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Demo for wf_simulator advanced options

asked 2021-01-15 01:11:06 -0500

Hatem gravatar image

Hello @TakaHoribe,

Nice work with the wf_simulator. I would like to know the scientific bases, if there are papers or articles that could help understand the different simulation models (based on delays introduced).

Also if there is a tutorial explaining how to tune the wf_simulator parameter.

Thanks.

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answered 2021-01-17 21:18:22 -0500

TakaHoribe gravatar image

@Hatem, Thanks for your question. Unfortunately, there is no document or academic papers for the vehicle model in wf_simulator.

I will write a detailed explanation below.

  • The IDEAL_TWIST model drives the vehicle according to the indicated twist command. The vehicle position and attitude are calculated as the integrals of twist.linear.x and twist.angular.z, respectively.

  • In the IDEAL_STEER model, the vehicle is driven according to the control_cmd commands (steering and velocity). wheelbase parameter is required to convert from steering to angular velocity using the two-wheel kinematics model.

  • The DELAY_TWIST model uses a first-order delay model to approximate the response of the twist command to vx and wz. There are time constant and time delay parameters for the delay model.

  • The DELAY_STEER, like DELAY_TWIST, approximates the response to control_cmd with a first-order delay model.

These delay models are the most common and simplest modeling methods and are useful for verifying the vibration and stability of closed-loop systems. You can estimate these delay parameters from the actual vehicle data. There are some pages describing the 1st order + time delay model, for example, here.

  • The CONST_ACCEL_TWIST is a slightly special model that basically follows the velocity indication ideally, but the velocity changes with a fixed acceleration value. Therefore, there is no sudden start or stop. This model has been in wf_simulator for a long time and is used when you want to reproduce simpler and slightly more realistic behavior than the DELAY model.

I hope this could help your work. Please let me know if there is any other information you would like to know.

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@TakaHoribe - san, Thank you very much.

That is very useful.

Hatem gravatar image Hatem  ( 2021-01-18 11:41:38 -0500 )edit

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Asked: 2021-01-15 01:11:06 -0500

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Last updated: Jan 17 '21