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Evaluating expectation-maximization algorithm for 2D DOA estimation via planar antenna arrays

Published: 22 March 2017 Publication History

Abstract

The paper is devoted direction-of-arrival (DOA) estimation in case of planar antenna arrays relating to azimuth and elevation source location. We investigate circular antenna array which is well known and studied and additionally compare it with L and curved shapes. As the methods of DOA estimation stochastic maximum likelihood (SML) and expectation-maximization (EM) algorithms are studied.

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  • (2022)Probability of False Peaks Circular and Concentric Array Antennas Direction2022 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA)10.1109/HORA55278.2022.9800080(1-5)Online publication date: 9-Jun-2022
  • (2022)ECG classification system based on multi-domain features approach coupled with least square support vector machine (LS-SVM)Computer Methods in Biomechanics and Biomedical Engineering10.1080/10255842.2022.207268426:5(540-547)Online publication date: 13-May-2022
  • (2021)Determinant of Covariance Matrix Model Coupled with AdaBoost Classification Algorithm for EEG Seizure DetectionDiagnostics10.3390/diagnostics1201007412:1(74)Online publication date: 29-Dec-2021
  1. Evaluating expectation-maximization algorithm for 2D DOA estimation via planar antenna arrays

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    cover image ACM Other conferences
    HP3C-2017: Proceedings of the International Conference on High Performance Compilation, Computing and Communications
    March 2017
    149 pages
    ISBN:9781450348683
    DOI:10.1145/3069593
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Published: 22 March 2017

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    Author Tags

    1. Direction-of-arrival
    2. antenna arrays
    3. azimuth-elevation
    4. expectation-maximization
    5. maximum likelihood

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    • (2022)Probability of False Peaks Circular and Concentric Array Antennas Direction2022 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA)10.1109/HORA55278.2022.9800080(1-5)Online publication date: 9-Jun-2022
    • (2022)ECG classification system based on multi-domain features approach coupled with least square support vector machine (LS-SVM)Computer Methods in Biomechanics and Biomedical Engineering10.1080/10255842.2022.207268426:5(540-547)Online publication date: 13-May-2022
    • (2021)Determinant of Covariance Matrix Model Coupled with AdaBoost Classification Algorithm for EEG Seizure DetectionDiagnostics10.3390/diagnostics1201007412:1(74)Online publication date: 29-Dec-2021

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