System and method for real-time recognition of driving patterns
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United States of America Patent
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Apr 12, 2005
Grant Date -
Sep 12, 2002
app pub date -
Jan 19, 2002
filing date -
Jan 21, 2001
priority date (Note) -
Expired
status (Latency Note)
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Abstract
System and method for real-time, automatic, recognition of large time-scale driving patterns employs a statistical pattern recognition framework, implemented by means of feed-forward neural network utilizing models developed for recognizing, for example, four classes of driving environments, namely highway, main road, suburban traffic and city traffic, from vehicle performance data. A vehicle control application effects changes in vehicle performance aspects based on the recognized driving environment.
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