Method and device for predicting pedestrian flow

A technology of people flow and prediction results, which is applied in the field of people flow prediction, can solve the problem of inability to accurately predict people flow, and achieve the effect of ensuring accuracy

Inactive Publication Date: 2019-09-10
智慧足迹数据科技有限公司
View PDF3 Cites 5 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The purpose of the embodiment of the present application is to provide a method and device for predicting the flow of people. When the prediction result cannot be obtained by using the ARIMA model, the linear regression model is used for prediction. No matter whe...

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
  • Method and device for predicting pedestrian flow
  • Method and device for predicting pedestrian flow
  • Method and device for predicting pedestrian flow

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0058] The technical solutions in the embodiments of the present application will be described below with reference to the drawings in the embodiments of the present application.

[0059] It should be noted that like numerals and letters denote similar items in the following figures, therefore, once an item is defined in one figure, it does not require further definition and explanation in subsequent figures. Meanwhile, in the description of the present application, the terms "first", "second" and the like are only used to distinguish descriptions, and cannot be understood as indicating or implying relative importance.

[0060] Please see figure 1 , figure 1 A schematic flow diagram of a method for predicting the flow of people provided by the embodiment of the present application, such as figure 1 As shown, the method may include the following steps:

[0061] Step S100: Obtain the historical traffic data of the target area to be measured and use it as the original data seq...

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 embodiment of the invention provides a method and a device for predicting pedestrian flow, and relates to the technical field of pedestrian flow prediction. The method for predicting the pedestrian flow comprises the following steps: predicting the pedestrian flow of a to-be-tested target area by utilizing the original data sequence and a preset ARIMA model to obtain a first prediction result;when the first prediction result shows that predicted visitor flow data cannot be generated or the predicted visitor flow data is displayed abnormally, predicting visitor flow of the to-be-detected target area according to the original data sequence and a preset linear regression model to obtain a second prediction result. Due to the fact that the change trend of the pedestrian flow is often uncertain, an accurate prediction result can be obtained no matter how large the change trend of the pedestrian flow changes or tends to be stable, and the accuracy of pedestrian flow prediction is improved.

Description

technical field [0001] The present application relates to the technical field of people flow prediction, in particular, to a method and device for predicting people flow. Background technique [0002] Because the amount of people flow and the change trend are easily disturbed and affected by external factors such as weather and other factors, once it is affected, the trend of increase or decrease of the number of people will change greatly, that is, the change trend of the flow of people is relatively large; but in some specific areas The changing trend of the flow of people at the same time every day is in a stable state. Commonly used algorithms for predicting the flow of people include simple average method, moving average method, and exponential smoothing method. [0003] Such as the moving average method, which can smooth out the impact of sudden fluctuations in the data on the forecast results. The larger the number of periods of the moving average method, the better ...

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
IPC IPC(8): G06Q10/04
CPCG06Q10/04
Inventor 雷天宇张岩李振军李士光冯丽君
Owner 智慧足迹数据科技有限公司
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

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

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap