Title:
METHOD FOR PREDICTING TURNAROUND INTENTION OF DRIVER BASED ON HYBRID LEARNING
Document Type and Number:
Japanese Patent JP2022080280
Kind Code:
A
Abstract:
To provide a method for predicting a turnaround intention of a driver.SOLUTION: A method for predicting a turnaround intention of a driver includes steps of: 1) performing pre-processing with respect to multi-mode data collected in an operation simulation platform; 2) constructing a hybrid learning time-series model based on the multi-mode data after the pre-processing; and 3) mounting the hybrid learning time-series model on a smart car, performing prediction by inputting a myoelectric signal sequence of a driver collected online to the hybrid learning time-series model, and acquiring results obtained by predicting a turnaround intention of a driver in a continuous direction and predicting a turnaround intention of a driver in a discrete direction.SELECTED DRAWING: Figure 1
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Inventors:
LIU YAHUI
KAWAHARA SADAHIRO
KAWAHARA SADAHIRO
Application Number:
JP2021179314A
Publication Date:
May 27, 2022
Filing Date:
November 02, 2021
Export Citation:
Assignee:
UNIV QINGHUA
JTEKT CORP
JTEKT CORP
International Classes:
G08G1/00; A61B5/18; A61B5/397
Attorney, Agent or Firm:
Hiroi Arai