Digital Signal Processing Reference
In-Depth Information
1.2
1.2
1
1
0.8
0.8
0.6
0.6
0.4
0.4
0.2
0.2
0
0
0
0.1
0.2
0.3
0.4
0.5
0
0.1
0.2
0.3
0.4
0.5
Frequency (Hz)
Frequency (Hz)
(a)
(b)
1.2
1.2
1
1
0.8
0.8
0.6
0.6
0.4
0.4
0.2
0.2
0
0
0
0.1
0.2
0.3
0.4
0.5
0
0.1
0.2
0.3
0.4
0.5
Frequency (Hz)
Frequency (Hz)
(c)
(d)
1.2
1.2
1
1
0.8
0.8
0.6
0.6
0.4
0.4
0.2
0.2
0
0
0
0.1
0.2
0.3
0.4
0.5
0
0.1
0.2
0.3
0.4
0.5
Frequency (Hz)
Frequency (Hz)
(e)
(f)
=
,σ
n
=
.
FIGURE 5.6
:
Modulus of the missing-data spectral estimates [
N
1, 51
(40%) missing samples] obtained via (a) complete-data WFFT, (b) complete-data APES,
(c) WFFT, (d) GAPES with
M
128
0
10
−
2
, (e) MAPES-EM1 with
M
=
64 and
=
=
64 and
10
−
3
, and (f ) MAPES-EM2 with
M
10
−
3
.
=
=
64 and
=
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