Stability and Steady State Performance of Constrained Output Power Adaptive Filters

This paper describes a deterministic analysis of the behaviour of two classes of adaptive filter with constrained output variance.These filters are useful in the context of the control of distributed parameter systems, such as acoustic spaces, and the control of systems having hard-limiting nonlinearities.Stability limits and steady state performance of the adaptive filters operating in an estimation role are discussed.