Integrated Doppler Positioning in a Narrowband Satellite System: Performance Bound, Parameter Estimation and Receiver Architecture
As an alternative positioning, navigation and timing (PNT) method, integrated Doppler positioning is important in emerging direct satellite-to-phone communication and satellite-based remote Internet of things (IoT) systems to help locate ground terminals. In this work, we offer a fundamental charact...
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description | As an alternative positioning, navigation and timing (PNT) method, integrated Doppler positioning is important in emerging direct satellite-to-phone communication and satellite-based remote Internet of things (IoT) systems to help locate ground terminals. In this work, we offer a fundamental characterization of Doppler positioning by proposing a new scalable and analytical Doppler positioning performance bound that can be used for fast estimation of the Doppler positioning dilution in place of the legacy position dilution of precision (PDOP) expression. Then, to maximize the Doppler estimation accuracy, a Doppler estimation algorithm based on the whole signal packet is proposed, in which the Doppler rate is also considered. Finally, based on mathematical analysis, a Doppler positioning receiver architecture is proposed. Simulations are conducted with a 288-satellite Walker-δ 800 km low-Earth-orbit (LEO) satellite constellation to corroborate the mathematical analysis. The results show that the median relative error of the proposed performance bound for Doppler positioning is less than 2.5% and that the proposed Doppler estimation algorithm outperforms other Doppler estimation algorithms for Doppler positioning and approaches the Cramér-Rao lower bound (CRLB). |
doi_str_mv | 10.1109/JIOT.2023.3327711 |
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In this work, we offer a fundamental characterization of Doppler positioning by proposing a new scalable and analytical Doppler positioning performance bound that can be used for fast estimation of the Doppler positioning dilution in place of the legacy position dilution of precision (PDOP) expression. Then, to maximize the Doppler estimation accuracy, a Doppler estimation algorithm based on the whole signal packet is proposed, in which the Doppler rate is also considered. Finally, based on mathematical analysis, a Doppler positioning receiver architecture is proposed. Simulations are conducted with a 288-satellite Walker-δ 800 km low-Earth-orbit (LEO) satellite constellation to corroborate the mathematical analysis. The results show that the median relative error of the proposed performance bound for Doppler positioning is less than 2.5% and that the proposed Doppler estimation algorithm outperforms other Doppler estimation algorithms for Doppler positioning and approaches the Cramér-Rao lower bound (CRLB).</description><identifier>ISSN: 2327-4662</identifier><identifier>EISSN: 2327-4662</identifier><identifier>DOI: 10.1109/JIOT.2023.3327711</identifier><identifier>CODEN: IITJAU</identifier><language>eng</language><publisher>Piscataway: IEEE</publisher><subject>Algorithms ; Computer architecture ; Dilution ; Doppler effect ; Doppler Estimation ; Doppler Positioning ; Estimation ; Frequency estimation ; Integrated Satellite Navigation and Positioning ; Internet of Things ; Low earth orbit satellites ; Low earth orbits ; Lower bounds ; Mathematical analysis ; Narrowband ; NB-IoT ; Orbits ; Parameter estimation ; Performance Bound ; Receivers ; Satellite constellations ; Satellites</subject><ispartof>IEEE internet of things journal, 2024-03, Vol.11 (6), p.1-1</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. 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subjects | Algorithms Computer architecture Dilution Doppler effect Doppler Estimation Doppler Positioning Estimation Frequency estimation Integrated Satellite Navigation and Positioning Internet of Things Low earth orbit satellites Low earth orbits Lower bounds Mathematical analysis Narrowband NB-IoT Orbits Parameter estimation Performance Bound Receivers Satellite constellations Satellites |
title | Integrated Doppler Positioning in a Narrowband Satellite System: Performance Bound, Parameter Estimation and Receiver Architecture |
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