine learning algorithm
  • Matching method and device for GPS terminal and IC card terminal based on machine learning algorithm

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0023] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0024] The flow charts shown in the drawings are just illustrations, and do not necessarily include all contents and operations / steps, nor must they be performed in the order described. For example, some operations / steps can be decomposed, combined or partly combined, so the actual order of execution may be changed according to the actual situation.

[0025] The invention discloses a matching method and device for a GPS terminal and an IC card ter...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses a matching method and device for a GPS terminal and an IC card terminal based on a machine learning algorithm, wherein the matching method includes: reading the GPS device arrival time stamp data table, the IC card swiping data table, and the corresponding relationship between the bus line and the GPS device Table data; preprocess the IC card swiping data table; clean the data in the IC card swiping data table; evaluate the similarity between the time series of IC card swiping equipment and GPS time series; according to the calculation results of the sequence similarity, Match the GPS device and the IC card device.

Description

technical field [0001] The invention relates to the technical field of matching between a GPS terminal and an IC card terminal, in particular to a method for matching a GPS terminal and an IC card terminal based on a machine learning algorithm. Background technique [0002] In recent years, IC card swiping equipment has been widely used in urban public transportation. The widespread use of IC card swiping equipment makes IC card swiping data a new way to obtain passenger flow data at low cost. However, the IC card equipment of the bus is installed by a third-party company, and there is no corresponding relationship table with the bus, which has caused great difficulties in obtaining the passenger flow at the station. [0003] In view of the fact that the GPS device and the IC card device each have a clock, in theory, as long as the corresponding relationship between the two clocks is obtained, the corresponding relationship between the IC card device and the bus can be dedu...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Patents(China)
IPC IPC(8): G01S19/13G01S19/37G06N20/00G07F7/08
CPCG01S19/13G01S19/37G07F7/08G06N20/00
Inventor 蔡明王波林翰冉雪峰张慧怡李宛瞳
Owner SHENZHEN MUNICIPAL DESIGN & RES INST
Features
  • R&D
  • Intellectual Property
  • Life Sciences
  • Materials
  • Tech Scout
Why Patsnap Eureka
  • Unparalleled Data Quality
  • Higher Quality Content
  • 60% Fewer Hallucinations
Social media
Patsnap Eureka Blog
Learn More

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2025 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com