Two new normal equations relating the coefficients of an (almost) peri
odic FIR system and the time-varying third-order cumulants of the syst
em output are derived. from which two new linear algebraic algorithms
are presented for parameter estimation. Simulation results show that t
he new algorithms perform better than the recently published linear cl
osed-form algorithm.