Method for recommending signal timing scheme based on intersection similarity
A technology of signal timing and recommendation method, applied in the direction of controlling traffic signals, etc., can solve the problems of time-consuming, affecting the work efficiency of the scheme, and difficult to accurately reuse the timing scheme, and achieve the effect of improving work efficiency and accuracy.
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[0024] In order to illustrate the technical characteristics of the present invention, the specific implementation steps of the present invention will be further described below in conjunction with the accompanying drawings. The specific implementation cases described here are only used to explain the present invention, rather than limit the present invention.
[0025] For this case, the recommended methods for its signal timing scheme include the following, as shown in the attached figure 1 Shown:
[0026] 1) Collect data, collect geographical information of intersections, and collect traffic flow data of corresponding intersections and timing scheme data of corresponding time periods through SCATS detectors.
[0027] 2) Preprocessing data, on the basis of step 1), cleaning and repairing the lack and abnormality of traffic flow and timing scheme data. Multiple imputation was used to complete the missing data. For the abnormal data, first use the Grubbs test method in statist...
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