Digital Signal Processing Reference
In-Depth Information
1
α Σ 1 / 2
Λ 1
θ
=
(using Eq. (17.18))
h
Substituting from Eq. (17.10) we therefore have
1
α Λ 1 / 2
Λ 1 / 2
θ
Λ g =
.
(17 . 20)
c
Now, the diagonal matrix Λ 1 / θ is unitary because the diagonal elements
have the form e −jθ k / 2 . Thus, if we replace Σ f and Λ g in Fig. 17.3(a) as
follows:
Σ f Σ f × Λ 1 / 2
θ
Λ g Λ g × Λ 1 / 2
θ
and
,
the system performance is unaffected, that is, neither the transmitted power
nor the MSE is changed. From Eq. (17.20) we have
1
α Λ 1 / 2
Λ g × Λ 1 / 2
θ
=
,
c
whereas from Eqs. (17.17) and (17.10) we have
Σ f × Λ 1 / 2
θ
= α Λ 1 / 2
c
.
This shows that the optimal system of Fig. 17.3(a) can be replaced with the
system shown in Fig. 17.4. Equation (17.19) is obtained by replacing σ h,k
with
|
C [ k ]
|
in Eq. (12.66).
17.3.2 Pure-MMSE transceiver
For the MMSE transceiver without zero-forcing constraint the diagonal matrices
Σ f and Σ g were derived in Sec. 13.6. These are reproduced below with the
substitution P = J = M. First, the diagonal matrix Σ f at the transmitter is
q 00
0
...
0
q 11
0
...
0
Σ f = σ q
σ s
.
(17 . 21)
.
.
.
. . .
q M− 1 ,M− 1
0
0
...
Here
D
1
σ h,k
σ h,k
0
k
K
1
q kk =
(17 . 22)
0
otherwise,
where
K− 1
p σ q
1
σ h,k
+
k =0
D =
(17 . 23)
K− 1
1
σ h,k
k =0
 
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