From MIMO to FD-MIMO to massive MIMO – what’s it all about, Part 2

Moray Rumney, Keysight

In the second part of his article, Moray Rumney, the lead technologist of Keysight, explains how MIMO has evolved to full dimension MIMO (FD-MIMO).

 

This was also known as elevation beamforming which gives a clue to what’s new. In previous MIMO incantations, the cellular world was flat, existing on only two-dimensions. Only the azimuth domain was considered in channel models, and base stations (BSs) had antenna systems that did not have elevation control.

With FD-MIMO, the elevation domain is considered by allowing BS antenna configurations that could exploit the elevation domain as well as the old azimuth domain. BS antenna arrays of up to 32 cross-polarised elements are specified which led to the development of 3D spatial channel models. This degree of beam control also resulted in the possibility of simple beamsteering of signals towards specific directions.

Beamsteering is a corner case of the more general MIMO beamforming using channel inversion, and it occurs when the channel is predominantly line of sight and the UEs are spatially separate. If beamsteering is enabled through the availability of sufficient BS antenna elements and a sparse line of sight channel, it has the advantage that precise channel state information is not required, just the direction of the UE, which can be established from simple phased array antenna systems. In contrast, the more complex MIMO beamforming requires full digital control of every element in the antenna array in order to enable null steering to minimize crosstalk between MIMO streams at the UE.

Massive MIMO
The final piece of the MIMO story is when MIMO gets massive. Massive MIMO (M-MIMO) has been around for a few years now and is best explained as a form of MU-MIMO where the number of BS antenna elements is north of 100 and the number of users is less than one tenth of the number of BS antenna elements. Other than that, there is nothing special about M-MIMO, just the scale.

Experiments in lab conditions have shown cell spectral efficiency of 145.6 b/s/Hz using 128 BS elements and 22 users. This is around 50 times the cell efficiency of a SISO system and shows the potential of M-MIMO. However, the massive question is whether the lab conditions that demonstrated the theory are scalable to commercial systems. FD-MIMO is already being deployed and is sometimes called M-MIMO, although that is more for marketing purposes than the vision Thomas Marzetta had when he coined the M-MIMO phrase.

So there we have it. All you ever needed to know about MIMO and were afraid to ask. M-MIMO is primarily a low frequency opportunity whereas beamsteering is more suited to mmWave bands where the channel is sparse and beamforming offers minimal gains over simpler beamsteering. The table below summarizes the main differences between beamsteered and beamformed approaches to exploiting the spatial domain within a cell. Only time will tell how far along the M-MIMO road we will go and whether beamsteering will deliver meaningful gains in the shorter term using less sophisticated BS antenna hardware.

 

AttributeBeamsteeringBeamforming (at M-MIMO scale)
Primary goalBeamsteering to specific locationsNull steering (using zero forcing or MRC)
# of antennasGains start from 8 upwards128+
Capacity gain5x seen in real networks with 64 antennas50x in lab conditions, unknown in real networks
MaturityDeployable todayStill in research phase (FD-MIMO deployed)
Knowledge of the channelNot requiredEssential
FDD/TDD supportFDD and TDDTDD works best, FDD much harder
Applicable frequency rangeAnyFR1, much less advantage at FR2
Sensitivity to mobilityLowHigh (channel inverts in half a wavelength)
Clustered usersDoesn’t work wellWorks well
Low scattering LoS channelThe ideal channelNo benefit over beamsteering
High scattering NLoS channelDoesn’t work wellThe ideal channel
Low SINR, pilot pollutionWorks wellDoesn’t work using ZF
Highly linear reciprocal transceiversNot neededEssential
CostsLower complexity than M-MIMOMore expensive than beamsteering

 

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