54c92fe237e77d7beec2a388533f3978 GPSSol_a2022v26n1p17.pdf d0580e7c2f9a0926f6b5bc7aadb1f8b3ba47ed76 GPSSol_a2022v26n1p17.pdf 805c65c0b723302d7f5c5b733b3b5539e6dab7ece7c7a88db5592607ab218790 GPSSol_a2022v26n1p17.pdf Title: Performance assessment of a low-complexity autoregressive Kalman filter for GNSS carrier tracking using real scintillation time series Subject: GPS Solutions, https://doi.org/10.1007/s10291-021-01193-0 Keywords: Autoregressive modeling,Carrier tracking,GNSS,Ionospheric scintillation,Kalman filter Author: Sergi Locubiche-Serra Creator: Springer Producer: Acrobat Distiller 10.1.8 (Windows) CreationDate: Fri Nov 26 08:53:08 2021 CET ModDate: Mon Jan 17 16:03:57 2022 CET Tagged: no UserProperties: no Suspects: no Form: AcroForm JavaScript: no Pages: 14 Encrypted: no Page size: 595.276 x 790.866 pts Page rot: 0 File size: 2384265 bytes Optimized: yes PDF version: 1.6 name type encoding emb sub uni object ID ------------------------------------ ----------------- 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CenterWindow: false DisplayDocTitle: false NonFullScreenPageMode: UseNone Direction: L2R ViewArea: CropBox ViewClip: CropBox PrintArea: CropBox PageClip: CropBox PageLayout: SinglePage PageMode: UseOutlines Language: EN Outlines: Item: Title: Performance assessment of a low-complexity autoregressive Kalman filter for GNSS carrier tracking using real scintillation tim攀 猀攀爀椀攀猩㸾൥湤潢樍ㄶ〳‰扪഼㰯䐨㄰㈹ㅟ㈰㈱弱ㄹ㍟䅲瑩捬攮楮摤㩁湣桯爠ㄺㄱ〩⽓⽇潔漾㸍敮摯扪റ㘰㐠〠潢樍㰼⽁‱㘵ㄠ〠刯䍛〮〠〮〠〮そ⽃潵湴‰⽆‰⽎數琠ㄶ㌳‰⁒⽐慲敮琠ㄶ〲‰⁒⽔楴汥⣾＀䄀戀猀琀爀愀挀琩㸾൥湤潢樍ㄶ〵‰扪഼㰯䄠ㄶ〶‰⁒⽃嬰⸰‰⸰‰⸰崯䍯畮琠〯䘠〯偡牥湴‱㘰㈠〠刯偲敶‱㘰㜠〠刯呩瑬攨References Children: Item: Title: Abstract Item: Title: Introduction Item: Title: Architecture of GNSS receivers Children: Item: Title: Tracking stage Item: Title: Effect of ionospheric scintillation Item: Title: Signal models Children: Item: Title: Signal model for carrier phase dynamics Item: Title: Signal model for phase scintillation Item: Title: AR model fitting of phase scintillation Children: Item: Title: Scintillation time series Item: Title: Suitability of phase scintillation AR fitting Item: Title: Kalman filter equations Item: Title: Hybrid autoregressive Kalman filter (KF-AR) Children: Item: Title: Baseline technique: the KF-AR(1): state-space and observation models Item: Title: Adaptive technique: the AHL-KF-AR(0, 1) Children: Item: Title: Feature 1: optimal fixed AR parameters Item: Title: Feature 2: real-time scintillation detection Item: Title: Feature 3: adaptive hard-limited measurement noise variance Item: Title: Experimentation results and performance evaluation Children: Item: Title: Experiment 1: KF-AR performance for low- and high-latitude scintillation Item: Title: Experiment 2: KF-AR operational region Item: Title: Conclusions Item: Title: Acknowledgements Item: Title: References Info: Title: Performance assessment of a low-complexity autoregressive Kalman filter for GNSS carrier tracking using real scintillation time series Author: Sergi Locubiche-Serra Subject: GPS Solutions, https://doi.org/10.1007/s10291-021-01193-0 Keywords: Autoregressive modeling,Carrier tracking,GNSS,Ionospheric scintillation,Kalman filter Creator: Springer Producer: Acrobat Distiller 10.1.8 (Windows) CreationDate: Fri Nov 26 09:23:08 CET 2021 ModDate: Mon Jan 17 16:33:57 CET 2022 ID: 0x2100180aa789484daa231b3f12f41f32, 0x0f7c43ed06c8814e8afdfbe34298d555 Filters: FilterPipeline: FlateDecode FilterPipeline: DCTDecode Images: Image: NisoImageMetadata: FormatName: image/png ImageWidth: 969 ImageHeight: 988 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Filter: FlateDecode Intent: