Digital Signal Processing Reference
In-Depth Information
5
4
3
2
x
[
k
]
y
[
k
]
1
1
1
1
k
k
−1 −2
0
12345678910
−1 −2
0
12345678910
(a)
(b)
7
6
5
4
x
[
k
− 2]
y
2
[
k
]
1
1
1
1
k
k
−1 −2
0 1 234 56 78910
−1 −2
012345678910
(c)
(d)
and
Fig. 2.15. Input-output pairs of
the DT time-varying system
specified in Example 2.5(ii). The
output
y
2
[
k
] for the time-shifted
input
x
2
[
k
] =
x
[
k
− 2] is
different in shape from the
output
y
[
k
] obtained for input
x
[
k
]. Therefore the system is
time-variant. Parts (a)-(d) are
discussed in the text .
x
[
k
−
k
0
]
→
3(
x
[
k
−
k
0
]
−
x
[
k
−
k
0
−
2])
=
y
[
k
−
k
0
]
.
Therefore, the system in Eq. (2.44) is a time-invariant system.
(ii) From Eq. (2.45), it follows that:
x
[
k
]
→
kx
[
k
]
=
y
[
k
]
and
x
[
k
−
k
0
]
→
kx
[
k
−
k
0
]
=
y
[
k
−
k
0
]
=
(
k
−
k
0
)
x
[
k
−
k
0
]
.
Therefore, system II is not time-invariant. In Fig. 2.15, we plot the outputs of
the DT system in Eq. (2.45) for input
x
[
k
], shown in Fig. 2.15(a) and a shifted
version
x
[
k
−
2] of the input, shown in Fig. 2.15(c). The resulting outputs are
plotted, respectively, in Figs. 2.15(b) and (d). As expected, the Fig. 2.15(d) is
not a delayed version of Fig. 2.15(b) since the system is time-variant.
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