Application of capon method to direct position determination

The direct position determination (DPD) approach is a single-step method which uses the Maximum Likelihood estimator to localize sources emitting electromagnetic energy using combined data from all available sensors. The DPD is known to outperform the traditional 2-step methods under low Signal to N...

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Bibliographic Details
Published in:ICT express 2016, 2(1), , pp.5-9
Main Authors: Tzafri, Liran, Weiss, Anthony J.
Format: Article
Language:English
Subjects:
전자/정보통신공학
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Summary:The direct position determination (DPD) approach is a single-step method which uses the Maximum Likelihood estimator to localize sources emitting electromagnetic energy using combined data from all available sensors. The DPD is known to outperform the traditional 2-step methods under low Signal to Noise Ratio (SNR) conditions. We propose an improvement to the DPD approach, using the well known minimum-variance-distortionless-response (MVDR) approach. Unlike Maximum Likelihood, the number of sources need not be known before applying the method. The combination of both the direct approach and MVDR yields unprecedented localization accuracy and resolution for weak sources. We demonstrate this approach on the problem of multistatic radar, but the method can easily be extended to general localization problems.
ISSN:2405-9595
2405-9595
DOI:10.1016/j.icte.2016.02.010