Cs. Chiu et al., OPTIMAL MODAL BEAMFORMING OF BANDPASS SIGNALS USING AN UNDERSIZED SPARSE VERTICAL HYDROPHONE ARRAY - THEORY AND A SHALLOW-WATER EXPERIMENT, IEEE journal of oceanic engineering, 22(3), 1997, pp. 522-533
Conventional methods for modal beamforming of underwater acoustic sign
als using a vertical-line hydrophone array (VLA) can suffer significan
t degradation in resolution when the array is geometrically deficient,
i.e., consists of sparsely spaced elements and spans the water column
partially or is poorly navigated. Designed for estimating the coeffic
ients of the normal modes, these conventional methods include the dire
ct projection (DP) of the data on the calculated mode shapes and least
-squares (LS) fitting of the mode sum to the data, The degradation, in
the form of modal cross talk or sidelobes, Is a result of an undersam
pling in depth. This cross talk may be mitigated with the application
of proper space-time filter constraints in the case of a pulse transmi
ssion. In this paper, a generalized least-squares (GLS) mode beamforme
r, capable of incorporating physical space-time constraints on the pro
pagation of sound, is presented. The formulation is based on the well-
known theorem of Gauss and Markov. Initialized by a model prediction o
f the basic arrival structure of the normal modes and incorporating, i
teratively, refined estimates of the statistics of the modal fluctuati
ons, this GLS technique strives to boost the resolution of a geometric
ally deficient VLA. The improvement is demonstrated using the VLA data
collected during a shallow-water tomography experiment in the Barents
Sea. The superiority of the GLS method over the conventional DP and L
S methods is evident, providing a high-quality time series of modal ar
rivals as a function of geophysical time, which, in turn, reveals the
dominant time scales of the oceanic processes associated with the Pare
nts Sea Polar Front.