A Least Absolute Deviation Criteria for Tracking and Beam Control Applications

Document Type

Conference Proceeding

Publication Date

2014

Abstract

This paper explores the use of least absolute deviation as an error criterion for certain tracking and jitter control problems. Minimizing an absolute error versus a squared error leads to a nonlinear control problem. We consider a fixed-gain structure that we solve with dynamic programming, as well as an adaptive approach motivated by both recursive least squares and the fixed-gain approach.

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