Rk. Andrew et Rl. Kirlin, A broadband maximum likelihood imager for a class of extended space-time separable sources, IEEE SIGNAL, 48(5), 2000, pp. 1287-1294
An algorithm is presented that reconstructs the shape of an extended incohe
rent source using only the broadband signals radiated from the source to a
sparse array. The source is modeled with a small set of parameters. For the
specific class of space-time separable sources, which have similar spatial
structure at multiple frequencies, the information radiated at each freque
ncy is recombined into a broadband likelihood function in order to improve
the estimation of the source parameters. Expressions for the Cramer-Rao bou
nds (CRB's) are provided, and the performance of the algorithm is demonstra
ted for a "Gaussian lump" shaped source.