Processing math: 100%
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SINR-distribution after MIMO detection
Signal-to-interference-plus-noise ratio is an important performance measure, which is defined as
SINR=PI+N
where P is the power of signal of interest, I is the interference power, and N is the noise power.
With a linear MIMO receiver, e.g., ZF and MMSE, the estimated symbol can be written as
y=Ds+Zs+Wn
where D is a diagonal matrix, Z is a matrix which contains interferences between data streams and Wn is the filtered noise. Thus, the signal power, the interference power and the noise power can be obtained by P=E[Ds2] I=E[Zs2] N=E[Wn2]
The post-processing SINR can be expressed as SINR=E(Ds2)Estrace(ZZH)+σ2ntrace(WWH)
For a ZF detector, due to Z=0 and D=I, the formula can be expressed as SINRZF=1σ2ntrace(WZFWHZF)=1MSEZF For a MMSE detector, assuming that Es=1, the expression can be represented as SINRMMSE=trace(DDH)trace(ZZH)+σ2ntrace(WMMSEWHMMSE) For SIC methods, similar to ZF/MMSE, but the effect of error propagation has to be additionally addressed.