~/talk

Control Theoretic Models of Pointing

Talkat CHI 2018 · 2018-04-21..04-26
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Compares four control-theoretic models (McRuer’s Crossover, Costello’s Surge, second-order lag, bang‑bang) against a 12‑participant mouse pointing dataset that records pointing trajectories with position velocity acceleration over time. Finds all models predict pointer position reasonably well but differ in dynamics: continuous models fit some users, open‑loop models fit others, and time-in-open-loop rises with target size, with low‑ID trials showing more variability. Releases the dataset and code; four control-theoretic models demonstrate concrete trade‑offs and complementary strengths.

AI-written summary · about

  1. 0:00Introduction to control theory
  2. 2:33Complexity of pointing motion
  3. 5:05Control framework for interaction
  4. 7:54Models for dynamic prediction
  5. 10:22Analysis of search movement
  6. 13:56Embracing dynamics in HCI
  7. 15:41Open for questions
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