System and method for real-time recognition of driving patterns

Details System and method for real-time recognition of driving patterns System and method for real-time recognition of driving patterns

2011-03-22

2011-03-22

Holmes, Michael (Department: 2129)

Data processing: artificial intelligence

Neural network

Learning task

Reexamination Certificate

active

07912796

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.

REFERENCES:
patent: 7444311 (2008-10-01), Engstrom et al.

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