A8.07.1Closed-loop motor controlresearchdesign

Closed loop relies on continuous feedback to close in on the target step by step

Aliases: closed-loop execution · feedback control loop · sense-compare-correct cycle

What it is

Closed-loop control means that throughout a movement, current sensory feedback is continuously compared against the intended target state, the gap between the two is converted into a new motor command, and the movement in progress is adjusted accordingly — repeating this cycle until the gap shrinks to an acceptable size. It doesn't plan a movement all at once and then execute it; instead it breaks a large movement goal into repeated small steps of "check how far off, move a bit, check again," closing in on the target by shrinking the gap over and over.

Why it happens

At the core of this mechanism is a comparator: the system needs to know the current state (supplied by sensory feedback) and the target state (set by the task itself), subtract one from the other to get an error signal, and convert that error signal into a motor command capable of reducing it. For this loop to actually close in on the target rather than spinning in place or drifting further off, each round of correction has to genuinely shrink the error rather than being replaced by a new, larger one — which depends on feedback being timely and accurate enough to reflect the true current state. As long as that premise holds, closed-loop control can compress an initial gap that may be quite coarse down to a precision far finer than what a single open-loop setting could achieve, through round after round of small corrections.

Studying it

A common way to study closed-loop control records the full trajectory or velocity profile during a movement, looking for the decelerate-adjust-decelerate-again segmentation within it — each separate deceleration-and-correction segment corresponds to one closed-loop iteration, and the number and magnitude of these segments reveal how correction unfolded step by step. Another approach artificially perturbs the feedback signal mid-movement (offsetting cursor position from the actual hand position, for instance) and watches whether the participant's trajectory adjusts to compensate — if the trajectory does shift in the direction that would compensate for the perturbation, feedback is genuinely participating in real-time adjustment, not just running a fixed program to completion.

Where it stops holding

Closed-loop correction takes time, and how many rounds of correction a movement can fit in is bounded by its total execution duration; if a task requires a movement so brief that there isn't time to complete even one full compare-correct cycle, the closed-loop mechanism has no chance to operate, and the movement has to rely mainly on parameters set before launch. Closed-loop control also presupposes that feedback itself is reliable — once the feedback signal carries substantial error or is badly delayed, closing the loop can stop helping and instead introduce new deviation, a point developed further later in this group.

Applying it

  • Operations that need a precise landing point — fine dragging, snapping to alignment points, precise text-cursor placement — should provide continuous, clear positional feedback throughout the entire movement (highlighting the current position in real time, showing the distance to the target), not just report the outcome once the movement ends, because closed-loop correction only takes effect round by round through exactly this kind of continuous feedback.
  • Feedback should be presented so users can directly see how far the current state is from the target state, not just the current state on its own — showing the remaining distance from a cursor to a snap point, for instance, supports closed-loop correction better than showing cursor coordinates alone, because the gap signal itself is what drives the next round of correction.
  • How to check: record the velocity profile of a fine-precision task and check whether the tail end shows repeated decelerate-adjust segmentation. If it does, users are relying on closed-loop feedback to close in on the target step by step, and in that case improving the continuity and clarity of feedback pays off more than improving guidance at the start of the movement.

Related

  • Same group: A8.07.2 Each correction needs at least one full feedback-loop cycle · A8.07.3 Feedback delay beyond the loop cycle causes overshoot and oscillation · A8.07.4 Final landing accuracy is set by the closed-loop phase · A8.07.5 Closed loop degrades to open loop when the feedback channel is lost
  • Nearby: A8.06 Open-Loop Control · A8.08 Two-Phase Structure of Target Acquisition
  • Search terms: closed-loop control · feedback control loop · error correction

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