RelativeColorimetric Name: X Image: NisoImageMetadata: FormatName: image/png ImageWidth: 827 ImageHeight: 1972 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Filter: FlateDecode Intent: RelativeColorimetric Name: X Image: NisoImageMetadata: FormatName: image/jpg CompressionScheme: JPEG ImageWidth: 969 ImageHeight: 685 ColorSpace: RGB BitsPerSample: 8 BitsPerSampleUnit: integer Intent: RelativeColorimetric Name: X Image: 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BaseFont: CZYFNJ+STIXGeneral-Italic14 FontSubset: true FirstChar: 26 LastChar: 33 FontDescriptor: FontName: CZYFNJ+STIXGeneral-Italic14 Flags: Symbolic FontBBox: -124, -207, 769, 683 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: XPGBVT+STIXMathExtensions-Regular3 FontSubset: true FirstChar: 28 LastChar: 33 FontDescriptor: FontName: XPGBVT+STIXMathExtensions-Regular3 Flags: Symbolic FontBBox: 0, -3009, 1211, 959 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: XPGBVT+STIXMathExtensions-Regular2 FontSubset: true FirstChar: 31 LastChar: 33 FontDescriptor: FontName: XPGBVT+STIXMathExtensions-Regular2 Flags: Symbolic FontBBox: 0, -3009, 1211, 959 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: BVJZZL+STIXMath-Regular9 FontSubset: true FirstChar: 31 LastChar: 33 FontDescriptor: FontName: BVJZZL+STIXMath-Regular9 Flags: Symbolic FontBBox: 0, -222, 854, 710 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: CZYFNJ+STIXGeneral-Italic16 FontSubset: true FirstChar: 30 LastChar: 33 FontDescriptor: FontName: CZYFNJ+STIXGeneral-Italic16 Flags: Symbolic FontBBox: -124, -207, 769, 683 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: HPDZFZ+STIXGeneral-Regular8 FontSubset: true FirstChar: 31 LastChar: 33 FontDescriptor: FontName: HPDZFZ+STIXGeneral-Regular8 Flags: Serif, Symbolic FontBBox: 0, -218, 864, 688 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: BVJZZL+STIXMath-Italic12 FontSubset: true FirstChar: 31 LastChar: 33 FontDescriptor: FontName: BVJZZL+STIXMath-Italic12 Flags: Symbolic FontBBox: 0, -187, 2323, 816 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: STPYBY+Wingdings-Regular FontSubset: true FirstChar: 0 LastChar: 255 FontDescriptor: FontName: STPYBY+Wingdings-Regular Flags: Nonsymbolic FontBBox: 0, -103, 1359, 439 FontFile3: true Encoding: WinAnsiEncoding ToUnicode: true Font: BaseFont: BVJZZL+STIXMath-Italic10 FontSubset: true FirstChar: 30 LastChar: 33 FontDescriptor: FontName: BVJZZL+STIXMath-Italic10 Flags: Symbolic FontBBox: 0, -187, 2323, 816 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: XPGBVT+STIXMathExtensions-Regular5 FontSubset: true FirstChar: 30 LastChar: 33 FontDescriptor: FontName: XPGBVT+STIXMathExtensions-Regular5 Flags: Symbolic FontBBox: 0, -3009, 1211, 959 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: HPDZFZ+STIXGeneral-Regular6 FontSubset: true FirstChar: 30 LastChar: 33 FontDescriptor: FontName: HPDZFZ+STIXGeneral-Regular6 Flags: Serif, Symbolic FontBBox: 0, -218, 864, 688 FontFile3: true EncodingDictionary: BaseEncoding: 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FontDescriptor: FontName: XPGBVT+STIXMathExtensions-Regular4 Flags: Symbolic FontBBox: 0, -3009, 1211, 959 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: HPDZFZ+STIXGeneral-Regular7 FontSubset: true FirstChar: 30 LastChar: 33 FontDescriptor: FontName: HPDZFZ+STIXGeneral-Regular7 Flags: Serif, Symbolic FontBBox: 0, -218, 864, 688 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: BVJZZL+STIXMath-Italic11 FontSubset: true FirstChar: 30 LastChar: 33 FontDescriptor: FontName: BVJZZL+STIXMath-Italic11 