Statistical Performance Analysis of MDL Source Enumeration in Array Processing

Details Statistical Performance Analysis of MDL Source Enumeration in Array Processing Statistical Performance Analysis of MDL Source Enumeration in Array Processing

2009-01-21

arxiv.org/abs/0901.3196v2

Computer Science

Information Theory

Accepted for publication in IEEE Transactions on Signal Processing, April 2009

Scientific paper

In this correspondence, we focus on the performance analysis of the widely-used minimum description length (MDL) source enumeration technique in array processing. Unfortunately, available theoretical analysis exhibit deviation from the simulation results. We present an accurate and insightful performance analysis for the probability of missed detection. We also show that the statistical performance of the MDL is approximately the same under both deterministic and stochastic signal models. Simulation results show the superiority of the proposed analysis over available results.

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