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Write measured sensor values to ECM for deterministic closed-loop control

Open shameekganguly opened this issue 2 months ago • 2 comments

Desired behavior

When sensors like ForceTorque sensors and distance sensors are used for closed-loop control, it is important to have deterministic lag between the sensor values and the control command update. However in Gz Sim, sensor values must be read via Transport which does not have deterministic latency. So for example, it is possible that the last F/T sensor value received is from one or more sim time-steps ago when computing the control command.

Ideally, the measured sensor value can be read directly from the ECM following the PostUpdate call for the System that manages the sensor (e.g. ForceTorque system). This way, there is a guarantee of at most one time-step lag in reading sensor values when computing the control, assuming that the sensor is set to update at each sim cycle.

Implementation suggestion

Specifically for ForqueTorque sensor, we could add a new ForceTorqueMeasured component that stores the last updated F/T sensor msg and populate this in ForceTorque::PostUpdate. This would also require ForceTorqueSensor to expose the measured sensor value from the class interface. In future, similar components can be added for other sensors commonly used for closed-loop control.

shameekganguly avatar Apr 29 '24 19:04 shameekganguly