Invention Grant
- Patent Title: Road surface condition identification based on statistical pattern recognition
- Patent Title (中): 基于统计模式识别的路面状况识别
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Application No.: US12409649Application Date: 2009-03-24
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Publication No.: US08306712B2Publication Date: 2012-11-06
- Inventor: Weiwen Deng , Qingrong Zhao
- Applicant: Weiwen Deng , Qingrong Zhao
- Applicant Address: US MI Detroit
- Assignee: GM Global Technology Operations LLC
- Current Assignee: GM Global Technology Operations LLC
- Current Assignee Address: US MI Detroit
- Main IPC: G06F7/00
- IPC: G06F7/00 ; G06F17/00 ; G06F19/00

Abstract:
A method is provided for determining an adhesive condition of a surface of a vehicle road using a statistical pattern recognition technique. A plurality of probability distribution functions is provided representing respective adhesive effects between the vehicle tire of a driven vehicle and the vehicle road. An index is calculated which represents a vehicle understeer characteristic. Probability analysis is applied for each of the road surface adhesive conditions as a function of the index. Each probability analysis is recursively updated. A likelihood factor is determined for each road surface adhesive condition as a function of each respective recursively updated probability analysis. Each respective road surface adhesive condition has a respective likelihood factor that identifies the likelihood of the road surface having the respective adhesive condition as a function of the index. The identified adhesive condition of the road surface is input into a vehicle control process.
Public/Granted literature
- US20100250086A1 Road Surface Condition Identification Based on Statistical Pattern Recognition Public/Granted day:2010-09-30
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