begin hw4

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eneller
2026-05-17 09:40:05 +02:00
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# HW 4
Write an R script to calculate the output of the Klobuchar model.
Provide a GUI means for entering input data, and the name and the
path to navigation message file with coefficients of the Klobuchar
model. Load the coefficients of the Klobuchar model from the given
RINEX n file using a dedicated function in the R script. Provide a
feature to calculate the value of the ionospheric delay of the GPS
signal during 24 hours of a given day, in 1-minute increments, with
the given coefficients of the ionospheric model. Verify the correctness
of the algorithm implementation with a given numerical example. After
that, conduct a 24-hour simulation of the GPS ionospheric delay in 1-
minute increments for the position φu = 45.33709°, λu = 14.42496°, E
= 90°, A = 180°. Store the estimated 24-hour simulation data set in a
dedicated file on the local disc.
The problem description, method, R script and implementation results
should be presented in a single HTML document, which should be
sent to the subject teacher's e-mail by May 21, 2026 at 23:59 CEST.
```{r read-file}
# Function to extract Klobuchar parameters from a RINEX navigation file
extract_klobuchar_parameters <- function(rinex_file) {
ion_alpha <- numeric(4)
ion_beta <- numeric(4)
# Read the file line by line
con <- file(rinex_file, "r")
while (length(line <- readLines(con, n = 1)) > 0) {
if (grepl("ION ALPHA", line, fixed = TRUE)) {
# Extract the 4 numeric values from the line
ion_alpha <- unlist(strsplit(line, "\\s+"))[2:5]
}
if (grepl("ION BETA", line, fixed = TRUE)) {
# Extract the 4 numeric values from the line
ion_beta <- unlist(strsplit(line, "\\s+"))[2:5]
}
# Stop reading if we've reached the end of the header (END OF HEADER)
if (grepl("END OF HEADER", line, fixed = TRUE)) {
break
}
}
close(con)
# Return the parameters as a named list
list(
ION_ALPHA = ion_alpha,
ION_BETA = ion_beta
)
}
rinex_file <- "brdc0930.26n"
klobuchar_params <- extract_klobuchar_parameters(rinex_file)
print(klobuchar_params)
```

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# SDR
## Software
https://gnss-sdr.org/docs/overview/
https://gage.upc.edu/en/learning-materials/software-tools/glab-tool-suite
RTKLib

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@@ -1,6 +1,6 @@
{ {
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"Version": "4.5.2", "Version": "4.6.0",
"Repositories": [ "Repositories": [
{ {
"Name": "CRAN", "Name": "CRAN",
@@ -59,7 +59,7 @@
}, },
"bslib": { "bslib": {
"Package": "bslib", "Package": "bslib",
"Version": "0.10.0", "Version": "0.11.0",
"Source": "Repository", "Source": "Repository",
"Title": "Custom 'Bootstrap' 'Sass' Themes for 'shiny' and 'rmarkdown'", "Title": "Custom 'Bootstrap' 'Sass' Themes for 'shiny' and 'rmarkdown'",
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@@ -96,7 +96,7 @@
"magrittr", "magrittr",
"rappdirs", "rappdirs",
"rmarkdown (>= 2.7)", "rmarkdown (>= 2.7)",
"shiny (>= 1.11.1)", "shiny (>= 1.11.1.9000)",
"testthat", "testthat",
"thematic", "thematic",
"tools", "tools",
@@ -107,12 +107,12 @@
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"Config/testthat/edition": "3", "Config/testthat/edition": "3",
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"Config/testthat/start-first": "zzzz-bs-sass, fonts, zzz-precompile, theme-*, rmd-*", "Config/testthat/start-first": "zzzz-bs-sass, fonts, zzz-precompile, theme-*, rmd-*",
"Encoding": "UTF-8", "Encoding": "UTF-8",
