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A Modified Likelihood Ratio Test for Detection-Estimation in Under-Sampled Training Conditions

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2 Author(s)
Y. I. Abramovich ; Defence Science and Technology Organisation (DSTO), ISR Division, Edinburgh, SA 5111, Australia. e-mail: yuri.abramovich@dsto.defence.gov.au ; B. A. Johnson

For a number of training samples T that do not exceed the number of antenna elements M, we propose a non-degenerate normalized LR test that can be used in various detection-estimation problems. For the null hypothesis this test is described by a scenario-free probability density function

Published in:

2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings  (Volume:4 )

Date of Conference:

14-19 May 2006