Reduced-order performance of adaptive control systems

Performance and stability behavior of discrete adaptive systems in the presence of fast parasitics are examined. When the parasitics are locally bounded, it is shown that sufficiently general input sequences yield a bounded response within a closed region. In the general case, it is established that a region of attraction exists from which all sequences converge to a target set which contains the equilibrium for exact adaptive tracking.