发明申请
- 专利标题: Road Surface Condition Identification Based on Statistical Pattern Recognition
- 专利标题(中): 基于统计模式识别的路面状况识别
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申请号: US12409649申请日: 2009-03-24
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公开(公告)号: US20100250086A1公开(公告)日: 2010-09-30
- 发明人: Weiwen Deng , Qingrong Zhao
- 申请人: Weiwen Deng , Qingrong Zhao
- 申请人地址: US MI Detroit
- 专利权人: GM GLOBAL TECHNOLOGY OPERATIONS, INC.
- 当前专利权人: GM GLOBAL TECHNOLOGY OPERATIONS, INC.
- 当前专利权人地址: US MI Detroit
- 主分类号: G06F17/00
- IPC分类号: G06F17/00
摘要:
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.
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