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Upsampling
The operation of
upsampling by factor
L∈ℕ
L
describes the insertion of
L-1
L
1
zeros between every sample of the input signal. This is
denoted by
"
↑L
↑
L
" in block diagrams, as in
Figure 1.
Formally, upsampling can be expressed in the time domain as
yn=xnLifnL∈ℤ0otherwise
y
n
x
n
L
n
L
0
In the
zz-domain,
Yz=∑nynz-n=∑nnL∈ℤxnLz-n=∑kxkz-kL=XzL
Y
z
n
y
n
z
n
n
nL
x
n
L
z
n
k
x
k
z
k
L
X
z
L
and substituting
z=ⅇⅈω
z
ω
for the DTFT,
Yⅇⅈω=XⅇⅈωL
Y
ω
X
ω
L
(1)
As shown in
Figure 2, upsampling
compresses the DTFT by a factor of
LL along with the
ωω axis.
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