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researcher

K. Barton

14 papers hereh-index 345.3k citations194 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author4
  • last author10

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.RO5
  • eess.SY4
  • cs.MA2
  • cs.LG1
  • math.DS1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedDynamic distributed decision-making for resilient resource reallocation in disrupted manufacturing systems

32 citations · 95 across the 14 of their papers we have counts for

collaborators
Showing 2021 · eess.SYShow all

3 papers · 2 filters

eess.SY2021

Learning-Based Repetitive Precision Motion Control with Mismatch Compensation

Efe C. Balta, Kira Barton, Dawn M. Tilbury +2

Learning-based control methods utilize run-time data from the underlying process to improve the controller performance under model mismatch and unmodeled disturbances. This is bene…

eess.SY2021★ 11 cited

Iterative learning control with discrete-time nonlinear nonminimum phase models via stable inversion

Isaac A Spiegel, Nard Strijbosch, Tom Oomen +1

Output reference tracking can be improved by iteratively learning from past data to inform the design of feedforward control inputs for subsequent tracking attempts. This process i…

eess.SY2021

Receding Horizon Iterative Learning Control for Continuously Operated Systems

Maxwell Wu, Mitchell Cobb, James Reed +3

This paper presents an iterative learning control (ILC) scheme for continuously operated repetitive systems for which no initial condition reset exists. To accomplish this, we deve…

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