Estimation in the presence of multiple sources of uncertainties with applications

We develop an estimation technique for problems that involve multiple sources of uncertainties or errors in the data. The method allows the designer to explicitly incorporate into the problem formulation bounds on the sizes of the uncertainties; thus leading to solutions that will not over-emphasize the effects of the uncertainties beyond what is assumed by the prior information. Applications in array signal processing and image processing are considered.

Published in:
Conference Record of the 32nd Asilomar Conference on Signals, Systems & Computers, 2, 1811-1815
Presented at:
32nd Asilomar Conference on Signals, Systems & Computers, Pacific Grove, CA, USA, November 1-4, 1998

 Record created 2017-12-19, last modified 2018-09-13

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