Adaptive system identification using interior point optimization

We present a new algorithm for the adaptive estimation of the tap weights of an unknown linear transversal filter. This algorithm takes advantage of the fast convergence properties of some recently developed interior-point optimization techniques. In particular, we use ideas from interior-point column generation methods, whose iterative nature lends itself well to applications that require adaptive solutions. Numerical simulations demonstrate …