Wavefield modeling and array processing. III. Resolution capacity

For pt.II see ibid., vol.42, no.10, p.2560, 1994. We use here the wavefield modeling formalism in order to derive some fundamental limitations on the performance of passive arrays. We first derive upper bounds on both the ideal and effective resolution capacities, and show that the effective resolution capacity is bounded by the effective rank of the relevant sampling matrix, i.e., is determined by the array structure. We then study how the resolution capacity is affected when the sources are constrained to lie within an angular sector. We also look at the case where the source spectra are known a priori to be flat, and show that, contrary to the common opinion, if the array satisfies the spectral sampling condition, the effective wideband resolution capacity is bounded by the same bound as the narrowband one. We conclude by examining the interesting phenomenon of resonance in arrays. We show that these resonances, far from being mathematical artifacts, can manifest quite dramatically in the performance of arrays. >

[1]  Petre Stoica,et al.  Performance study of conditional and unconditional direction-of-arrival estimation , 1990, IEEE Trans. Acoust. Speech Signal Process..

[2]  Alston S. Householder,et al.  The Theory of Matrices in Numerical Analysis , 1964 .

[3]  Martin Morf,et al.  Modal decomposition signal subspace algorithms , 1986, IEEE Trans. Acoust. Speech Signal Process..

[4]  Miriam A. Doron,et al.  Wavefield modeling and array processing .I. Spatial sampling , 1994, IEEE Trans. Signal Process..

[5]  Yoram Bresler,et al.  On the number of signals resolvable by a uniform linear array , 1986, IEEE Trans. Acoust. Speech Signal Process..

[6]  Anthony J. Weiss,et al.  On the Cramer-Rao Bound for Direction Finding of Correlated Signals , 1993, IEEE Trans. Signal Process..

[7]  Y. Bresler,et al.  Sensor-efficient wideband source location , 1989, Proceedings of the 32nd Midwest Symposium on Circuits and Systems,.

[8]  Anthony J. Weiss,et al.  On the number of signals whose directions can be estimated by an array , 1991, IEEE Trans. Signal Process..

[9]  T. Kailath,et al.  Spatio-temporal spectral analysis by eigenstructure methods , 1984 .

[10]  Eberhard R. Hilf,et al.  Spectra of Finite Systems , 1980 .

[11]  Yoram Bresler On the resolution capacity of wideband sensor arrays: further results , 1991, [Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing.

[12]  Yoram Bresler,et al.  On the resolution capacity of wideband sensor arrays , 1989, Sixth Multidimensional Signal Processing Workshop,.