"RoxygenNote": "7.3.3", "Collate": "'accordion.R' 'breakpoints.R' 'bs-current-theme.R' 'bs-dependencies.R' 'bs-global.R' 'bs-remove.R' 'bs-theme-layers.R' 'bs-theme-preset-bootswatch.R' 'bs-theme-preset-brand.R' 'bs-theme-preset-builtin.R' 'bs-theme-preset.R' 'utils.R' 'bs-theme-preview.R' 'bs-theme-update.R' 'bs-theme.R' 'bslib-package.R' 'buttons.R' 'card.R' 'deprecated.R' 'files.R' 'fill.R' 'imports.R' 'input-code-editor.R' 'input-dark-mode.R' 'input-submit.R' 'input-switch.R' 'layout.R' 'nav-items.R' 'nav-update.R' 'navbar_options.R' 'navs-legacy.R' 'navs.R' 'onLoad.R' 'page.R' 'popover.R' 'precompiled.R' 'print.R' 'shiny-devmode.R' 'sidebar.R' 'staticimports.R' 'toast.R' 'toolbar.R' 'tooltip.R' 'utils-deps.R' 'utils-shiny.R' 'utils-tags.R' 'value-box.R' 'version-default.R' 'versions.R'",
"Collate": "'accordion.R' 'breakpoints.R' 'bs-current-theme.R' 'bs-dependencies.R' 'bs-global.R' 'bs-remove.R' 'bs-theme-layers.R' 'bs-theme-preset-bootswatch.R' 'bs-theme-preset-brand.R' 'bs-theme-preset-builtin.R' 'bs-theme-preset.R' 'utils.R' 'bs-theme-preview.R' 'bs-theme-update.R' 'bs-theme.R' 'bslib-package.R' 'buttons.R' 'card.R' 'deprecated.R' 'files.R' 'fill.R' 'imports.R' 'input-code-editor.R' 'input-dark-mode.R' 'input-submit.R' 'input-switch.R' 'layout.R' 'nav-items.R' 'nav-update.R' 'navbar_options.R' 'navs-legacy.R' 'navs.R' 'onLoad.R' 'page.R' 'popover.R' 'precompiled.R' 'print.R' 'shiny-devmode.R' 'sidebar.R' 'staticimports.R' 'toast.R' 'tooltip.R' 'utils-deps.R' 'utils-shiny.R' 'utils-tags.R' 'value-box.R' 'version-default.R' 'versions.R'",
"NeedsCompilation": "no", "NeedsCompilation": "no",
"Author": "Carson Sievert [aut, cre] (ORCID: <https://orcid.org/0000-0002-4958-2844>), Joe Cheng [aut], Garrick Aden-Buie [aut] (ORCID: <https://orcid.org/0000-0002-7111-0077>), Posit Software, PBC [cph, fnd], Bootstrap contributors [ctb] (Bootstrap library), Twitter, Inc [cph] (Bootstrap library), Javi Aguilar [ctb, cph] (Bootstrap colorpicker library), Thomas Park [ctb, cph] (Bootswatch library), PayPal [ctb, cph] (Bootstrap accessibility plugin)", "Author": "Carson Sievert [aut, cre] (ORCID: <https://orcid.org/0000-0002-4958-2844>), Joe Cheng [aut], Garrick Aden-Buie [aut] (ORCID: <https://orcid.org/0000-0002-7111-0077>), Posit Software, PBC [cph, fnd], Bootstrap contributors [ctb] (Bootstrap library), Twitter, Inc [cph] (Bootstrap library), Javi Aguilar [ctb, cph] (Bootstrap colorpicker library), Thomas Park [ctb, cph] (Bootswatch library), PayPal [ctb, cph] (Bootstrap accessibility plugin)",
"Maintainer": "Carson Sievert <carson@posit.co>", "Maintainer": "Carson Sievert <carson@posit.co>",
@@ -146,10 +146,10 @@
}, },
"cli": { "cli": {
"Package": "cli", "Package": "cli",
"Version": "3.6.5", "Version": "3.6.6",
"Source": "Repository", "Source": "Repository",
"Title": "Helpers for Developing Command Line Interfaces", "Title": "Helpers for Developing Command Line Interfaces",
"Authors@R": "c( person(\"Gábor\", \"Csárdi\", , \"gabor@posit.co\", role = c(\"aut\", \"cre\")), person(\"Hadley\", \"Wickham\", role = \"ctb\"), person(\"Kirill\", \"Müller\", role = \"ctb\"), person(\"Salim\", \"Brüggemann\", , \"salim-b@pm.me\", role = \"ctb\", comment = c(ORCID = \"0000-0002-5329-5987\")), person(\"Posit Software, PBC\", role = c(\"cph\", \"fnd\")) )", "Authors@R": "c( person(\"Gábor\", \"Csárdi\", , \"gabor@posit.co\", role = c(\"aut\", \"cre\")), person(\"Hadley\", \"Wickham\", role = \"ctb\"), person(\"Kirill\", \"Müller\", role = \"ctb\"), person(\"Salim\", \"Brüggemann\", , \"salim-b@pm.me\", role = \"ctb\", comment = c(ORCID = \"0000-0002-5329-5987\")), person(\"Posit Software, PBC\", role = c(\"cph\", \"fnd\"), comment = c(ROR = \"03wc8by49\")) )",
