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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