In this paper, we have proposed a novel method for nonlinear
time-varying system identification which is based on MTN
and VFF-RLS algorithm. The connection weight coefficients
of MTN are regarded as time-varying parameters, which are
trained online by VFF-RLS algorithm, to implement the
identification of nonlinear time-varying systems. Simulation
results show that the method proposed in this paper is valid.