"Description": "A suite of tools to build attractive command line interfaces ('CLIs'), from semantic elements: headings, lists, alerts, paragraphs, etc. Supports custom themes via a 'CSS'-like language. It also contains a number of lower level 'CLI' elements: rules, boxes, trees, and 'Unicode' symbols with 'ASCII' alternatives. It support ANSI colors and text styles as well.", "Description": "A suite of tools to build attractive command line interfaces ('CLIs'), from semantic elements: headings, lists, alerts, paragraphs, etc. Supports custom themes via a 'CSS'-like language. It also contains a number of lower level 'CLI' elements: rules, boxes, trees, and 'Unicode' symbols with 'ASCII' alternatives. It support ANSI colors and text styles as well.",
"License": "MIT + file LICENSE", "License": "MIT + file LICENSE",
"URL": "https://cli.r-lib.org, https://github.com/r-lib/cli", "URL": "https://cli.r-lib.org, https://github.com/r-lib/cli",
@@ -184,10 +184,11 @@
], ],
"Config/Needs/website": "r-lib/asciicast, bench, brio, cpp11, decor, desc, fansi, prettyunits, sessioninfo, tidyverse/tidytemplate, usethis, vctrs", "Config/Needs/website": "r-lib/asciicast, bench, brio, cpp11, decor, desc, fansi, prettyunits, sessioninfo, tidyverse/tidytemplate, usethis, vctrs",
"Config/testthat/edition": "3", "Config/testthat/edition": "3",
"Config/usethis/last-upkeep": "2025-04-25",
"Encoding": "UTF-8", "Encoding": "UTF-8",
"RoxygenNote": "7.3.2", "RoxygenNote": "7.3.2.9000",
"NeedsCompilation": "yes", "NeedsCompilation": "yes",
"Author": "Gábor Csárdi [aut, cre], Hadley Wickham [ctb], Kirill Müller [ctb], Salim Brüggemann [ctb] (<https://orcid.org/0000-0002-5329-5987>), Posit Software, PBC [cph, fnd]", "Author": "Gábor Csárdi [aut, cre], Hadley Wickham [ctb], Kirill Müller [ctb], Salim Brüggemann [ctb] (ORCID: <https://orcid.org/0000-0002-5329-5987>), Posit Software, PBC [cph, fnd] (ROR: <https://ror.org/03wc8by49>)",
"Maintainer": "Gábor Csárdi <gabor@posit.co>", "Maintainer": "Gábor Csárdi <gabor@posit.co>",
"Repository": "CRAN" "Repository": "CRAN"
}, },
@@ -313,7 +314,7 @@
}, },
"fs": { "fs": {
"Package": "fs", "Package": "fs",
"Version": "1.6.7", "Version": "2.1.0",
"Source": "Repository", "Source": "Repository",
"Title": "Cross-Platform File System Operations Based on 'libuv'", "Title": "Cross-Platform File System Operations Based on 'libuv'",
"Authors@R": "c( person(\"Jim\", \"Hester\", role = \"aut\"), person(\"Hadley\", \"Wickham\", role = \"aut\"), person(\"Gábor\", \"Csárdi\", role = \"aut\"), person(\"Jeroen\", \"Ooms\", , \"jeroenooms@gmail.com\", role = \"cre\"), person(\"libuv project contributors\", role = \"cph\", comment = \"libuv library\"), person(\"Joyent, Inc. and other Node contributors\", role = \"cph\", comment = \"libuv library\"), person(\"Posit Software, PBC\", role = c(\"cph\", \"fnd\"), comment = c(ROR = \"03wc8by49\")) )", "Authors@R": "c( person(\"Jim\", \"Hester\", role = \"aut\"), person(\"Hadley\", \"Wickham\", role = \"aut\"), person(\"Gábor\", \"Csárdi\", role = \"aut\"), person(\"Jeroen\", \"Ooms\", , \"jeroenooms@gmail.com\", role = \"cre\"), person(\"libuv project contributors\", role = \"cph\", comment = \"libuv library\"), person(\"Joyent, Inc. and other Node contributors\", role = \"cph\", comment = \"libuv library\"), person(\"Posit Software, PBC\", role = c(\"cph\", \"fnd\"), comment = c(ROR = \"03wc8by49\")) )",
@@ -340,7 +341,7 @@
"withr" "withr"
], ],
