Robustness of ℒ1 adaptive controllers in the gap metric in the presence of nonzero initialization

This paper derives the robust stability margin of L
₁
adaptive controller in the gap metric for the case of nonzero initialization. We use the notion of biased-gain stability to obtain a computable robust stability margin of L
₁
adaptive controller in gap metric.