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zplanes

Zplanes refers to the complex planes used in the analysis of discrete-time systems through the Z-transform. In this context, a discrete-time signal x[n] is represented by a transfer function H(z) in the complex variable z, with H(z) often written as a ratio of polynomials in z or z^{-1}. The Z-transform X(z) = sum over n of x[n] z^{-n} maps time-domain sequences to points in the complex plane, and the region of convergence indicates where this series converges.

A common visualization is the pole-zero plot in the z-plane. Zeros are the roots of the numerator

Stability and causality are closely tied to the z-plane. For a causal, time-invariant discrete-time system, stability

Relationships to other planes include the s-plane used for continuous-time systems. Transforms such as the bilinear

and
poles
are
the
roots
of
the
denominator
of
the
transfer
function.
The
locations
of
zeros
and
poles
on
the
complex
plane
determine
the
filter’s
characteristics,
including
its
frequency
response
and
stability.
Z-plane
plots
typically
show
the
unit
circle
(|z|
=
1),
since
evaluating
H(z)
on
the
unit
circle
(z
=
e^{jω})
yields
the
discrete-time
frequency
response.
(BIBO
stability)
requires
that
all
poles
lie
inside
the
unit
circle
(|z_p|
<
1).
Poles
on
or
outside
the
unit
circle
indicate
marginal
or
unstable
behavior.
The
frequency
response
is
obtained
by
sampling
H(z)
on
the
unit
circle,
linking
the
z-plane
geometry
to
how
the
system
reacts
to
different
frequencies.
transform
map
the
s-plane
to
the
z-plane,
enabling
design
and
analysis
in
one
domain
and
implementation
in
another.
Zplanes
are
widely
used
in
digital
filter
design,
distinguishing
between
FIR
(typically
zeros
only)
and
IIR
(poles
and
zeros)
structures.
Software
tools
often
provide
zplane
plots
to
visualize
pole-zero
configurations
quickly.