"VignetteBuilder": "knitr", "VignetteBuilder": "knitr",
"ByteCompile": "true", "SystemRequirements": "libuv: libuv-devel (rpm) or libuv1-dev (deb). Alternatively to build the vendored libuv 'cmake' is required. GNU make.",
"Config/Needs/website": "tidyverse/tidytemplate", "Config/Needs/website": "tidyverse/tidytemplate",
"Config/testthat/edition": "3", "Config/testthat/edition": "3",
"Config/usethis/last-upkeep": "2025-04-23", "Config/usethis/last-upkeep": "2025-04-23",
@@ -348,7 +349,6 @@
"Encoding": "UTF-8", "Encoding": "UTF-8",
"Language": "en-US", "Language": "en-US",
"RoxygenNote": "7.3.3", "RoxygenNote": "7.3.3",
"SystemRequirements": "GNU make",
"NeedsCompilation": "yes", "NeedsCompilation": "yes",
"Author": "Jim Hester [aut], Hadley Wickham [aut], Gábor Csárdi [aut], Jeroen Ooms [cre], libuv project contributors [cph] (libuv library), Joyent, Inc. and other Node contributors [cph] (libuv library), Posit Software, PBC [cph, fnd] (ROR: <https://ror.org/03wc8by49>)", "Author": "Jim Hester [aut], Hadley Wickham [aut], Gábor Csárdi [aut], Jeroen Ooms [cre], libuv project contributors [cph] (libuv library), Joyent, Inc. and other Node contributors [cph] (libuv library), Posit Software, PBC [cph, fnd] (ROR: <https://ror.org/03wc8by49>)",
"Maintainer": "Jeroen Ooms <jeroenooms@gmail.com>", "Maintainer": "Jeroen Ooms <jeroenooms@gmail.com>",
@@ -723,7 +723,7 @@
}, },
"rlang": { "rlang": {
"Package": "rlang", "Package": "rlang",
"Version": "1.1.7", "Version": "1.2.0",
"Source": "Repository", "Source": "Repository",
"Title": "Functions for Base Types and Core R and 'Tidyverse' Features", "Title": "Functions for Base Types and Core R and 'Tidyverse' Features",
"Description": "A toolbox for working with base types, core R features like the condition system, and core 'Tidyverse' features like tidy evaluation.", "Description": "A toolbox for working with base types, core R features like the condition system, and core 'Tidyverse' features like tidy evaluation.",
@@ -751,7 +751,7 @@
"pkgload", "pkgload",
"rmarkdown", "rmarkdown",
"stats", "stats",
"testthat (>= 3.2.0)", "testthat (>= 3.3.2)",
"tibble", "tibble",
"usethis", "usethis",
"vctrs (>= 0.2.3)", "vctrs (>= 0.2.3)",
@@ -774,7 +774,7 @@
}, },
"rmarkdown": { "rmarkdown": {
"Package": "rmarkdown", "Package": "rmarkdown",
"Version": "2.30", "Version": "2.31",
"Source": "Repository", "Source": "Repository",
"Type": "Package", "Type": "Package",
"Title": "Dynamic Documents for R", "Title": "Dynamic Documents for R",
@@ -821,7 +821,7 @@
"Config/Needs/website": "rstudio/quillt, pkgdown", "Config/Needs/website": "rstudio/quillt, pkgdown",
"Config/testthat/edition": "3", "Config/testthat/edition": "3",
"Encoding": "UTF-8", "Encoding": "UTF-8",
"RoxygenNote": "7.3.2", "RoxygenNote": "7.3.3",
"SystemRequirements": "pandoc (>= 1.14) - http://pandoc.org", "SystemRequirements": "pandoc (>= 1.14) - http://pandoc.org",
"NeedsCompilation": "no", "NeedsCompilation": "no",
"Author": "JJ Allaire [aut], Yihui Xie [aut, cre] (ORCID: <https://orcid.org/0000-0003-0645-5666>), Christophe Dervieux [aut] (ORCID: <https://orcid.org/0000-0003-4474-2498>), Jonathan McPherson [aut], Javier Luraschi [aut], Kevin Ushey [aut], Aron Atkins [aut], Hadley Wickham [aut], Joe Cheng [aut], Winston Chang [aut], Richard Iannone [aut] (ORCID: <https://orcid.org/0000-0003-3925-190X>), Andrew Dunning [ctb] (ORCID: <https://orcid.org/0000-0003-0464-5036>), Atsushi Yasumoto [ctb, cph] (ORCID: <https://orcid.org/0000-0002-8335-495X>, cph: Number sections Lua filter), Barret Schloerke [ctb], Carson Sievert [ctb] (ORCID: <https://orcid.org/0000-0002-4958-2844>), Devon Ryan [ctb] (ORCID: <https://orcid.org/0000-0002-8549-0971>), Frederik Aust [ctb] (ORCID: <https://orcid.org/0000-0003-4900-788X>), Jeff Allen [ctb], JooYoung Seo [ctb] (ORCID: <https://orcid.org/0000-0002-4064-6012>), Malcolm Barrett [ctb], Rob Hyndman [ctb], Romain Lesur [ctb], Roy Storey [ctb], Ruben Arslan [ctb], Sergio Oller [ctb], Posit Software, PBC [cph, fnd], jQuery UI contributors [ctb, cph] (jQuery UI library; authors listed in inst/rmd/h/jqueryui/AUTHORS.txt), Mark Otto [ctb] (Bootstrap library), Jacob Thornton [ctb] (Bootstrap library), Bootstrap contributors [ctb] (Bootstrap library), Twitter, Inc [cph] (Bootstrap library), Alexander Farkas [ctb, cph] (html5shiv library), Scott Jehl [ctb, cph] (Respond.js library), Ivan Sagalaev [ctb, cph] (highlight.js library), Greg Franko [ctb, cph] (tocify library), John MacFarlane [ctb, cph] (Pandoc templates), Google, Inc. [ctb, cph] (ioslides library), Dave Raggett [ctb] (slidy library), W3C [cph] (slidy library), Dave Gandy [ctb, cph] (Font-Awesome), Ben Sperry [ctb] (Ionicons), Drifty [cph] (Ionicons), Aidan Lister [ctb, cph] (jQuery StickyTabs), Benct Philip Jonsson [ctb, cph] (pagebreak Lua filter), Albert Krewinkel [ctb, cph] (pagebreak Lua filter)", "Author": "JJ Allaire [aut], Yihui Xie [aut, cre] (ORCID: <https://orcid.org/0000-0003-0645-5666>), Christophe Dervieux [aut] (ORCID: <https://orcid.org/0000-0003-4474-2498>), Jonathan McPherson [aut], Javier Luraschi [aut], Kevin Ushey [aut], Aron Atkins [aut], Hadley Wickham [aut], Joe Cheng [aut], Winston Chang [aut], Richard Iannone [aut] (ORCID: <https://orcid.org/0000-0003-3925-190X>), Andrew Dunning [ctb] (ORCID: <https://orcid.org/0000-0003-0464-5036>), Atsushi Yasumoto [ctb, cph] (ORCID: <https://orcid.org/0000-0002-8335-495X>, cph: Number sections Lua filter), Barret Schloerke [ctb], Carson Sievert [ctb] (ORCID: <https://orcid.org/0000-0002-4958-2844>), Devon Ryan [ctb] (ORCID: <https://orcid.org/0000-0002-8549-0971>), Frederik Aust [ctb] (ORCID: <https://orcid.org/0000-0003-4900-788X>), Jeff Allen [ctb], JooYoung Seo [ctb] (ORCID: <https://orcid.org/0000-0002-4064-6012>), Malcolm Barrett [ctb], Rob Hyndman [ctb], Romain Lesur [ctb], Roy Storey [ctb], Ruben Arslan [ctb], Sergio Oller [ctb], Posit Software, PBC [cph, fnd], jQuery UI contributors [ctb, cph] (jQuery UI library; authors listed in inst/rmd/h/jqueryui/AUTHORS.txt), Mark Otto [ctb] (Bootstrap library), Jacob Thornton [ctb] (Bootstrap library), Bootstrap contributors [ctb] (Bootstrap library), Twitter, Inc [cph] (Bootstrap library), Alexander Farkas [ctb, cph] (html5shiv library), Scott Jehl [ctb, cph] (Respond.js library), Ivan Sagalaev [ctb, cph] (highlight.js library), Greg Franko [ctb, cph] (tocify library), John MacFarlane [ctb, cph] (Pandoc templates), Google, Inc. [ctb, cph] (ioslides library), Dave Raggett [ctb] (slidy library), W3C [cph] (slidy library), Dave Gandy [ctb, cph] (Font-Awesome), Ben Sperry [ctb] (Ionicons), Drifty [cph] (Ionicons), Aidan Lister [ctb, cph] (jQuery StickyTabs), Benct Philip Jonsson [ctb, cph] (pagebreak Lua filter), Albert Krewinkel [ctb, cph] (pagebreak Lua filter)",
@@ -866,7 +866,7 @@
}, },
"tinytex": { "tinytex": {
"Package": "tinytex", "Package": "tinytex",
"Version": "0.58", "Version": "0.59",
"Source": "Repository", "Source": "Repository",
"Type": "Package", "Type": "Package",
"Title": "Helper Functions to Install and Maintain TeX Live, and Compile LaTeX Documents", "Title": "Helper Functions to Install and Maintain TeX Live, and Compile LaTeX Documents",