In adaptive beamforming, usually it is assumed that the number of snapshots is much larger than that of the antennas. What if the number of snapshots is insufficient? Thanks.
The constraint that the number of snapshots is much larger than the number of antennas or sensors is for subspace based method. For insufficient snapshots, one can try diagonal loading or covariance reconstruction methods.