Circular AR models are just a simplification of the circular
ARMA models discussed in Section 9.1.6, with .
An order- auto-regressive (AR) process is defined by
the innovation variance
and the AR coefficients
The circular power spectrum of a circular AR process is given by
where , is the DFT of the
AR parameters zero-padded to length :