Effective Lock Detectors Based on Costas Loop Output for SBPSK Mobile Communications

In this study, we address the problem of lock detection at the output of a Costas loop when robust modulations for bandwidth-constrained military communications are used. In this respect, we propose two novel detectors that share the important constant false alarm rate property with respect to the n...

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Main Authors: D. Ferramola, T. Casilli, S. Pradella, G. Giunta, D. Orlando
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
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Online Access:https://ieeexplore.ieee.org/document/10857283/
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author D. Ferramola
T. Casilli
S. Pradella
G. Giunta
D. Orlando
author_facet D. Ferramola
T. Casilli
S. Pradella
G. Giunta
D. Orlando
author_sort D. Ferramola
collection DOAJ
description In this study, we address the problem of lock detection at the output of a Costas loop when robust modulations for bandwidth-constrained military communications are used. In this respect, we propose two novel detectors that share the important constant false alarm rate property with respect to the noise power. The first decision scheme is an improvement of the detector proposed in (Nan et al., 2021), whereas the second architecture is grounded on the likelihood ratio test where in place of the unknown parameters suitable estimates are used. Such estimates are obtained through an iterative strategy relying on the Expectation Maximization algorithm. Moreover, when possible, we provide exact statistical characterizations of the considered decision schemes (including the competitors) or, in the other case, suitable approximations that allow for a straightforward performance evaluation. The numerical examples are obtained by means of simulated data and in comparison with the most common lock detectors for this kind of communications. The numerical results highlight that the proposed detectors represent a viable means to manage real-time lock detection.
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institution Kabale University
issn 2169-3536
language English
publishDate 2025-01-01
publisher IEEE
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spelling doaj-art-fd3607a16a7d449ab3df87bf62ca9eb12025-02-07T00:01:45ZengIEEEIEEE Access2169-35362025-01-0113225512256510.1109/ACCESS.2025.353636010857283Effective Lock Detectors Based on Costas Loop Output for SBPSK Mobile CommunicationsD. Ferramola0T. Casilli1S. Pradella2G. Giunta3https://orcid.org/0000-0002-1514-2576D. Orlando4https://orcid.org/0000-0001-8630-8505Data Link of MBDA Missiles Systems, Rome, ItalyData Link of MBDA Missiles Systems, Rome, ItalyData Link of MBDA Missiles Systems, Rome, ItalyNational Inter-University Consortium for Telecommunications (CNIT), Industrial, Electronic and Mechanical Engineering Department, University of Roma Tre, Rome, ItalyDepartment of Information Engineering, Università degli Studi di Pisa, Pisa, ItalyIn this study, we address the problem of lock detection at the output of a Costas loop when robust modulations for bandwidth-constrained military communications are used. In this respect, we propose two novel detectors that share the important constant false alarm rate property with respect to the noise power. The first decision scheme is an improvement of the detector proposed in (Nan et al., 2021), whereas the second architecture is grounded on the likelihood ratio test where in place of the unknown parameters suitable estimates are used. Such estimates are obtained through an iterative strategy relying on the Expectation Maximization algorithm. Moreover, when possible, we provide exact statistical characterizations of the considered decision schemes (including the competitors) or, in the other case, suitable approximations that allow for a straightforward performance evaluation. The numerical examples are obtained by means of simulated data and in comparison with the most common lock detectors for this kind of communications. The numerical results highlight that the proposed detectors represent a viable means to manage real-time lock detection.https://ieeexplore.ieee.org/document/10857283/Binary phase-shift keyingconstant false alarm rateCostas loopdetectionlock detectorshaped binary phase-shift keying
spellingShingle D. Ferramola
T. Casilli
S. Pradella
G. Giunta
D. Orlando
Effective Lock Detectors Based on Costas Loop Output for SBPSK Mobile Communications
IEEE Access
Binary phase-shift keying
constant false alarm rate
Costas loop
detection
lock detector
shaped binary phase-shift keying
title Effective Lock Detectors Based on Costas Loop Output for SBPSK Mobile Communications
title_full Effective Lock Detectors Based on Costas Loop Output for SBPSK Mobile Communications
title_fullStr Effective Lock Detectors Based on Costas Loop Output for SBPSK Mobile Communications
title_full_unstemmed Effective Lock Detectors Based on Costas Loop Output for SBPSK Mobile Communications
title_short Effective Lock Detectors Based on Costas Loop Output for SBPSK Mobile Communications
title_sort effective lock detectors based on costas loop output for sbpsk mobile communications
topic Binary phase-shift keying
constant false alarm rate
Costas loop
detection
lock detector
shaped binary phase-shift keying
url https://ieeexplore.ieee.org/document/10857283/
work_keys_str_mv AT dferramola effectivelockdetectorsbasedoncostasloopoutputforsbpskmobilecommunications
AT tcasilli effectivelockdetectorsbasedoncostasloopoutputforsbpskmobilecommunications
AT spradella effectivelockdetectorsbasedoncostasloopoutputforsbpskmobilecommunications
AT ggiunta effectivelockdetectorsbasedoncostasloopoutputforsbpskmobilecommunications
AT dorlando effectivelockdetectorsbasedoncostasloopoutputforsbpskmobilecommunications