Paper Info
Title
Recognition of Mistaken Pedal Pressing based on Pedal Pressing Behavior by using Genetic Programming
Abstract
There have been many varieties of driving assistance, and one aspect of them is the scope of emergency braking. Several researches have been analyzing emergency braking and proposed approaches to detect them. A focused but significant case is mistaken pedal pressing during emergency braking, which occurs when accelerator pedal is pressed instead of brake pedal. This paper aims to evolve a classifier to recognize mistaken pedal pressing based on behavior shown during pressing the pedals by using evolutionary computation. A driving simulator is used to collect the data, and genetic programming was used to perform the evolution.
Year
DOI
Venue
2018
10.1109/IOTAIS.2018.8600885
2018 IEEE International Conference on Internet of Things and Intelligence System (IOTAIS)
Keywords
Field
DocType
emergency braking,mistaken pedal pressing,evolutionary computation,genetic programming
Brake,Driving simulator,Computer science,Computer network,Evolutionary computation,Control engineering,Feature extraction,Genetic programming,Acceleration,Classifier (linguistics),Pressing
Conference
ISBN
Citations 
PageRank 
978-1-5386-7359-1
0
0.34
References 
Authors
6
4
Name
Order
Citations
PageRank
Rahadian Yusuf152.93
Albert Podusenko241.54
Ivan Tanev327846.51
Katsunori Shimohara4327106.53