MIMO

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# MIMO - PowerPoint PPT Presentation

MIMO. Lecture 7. Main Story. So far we have mainly considered single-input multi output (SIMO ) and multi-input single-output ( MISO) channels . They provide diversity and power gains but no degree-of freedom ( DoF ) gain. DoF gain is most useful in the high SNR regime.

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## PowerPoint Slideshow about 'MIMO' - nicki

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Presentation Transcript

### MIMO

Lecture 7

Main Story
• So far we have mainly considered single-input multi output (SIMO) and multi-input single-output (MISO) channels.
• They provide diversity and power gains but no degree-of freedom (DoF) gain.
• DoFgain is most useful in the high SNR regime.
• MIMO channels have a potential to provide DoF gain.
• We start with deterministic models and then progress to statistical ones.
Spatial Parallel Channel
• Capacity is achieved by waterfilling over the eigenmodes of H. (Analogy to frequency-selective channels).
Rank and Condition Number

At high SNR, equal power allocation is optimal:

where k is the number of nonzero λi's, i.e. the rankof H.

The closer the condition number:

to 1, the higher the capacity.

Rank of H is always less than min(nr, nt): Max Degrees of Freedom.

• Can decompose the MIMO channel into a bunch of orthogonal sub-channels.
• Can allocate power and rate to each sub-channel according to waterfilling
• The channel matrix H and its singular values 's are random and unknown to the transmitter.
• Has to fix a Q and a power allocation independent of H.
• Q=I and uniform power allocation is a good choice in many cases.
• It is not trivial to come up with capacity-achieving architectures.
Nature of Performance Gain
• At high SNR (D.o.F. limited): min(nt,nr)-fold DoF gain. MIMO is crucial.
• At low SNR (power limited): nr-fold power gain. Only need multiple receive antennas.
• At all SNR, min(nt,nr)-fold gain due to a combination of both effects.
• So far we have emphasized the spatial multiplexingaspect of MIMO channels.
• But we also learnt that in slow fading scenario, spatial diversity is an important thing.
• How do the two aspects interact?
• It turns out that you can get both in a slow fading channel but there is a fundamental tradeoff.
• We characterize the optimal diversity multiplexing tradeoff.
Diversity and Freedom (Review)
• Two fundamental resources of a MIMO fading channel:
• Diversity
• Degrees of Freedom