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Joseph Boccuzzi

"Signal Processing for Wireless Communications"


(6.67)
Ideally when the cross-correlation vector is projected on to the inverted covariance matrix, the noise subspace
contribution is zero. However, practically speaking there is residual estimation error thus causing
performance degradation. This observation leads us to the Unified eigenbased, spatio-temporal receiver
presented earlier which continually calculated the eigen spectra of the received signal.
R1  aN
s
j1
1
lj  s2n
# v j # v*
j  aMK
jNs1
1
sn 2
# v j # v*
j
wMMSE  [H1A  H1B  H1C  H1D  HIA  HIB  HIC  HID  s2n I]1 # rd
wMMSE  [H1  H2  HI1  HI2  s2n
I]1 # rd
y(k)  s(k)hy1(k)  s(k  T)hy2(k  T )  i(k)hiy1(k)  i(k  T )hiy2(k  T )  ny(k)
x(k)  s(k)hx1(k)  s(k  T )hx2(k  T )  i(k)hix1(k)  i(k  T )hix2(k  T )  nx(k)
310 CHAPTER SIX
RECEIVER DIGITAL SIGNAL PROCESSING 311
FIGURE 6.14 STE covariance matrix rank investigation.
1 2 3 4 5 6
STE,M = 2 Antennas, fd = 190 Hz, Fading + CCI
K = 3 Taps (T/2-Spaced), MMSE Combine
1.E??“01
1.E??“02
1.E??“03
Covariance Matrix Estimated Rank
BER
STE (T/2-Spaced), MMSE, Flat + CCI
STE (T/2-Spaced), MMSE, FSF(?„ = T/2) + CCI
STE (T/2-Spaced), MMSE, FSF(?„ = T ) + CCI
0
0.02
0.04
0.06
0.08
0.1
0.12
0.


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