A new RLS adaptive Volterra filter is presented. The nonlinear filteri
ng problem is transformed into an equivalent multichannel. but linear,
filtering problem. The multichannel input signal is completely orthog
onalised using sequential processing multichannel lattice stages. Thus
, the channel is identified directly and parameters for the channel no
nlinearity are simultaneously quantified.