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Framework for differential steering vehicle

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Framework for differential steering vehicle

by Paolo Di Prodi

 

12 Apr 2007

A framework for a differential steering vehicle controlled by a PID system tuned with a genetic algo

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Description

A framework for a differential steering vehicle controlled by a PID system tuned with a genetic algorithm.
The framework provide 2 level of simulation:
constant velocities for the wheels or non constant.
Different kinematics approssimations are provided for scalability so that the designer can implement the controller directly on a microcontroller or DSP.
Different genetic strategies to tune the PID.
The basic task is to follow a straight line but the user can define its own task and tune the PID with the GA.

Required Products Global Optimization Toolbox
MATLAB release MATLAB 7.3 (R2006b)
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Comments and Ratings (3)
16 Apr 2007 Lynsey McCabe  
17 May 2007 Giuseppe Miscione

Excellent code!

17 May 2007 Alberta Pelliccione

Very good framework but you should add the inverse kinematics for other manipulators.
Anyway nice code and well commented.

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Tag Activity for this File
Tag Applied By Date/Time
simulation Paolo Di Prodi 22 Oct 2008 09:09:01
differential steering pid tuning genetic Paolo Di Prodi 22 Oct 2008 09:09:01
pid tuning using genetic algorithm shao 18 Apr 2011 11:22:01

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