Digital Signal Processing Reference
In-Depth Information
(iii) Increasing ramped output:
y [ k ] = kx [ k ] .
The input-output relationship is expressed as follows:
x [ k ] = 1
k y [ k ] .
The input signal can be uniquely determined for all time instant k , except at
k
= 0. Therefore, the system is not invertible.
(iv) Summer:
y [ k ] = x [ k ] + x [ k 1] .
Following the procedure used in Example 2.8(iv), the input signal is expressed
as an infinite sum of the output y [ k ] as follows:
x [ k ] = y [ k ] y [ k 1] + y [ k 2] y [ k 3] +−
=
( 1) m y [ k m ] .
m = 0
The input signal x [ k ] can be reconstructed if y [ m ] is known for all m k .
Therefore, the system is invertible.
(v) Accumulator:
k
y [ k ] =
x [ m ] .
m =−∞
We express the accumulator as follows:
k 1
y [ k ] = x [ k ] +
x [ m ] = x [ k ] + y [ k 1]
m =−∞
or
x [ k ] = y [ k ] y [ k 1] .
Therefore, the system is invertible.
2.2.6 Stable and unstable systems
Before defining the stability criteria for a system, we define the bounded prop-
erty for a signal. A CT signal x ( t ) or a DT signal x [ k ] is said to be bounded in
magnitude if
x ( t ) B x < ∞
for t ( −∞, ∞ );
CT signal
(2.48)
DT signal
x [ k ] B x < ∞
for k ( −∞, ∞ ) ,
(2.49)
where B x is a finite number. Next, we define the stability criteria for CT and
DT systems.
A system is referred to as bounded-input, bounded-output (BIBO) stable if
an arbitrary bounded-input signal always produces a bounded-output signal. In
other words, if an input signal x ( t ) for CT systems, or x [ k ] for DT systems,
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