One of the most relevant performance measures in detection problems is the pair of Kullback-Leibler divergences between the densities of the observations under the two hypotheses. In this work, the problem of space-time code design for a multiple-input, multiple-output detection systems is addressed, and the set of achievable divergence pairs is characterized when different constraints are imposed on the code matrix. Knowledge of this region permits to achieve the desired performance level in the detection system (e.g., the time for taking a decision in a sequential probability ratio test or the probability of miss in a likelihood ratio test) and, if a cost function is assigned, to carry out optimal waveform design.

Kullback-Leibler divergence region in MIMO radar detection problems / Grossi, E.; Lops, M.. - (2012), pp. 896-901. (Intervento presentato al convegno 15th International Conference on Information Fusion (FUSION) tenutosi a Singapore nel 9-12 July 2012).

Kullback-Leibler divergence region in MIMO radar detection problems

M. Lops
2012

Abstract

One of the most relevant performance measures in detection problems is the pair of Kullback-Leibler divergences between the densities of the observations under the two hypotheses. In this work, the problem of space-time code design for a multiple-input, multiple-output detection systems is addressed, and the set of achievable divergence pairs is characterized when different constraints are imposed on the code matrix. Knowledge of this region permits to achieve the desired performance level in the detection system (e.g., the time for taking a decision in a sequential probability ratio test or the probability of miss in a likelihood ratio test) and, if a cost function is assigned, to carry out optimal waveform design.
2012
9780982443859
Kullback-Leibler divergence region in MIMO radar detection problems / Grossi, E.; Lops, M.. - (2012), pp. 896-901. (Intervento presentato al convegno 15th International Conference on Information Fusion (FUSION) tenutosi a Singapore nel 9-12 July 2012).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11588/750540
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