Evaluation of Advanced Steering Control with Computer Simulation

Paper #:
  • 932383

Published:
  • 1993-09-01
Citation:
Novak, M., Larson, M., and Larson, C., "Evaluation of Advanced Steering Control with Computer Simulation," SAE Technical Paper 932383, 1993, https://doi.org/10.4271/932383.
Pages:
8
Abstract:
Using neural networks, an algorithm has been developed to steer a wheel loader vehicle. Mathematical functions have been used in the past in an attempt to model a human in their operation of many types of vehicles. Since such functions can typically only be derived for situations in which the problem domain is thoroughly understood, research continues in an effort to develop a complete “operator model”.Neural Network algorithms were utilized in an attempt to determine the feasibility of accurately modeling the operator of a wheel loader construction vehicle. These algorithms were also used to determine how the control of different vehicle functions might be automated on a wheel loader.
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