From 32ab4e6a11d3ca88ddcd656cba416dadae00c3b4 Mon Sep 17 00:00:00 2001 From: Jan Kowalczyk Date: Sun, 12 Oct 2025 15:45:13 +0200 Subject: [PATCH] fixed all reasonable warnings --- thesis/Main.pdf | Bin 6946198 -> 6945680 bytes thesis/Main.tex | 180 +++++++++++++++------------- thesis/base/layout_thesis.tex | 78 ++++++------ thesis/base/packages.tex | 108 ++++++++--------- thesis/bib/bibliography.bib | 12 +- thesis/thesis_preamble/abstract.tex | 4 +- 6 files changed, 198 insertions(+), 184 deletions(-) diff --git a/thesis/Main.pdf b/thesis/Main.pdf index 1d54751c172f134661fb0b7fa01f8bd8e889a221..9da8b248465ead902bac462bef2b568e80815db3 100644 GIT binary patch delta 116589 zcmbRCdpYxj@5`C_RRdhybPe@Pxl}J)IeLR@GUINMjVe!=7)_>MoF8C2Syohgy8Tra z9!As6bM&ZrN439HT4>DjBp4?#U&uBcIF_lq-*~H9Zdg3-$&B+2LeDx=$eNVyIC9s80>2nTz(<3^y2Q_U+nAZ@1%b4 zU96M!NoD=(6@H&pgiEjRmB;T}8pxh4zsTg|Y^y4zvx=u)8?Ds7bKQOZyMI5f8`o9t zsQzoFzgWlLCGOp#cIPeG2U5b^>qAv1>6~5MuJ=pm{`nH@COi z@?Dj^`~5s`FS;6h!-kD@b&NHubNpqcza{?#?IgL`-p(;w>}_`2M)>3JgfsJ}1YfV0 zT5n+Hamq~CbE3J7+j{Fv$Mq*3{JALEJx@IIgUpg=53ZhY-f*(Jxp1Cql|}K9Yo`Tk z`HRxkZnNbUC(Kl8b7S15nR2f7*NbB@^l^$fP=P=(~zvbYDWkqrPmsZb@4ct4e`fhf=dwfJk18>wX ztqqS>rL_pKxU}@0VEnW~O5?1YvRq9~xp=K&X#J#;%iN~AMWywL+z-F8q*OF=bx7u& zs%A3e_`)G65h5PLu!fDzA$;a`C5^r%GfwsjZr0{n#45K~a+N!e%x326YY%ZPkQF{F zT*4J#a3X*&V_9(ARvzmRNr$@^TuUFyaIsGR@lV8m!71AgLn4EKCUp2SmFyJJI& z=C`J9S?Am5HrlQ)S=Ttd{TmdnNq

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z=e<^|e6^9u`7Wq)<&nQgU86R5UHiL`Mec7)7O}taS#*^o}}dwP{|Cf^_G+pXQUzHnrxc t{?cZvEx+q$vpM@b_opxM)z#mP3jhO5x Binary units aktivieren... - \usepackage[autostyle=true, %Anführungszeichen und Übersetzung der Literaturverweise - german=quotes]{csquotes} %Anführungszeichen und Übersetzung der Literaturverweise + \usepackage[german]{fancyref} %Bessere Querverweise + \usepackage[locale=DE]{siunitx} %Zahlen und SI Einheiten => Binary units aktivieren... + \usepackage[autostyle=true, %Anführungszeichen und Übersetzung der Literaturverweise + german=quotes]{csquotes} %Anführungszeichen und Übersetzung der Literaturverweise } { - \usepackage[english]{fancyref} %Bessere Querverweise - \usepackage[locale=US]{siunitx} %Zahlen und SI Einheiten => Binary units aktivieren... - \usepackage[autostyle=true] %Anführungszeichen und Übersetzung der Literaturverweise - {csquotes} + \usepackage[english]{fancyref} %Bessere Querverweise + \usepackage[locale=US]{siunitx} %Zahlen und SI Einheiten => Binary units aktivieren... + \usepackage[autostyle=true] %Anführungszeichen und Übersetzung der Literaturverweise + {csquotes} } \sisetup{detect-weight=true, detect-family=true} %format like surrounding environment %extending fancyref for listings in both languages: \newcommand*{\fancyreflstlabelprefix}{lst} \fancyrefaddcaptions{english}{% - \providecommand*{\freflstname}{listing}% - \providecommand*{\Freflstname}{Listing}% + \providecommand*{\freflstname}{listing}% + \providecommand*{\Freflstname}{Listing}% } \fancyrefaddcaptions{german}{% - \providecommand*{\freflstname}{Listing}% - \providecommand*{\Freflstname}{Listing}% + \providecommand*{\freflstname}{Listing}% + \providecommand*{\Freflstname}{Listing}% } \frefformat{plain}{\fancyreflstlabelprefix}{\freflstname\fancyrefdefaultspacing#1} \Frefformat{plain}{\fancyreflstlabelprefix}{\Freflstname\fancyrefdefaultspacing#1} \frefformat{vario}{\fancyreflstlabelprefix}{% - \freflstname\fancyrefdefaultspacing#1#3% + \freflstname\fancyrefdefaultspacing#1#3% } \Frefformat{vario}{\fancyreflstlabelprefix}{% - \Freflstname\fancyrefdefaultspacing#1#3% + \Freflstname\fancyrefdefaultspacing#1#3% } \sisetup{separate-uncertainty} %enable uncertainity for siunitx @@ -176,30 +176,30 @@ automark% auto update \..mark \DeclareSIUnit\permille{\text{\textperthousand}} %add \permille to siunitx \usepackage{xfrac} %Schönere brüche für SI Einheiten \sisetup{per-mode=fraction, %Bruchstriche bei SI Einheiten aktivieren -fraction-function=\sfrac} %xfrac als Bruchstrichfunktion verwenden + fraction-function=\sfrac} %xfrac als Bruchstrichfunktion verwenden \usepackage[scaled=0.78]{inconsolata}%Schreibmaschinenschrift für Quellcode \usepackage[backend=biber, %Literaturverweiserweiterung