Flags: Symbolic FontBBox: 0, -187, 2323, 816 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: BVJZZL+STIXMath-Italic9 FontSubset: true FirstChar: 31 LastChar: 33 FontDescriptor: FontName: BVJZZL+STIXMath-Italic9 Flags: Symbolic FontBBox: 0, -187, 2323, 816 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: HPDZFZ+STIXGeneral-Regular5 FontSubset: true FirstChar: 28 LastChar: 33 FontDescriptor: FontName: HPDZFZ+STIXGeneral-Regular5 Flags: Serif, Symbolic FontBBox: 0, -218, 864, 688 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: BVJZZL+STIXMath-Italic15 FontSubset: true FirstChar: 29 LastChar: 33 FontDescriptor: FontName: BVJZZL+STIXMath-Italic15 Flags: Symbolic FontBBox: 0, -187, 2323, 816 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: MHOYXP+STIXGeneral-Regular11 FontSubset: true FirstChar: 30 LastChar: 33 FontDescriptor: FontName: MHOYXP+STIXGeneral-Regular11 Flags: Symbolic FontBBox: 0, -218, 864, 683 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: BVJZZL+STIXMath-Italic16 FontSubset: true FirstChar: 30 LastChar: 33 FontDescriptor: FontName: BVJZZL+STIXMath-Italic16 Flags: Symbolic FontBBox: 0, -187, 2323, 816 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: CZYFNJ+STIXGeneral-Italic18 FontSubset: true FirstChar: 26 LastChar: 33 FontDescriptor: FontName: CZYFNJ+STIXGeneral-Italic18 Flags: Symbolic FontBBox: -124, -207, 769, 683 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: BVJZZL+STIXMath-Italic17 FontSubset: true FirstChar: 30 LastChar: 33 FontDescriptor: FontName: BVJZZL+STIXMath-Italic17 Flags: Symbolic FontBBox: 0, -187, 2323, 816 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: CZYFNJ+STIXGeneral-Italic17 FontSubset: true FirstChar: 26 LastChar: 33 FontDescriptor: FontName: CZYFNJ+STIXGeneral-Italic17 Flags: Symbolic FontBBox: -124, -207, 769, 683 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: CZYFNJ+STIXGeneral-Italic19 FontSubset: true FirstChar: 31 LastChar: 33 FontDescriptor: FontName: CZYFNJ+STIXGeneral-Italic19 Flags: Symbolic FontBBox: -124, -207, 769, 683 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: BVJZZL+STIXMath-Regular13 FontSubset: true FirstChar: 29 LastChar: 33 FontDescriptor: FontName: BVJZZL+STIXMath-Regular13 Flags: Symbolic FontBBox: 0, -222, 854, 710 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: BVJZZL+STIXMath-Regular11 FontSubset: true FirstChar: 28 LastChar: 33 FontDescriptor: FontName: BVJZZL+STIXMath-Regular11 Flags: Symbolic FontBBox: 0, -222, 854, 710 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: HPDZFZ+STIXGeneral-Regular9 FontSubset: true FirstChar: 30 LastChar: 33 FontDescriptor: FontName: HPDZFZ+STIXGeneral-Regular9 Flags: Serif, Symbolic FontBBox: 0, -218, 864, 688 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: BVJZZL+STIXMath-Italic14 FontSubset: true FirstChar: 28 LastChar: 33 FontDescriptor: FontName: BVJZZL+STIXMath-Italic14 Flags: Symbolic FontBBox: 0, -187, 2323, 816 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: BVJZZL+STIXMath-Italic13 FontSubset: true FirstChar: 28 LastChar: 33 FontDescriptor: FontName: BVJZZL+STIXMath-Italic13 Flags: Symbolic FontBBox: 0, -187, 2323, 816 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: BVJZZL+STIXMath-Regular12 FontSubset: true FirstChar: 28 LastChar: 33 FontDescriptor: FontName: BVJZZL+STIXMath-Regular12 Flags: Symbolic FontBBox: 0, -222, 854, 710 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true Font: BaseFont: XPGBVT+STIXMathExtensions-Regular6 FontSubset: true FirstChar: 26 LastChar: 33 FontDescriptor: FontName: