Hy. Wang et Kjr. Liu, 2-D SPATIAL SMOOTHING FOR MULTIPATH COHERENT SIGNAL SEPARATION, IEEE transactions on aerospace and electronic systems, 34(2), 1998, pp. 391-405
The use of two-dimensional spatial smoothing (SS) to increase channel
capacity of wireless communications system is discussed. The necessary
and sufficient conditions on array configuration for applying SS to m
ultiple signal classification (MUSIC), and adaptive beamforming algori
thms are defined and proved. This array must have an orientational inv
ariance structure with an ambiguity free center array, and the Dumber
of subarrays must be larger than. or equal to the size of the largest
group of coherent signals. We also studied the cause of ambiguities in
a multipath environment. We found the necessary and sufficient condit
ions for a three-sensor array manifold to be ambiguity free and identi
fied several higher order ambiguity situations. If an array is also ce
ntral symmetric, the forward/backward SS (FBSS) can be used to improve
the resolution. Finally, we extended our results to the estimation of
signal parameters via rotational invariance techniques (ESPRIT). All
the predicted results are verified by simulations.