Design and Analysis of a Novel $\mathcal{L}_1$ Adaptive Control Architecture with Guaranteed Transient Performance

TL;DR

This paper introduces a new adaptive control architecture that guarantees transient performance for both input and output signals simultaneously, enhancing control system reliability.

Contribution

It proposes a novel $L_1$ adaptive control architecture with proven transient performance guarantees for all system signals.

Findings

Achieves guaranteed transient performance for input and output signals.

Demonstrates improved stability and robustness over existing methods.

Provides theoretical analysis supporting the control architecture's effectiveness.

Abstract

Novel adaptive control architecture is presented that has guaranteed transient performance for system's both signals, input and output, simultaneously.