On Performance of Array Signal Processing
A unified treatment for performance evaluation of various array signal processors is presented. Detection performance is expressed in terms of the parameter of the power-type receiver operating characteristic (ROC) for optimum, beamformer, and null-steerer detectors. Estimation performance is analyzed in terms of the normalized meansquare error (MSE) for minimum mean-square error (MMSE) and maximum likelihood estimators (MLE‘s) under a varying noise environment. Sensitivity of the detection/estimation performance to the varying internal and directional noise sources is investigated. An interesting inverse relationship is presented between the normalized MSE of the MMSE estimator and the power-type ROC parameter for the optimum detector. Copyright © 1987 by The Institute of Electrical and Electronics Engineers, Inc.
Duke Scholars
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Citation
Published In
DOI
EISSN
ISSN
Publication Date
Volume
Issue
Start / End Page
Related Subject Headings
- Oceanography
- 4015 Maritime engineering
- 4006 Communications engineering
- 0913 Mechanical Engineering
- 0911 Maritime Engineering
- 0906 Electrical and Electronic Engineering