Research Article

On the Relation between NARX Clusters and Even/Odd Nonlinearities through Frequency-Domain Analysis

Table 1

Summary of the results.

ClusterSystem type
LO LE H W
O E O E

, even P P
, odd P P
, even
, odd P
, even
, odd P

H—Hammerstein, W—Wiener, O—odd, and E—even. LE and LO according to Section 4. P implies that such cluster can appear in a polynomial NARX model, in contrast to . The symbol denotes that nothing can be assured about the cluster. indicates that only terms with the same lag are possible. implies .