Digital Signal Processing Reference
In-Depth Information
⎛
⎝
⎞
⎠
+
c
1
c
2
c
3
c
4
E
s
(
H
†
1
2
H
†
H
†
1
2
1
H
1
)
−
(
1
y
=
1
H
1
)
n
(3.23)
H
†
H
†
1
2
1
H
1
)
−
where
n
=
(
(
1
n
)
has uncorrelated elements
∼
CN
(
0
,
1
)
. Equation (
3.23
)
can be further rewritten as
⎛
⎝
⎞
⎠
2
⎛
⎝
⎞
⎠
+
x
1
x
2
x
3
x
4
x
2
x
5
x
6
x
7
x
3
x
6
x
8
x
9
x
4
x
7
x
9
x
10
c
1
c
2
c
3
c
4
E
s
H
1
H
1
)
−
1
2
H
1
y
(
=
n
(3.24)
where
k
1
b
k
2
c
k
3
d
x
1
=
+
+
+
,
x
2
=
−
+
−
a
k
1
a
k
1
b
k
2
k
3
c
k
2
k
3
d
x
3
=
k
2
a
+
k
1
k
3
b
+
k
2
c
+
k
1
k
3
d
,
x
4
=
k
3
a
−
k
1
k
2
b
+
k
1
k
2
c
−
k
3
d
k
1
a
k
3
c
k
2
d
x
5
=
+
b
+
+
,
x
6
=
k
1
k
2
a
−
k
3
b
+
k
3
c
−
k
1
k
2
d
k
2
a
k
3
b
k
1
d
x
7
=
k
1
k
3
a
+
k
2
b
+
k
1
k
3
c
+
k
2
d
,
x
8
=
+
+
c
+
k
3
a
k
2
b
k
1
c
x
9
=
−
+
−
,
x
10
=
+
+
+
k
2
k
3
a
k
2
k
3
b
k
1
c
k
1
d
d
(3.25)
4
4
h
1
(
2
h
1
(
2
a
=
1
|
i
,
1
)
|
,
b
=
1
|
i
,
1
)
|
,
i
=
i
=
4
4
h
1
(
2
h
1
(
2
c
=
1
|
i
,
1
)
|
,
d
=
1
|
i
,
1
)
|
(3.26)
i
=
i
=
Now let
⎛
⎝
⎞
⎠
1
2
x
1
x
2
x
3
x
4
x
2
x
5
x
6
x
7
x
3
x
6
x
8
x
9
x
4
x
7
x
9
x
10
H
=
(3.27)
From Equation (
3.24
), we can see that User 1 transmits 4 different codewords along
4 different equivalent channel vectors in the 4 time slots. So the rate is 1. If
k
1
,
k
2
,
k
3
are all real, from (
3.27
), it is easy to see that the equivalent channel matrix
H
is real.
So if QAM is used, Equation (
3.24
) is equivalent to the following two equations
⎛
⎞
c
1
R
c
2
R
c
3
R
c
4
R
E
s
H
⎝
⎠
+
H
−
1
Real
H
†
{
1
y
}=
Real
{
n
}
(3.28)
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