XPGBVT+STIXMathExtensions-Regular6 Flags: Symbolic FontBBox: 0, -3009, 1211, 959 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: MHOYXP+STIXGeneral-Regular10 FontSubset: true FirstChar: 19 LastChar: 33 FontDescriptor: FontName: MHOYXP+STIXGeneral-Regular10 Flags: Symbolic FontBBox: 0, -218, 864, 683 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: HPDZFZ+STIXGeneral-Regular14 FontSubset: true FirstChar: 29 LastChar: 33 FontDescriptor: FontName: HPDZFZ+STIXGeneral-Regular14 Flags: Serif, Symbolic FontBBox: 0, -218, 864, 688 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: BVJZZL+STIXMath-Italic20 FontSubset: true FirstChar: 31 LastChar: 33 FontDescriptor: FontName: BVJZZL+STIXMath-Italic20 Flags: Symbolic FontBBox: 0, -187, 2323, 816 FontFile3: true EncodingDictionary: BaseEncoding: 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BaseFont: MHOYXP+STIXGeneral-Regular3 FontSubset: true FirstChar: 31 LastChar: 33 FontDescriptor: FontName: MHOYXP+STIXGeneral-Regular3 Flags: Symbolic FontBBox: 0, -218, 864, 683 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true Font: BaseFont: BVJZZL+STIXMath-Italic4 FontSubset: true FirstChar: 28 LastChar: 33 FontDescriptor: FontName: BVJZZL+STIXMath-Italic4 Flags: Symbolic FontBBox: 0, -187, 2323, 816 FontFile3: true EncodingDictionary: BaseEncoding: WinAnsiEncoding Differences: true ToUnicode: true XMP: 2021-11-26T13:23:08+05:30 Springer 2022-01-17T20:33:57+05:30 2022-01-17T20:33:57+05:30 Acrobat Distiller 10.1.8 (Windows) Autoregressive modeling,Carrier tracking,GNSS,Ionospheric scintillation,Kalman filter application/pdf https://doi.org/10.1007/s10291-021-01193-0 Springer Berlin Heidelberg GPS Solutions, https://doi.org/10.1007/s10291-021-01193-0 Autoregressive modeling Carrier tracking GNSS Ionospheric scintillation Kalman filter Performance assessment of a low-complexity autoregressive Kalman filter for GNSS carrier tracking using real scintillation time series Sergi Locubiche-Serra Gonzalo Seco-Granados José A. López-Salcedo 10.1007/s10291-021-01193-0 2010-04-23 true springer.com springerlink.com https://doi.org/10.1007/s10291-021-01193-0 10.1007/s10291-021-01193-0 1521-1886 26 1 1 14 journal GPS Solutions The Author(s) 2010-04-23 true 10.1007/s10291-021-01193-0 noindex springer.com springerlink.com VoR uuid:83bb6d52-88c8-482c-b47c-523558c28f43 uuid:fc782204-c8bf-49ad-a7c7-845a5f32b8f7 default 1 converted uuid:adc601ac-a09a-41e6-8422-4dc5eb7e2a14 converted to PDF/A-2b pdfToolbox 2022-01-17T20:32:27+05:30 converted uuid:36cfbff3-9e23-453c-b57c-22fb02068982 converted to PDF/A-2b pdfToolbox 2022-01-17T20:33:56+05:30 2 B Sergi Locubiche-Serra http://orcid.org/0000-0001-9827-4007 http://ns.adobe.com/pdfx/1.3/ pdfx Adobe Document Info PDF eXtension Schema external Mirrors crossmark:MajorVersionDate CrossmarkMajorVersionDate Text external Mirrors crossmark:CrossmarkDomainExclusive CrossmarkDomainExclusive Text internal Mirrors crossmark:DOI doi Text external Mirrors crossmark:CrosMarkDomains CrossMarkDomains seq Text internal A name object indicating whether the document has been modified to include trapping information robots Text internal ID of PDF/X standard GTS_PDFXVersion Text internal Conformance level of PDF/X standard GTS_PDFXConformance Text internal Company creating the PDF Company Text internal Date when document was last modified SourceModified Text http://crossref.org/crossmark/1.0/ crossmark Crossmark Schema internal Usual same as prism:doi DOI Text external The date when a publication was publishe. 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