IEEE - Institute of Electrical and Electronics Engineers, Inc. - NN-based measurements for driving pattern classification

2009 IEEE Intrumentation and Measurement Technology Conference (I2MTC)

Author(s): Vincenzo Di Lecce ; Marco Calabrese
Sponsor(s): IEEE Instrum. Meas. Soc.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 May 2009
Conference Location: Singapore, Singapore
Conference Date: 5 May 2009
Page(s): 259 - 264
ISBN (CD): 978-1-4244-3353-7
ISBN (Paper): 978-1-4244-3352-0
ISSN (Paper): 1091-5281
DOI: 10.1109/IMTC.2009.5168455
Regular:

This paper aims at showing how to classify driving patterns in terms of primitives such as acceleration, deceleration and turning, using neural networks. In particular a multilayer perceptron with... View More

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