Backend auswählen -bibencoding=utf8, %.bib-File ist utf8-codiert... -maxbibnames=99, %Immer alle Authoren in der Bibliographie darstellen... -style=ieee + bibencoding=utf8, %.bib-File ist utf8-codiert... + maxbibnames=99, %Immer alle Authoren in der Bibliographie darstellen... + style=ieee ]{biblatex} \bibliography{bib/bibliography} %literatur.bib wird geladen und als Literaturverweis Datei verwendet \ifthenelse{\equal{\FramedLinks}{true}} { - \usepackage[% - breaklinks=true,% allow line break in links - colorlinks=false,% if false: framed link - linkcolor=black,anchorcolor=black,citecolor=black,filecolor=black,% - menucolor=black,urlcolor=black,bookmarksnumbered=true]{hyperref}% hyperlinks for references + \usepackage[% + breaklinks=true,% allow line break in links + colorlinks=false,% if false: framed link + linkcolor=black,anchorcolor=black,citecolor=black,filecolor=black,% + menucolor=black,urlcolor=black,bookmarksnumbered=true]{hyperref}% hyperlinks for references } { - \usepackage[% - breaklinks=true,% allow line break in links - colorlinks=true,% if false: framed link - linkcolor=black,anchorcolor=black,citecolor=black,filecolor=black,% - menucolor=black,urlcolor=black,bookmarksnumbered=true]{hyperref}% hyperlinks for references + \usepackage[% + breaklinks=true,% allow line break in links + colorlinks=true,% if false: framed link + linkcolor=black,anchorcolor=black,citecolor=black,filecolor=black,% + menucolor=black,urlcolor=black,bookmarksnumbered=true]{hyperref}% hyperlinks for references } \setcounter{biburlnumpenalty}{100}%Urls in Bibliographie Zeilenbrechbar machen @@ -213,8 +213,8 @@ style=ieee \ifthenelse{\equal{\DocumentLanguage}{de}} { - \deftranslation[to=ngerman] %Dem Paket babel den deutschen Abkürzungsverzeichnis-Kapitelnamen - {Acronyms}{Abkürzungsverzeichnis} %beibringen + \deftranslation[to=ngerman] %Dem Paket babel den deutschen Abkürzungsverzeichnis-Kapitelnamen + {Acronyms}{Abkürzungsverzeichnis} %beibringen }{} % misc diff --git a/thesis/bib/bibliography.bib b/thesis/bib/bibliography.bib index 27cdd31..2a671d0 100755 --- a/thesis/bib/bibliography.bib +++ b/thesis/bib/bibliography.bib @@ -41,7 +41,7 @@ numpages = {58}, keywords = {outlier detection, Anomaly detection}, }, -@dataset{alexander_kyuroson_2023_7913307, +dataset{alexander_kyuroson_2023_7913307, author = {Alexander Kyuroson and Niklas Dahlquist and Nikolaos Stathoulopoulos and Vignesh Kottayam Viswanathan and Anton Koval and George Nikolakopoulos}, @@ -204,7 +204,7 @@ performance;Current measurement}, doi = {10.1109/IROS51168.2021.9636694}, }, - @article{deep_learning_overview, +article{deep_learning_overview, title = {Deep learning in neural networks: An overview}, journal = {Neural Networks}, volume = {61}, @@ -258,7 +258,7 @@ autoencoder algorithm are summarized, and prospected for its future development directions are addressed.}, }, -@article{semi_overview, +article{semi_overview, author = {Yang, Xiangli and Song, Zixing and King, Irwin and Xu, Zenglin}, journal = {IEEE Transactions on Knowledge and Data Engineering}, title = {A Survey on Deep Semi-Supervised Learning}, @@ -271,7 +271,7 @@ learning;semi-supervised learning;deep learning}, doi = {10.1109/TKDE.2022.3220219}, }, -@book{ai_fundamentals_book, +book{ai_fundamentals_book, title = {Fundamentals of Artificial Intelligence}, url = {http://dx.doi.org/10.1007/978-81-322-3972-7}, DOI = {10.1007/978-81-322-3972-7}, @@ -281,7 +281,7 @@ language = {en}, }, -@article{machine_learning_overview, +article{machine_learning_overview, title = {Machine Learning from Theory to Algorithms: An Overview}, volume = {1142}, ISSN = {1742-6596}, @@ -519,7 +519,7 @@ year = {1998}, pages = {2278–2324}, }, -@article{ef_concept_source, +article{ef_concept_source, title = {Multi-Year ENSO Forecasts Using Parallel Convolutional Neural Networks With Heterogeneous Architecture}, volume = {8}, diff --git a/thesis/thesis_preamble/abstract.tex b/thesis/thesis_preamble/abstract.tex index 04d0214..5221955 100755 --- a/thesis/thesis_preamble/abstract.tex +++ b/thesis/thesis_preamble/abstract.tex @@ -1,9 +1,9 @@ \addcontentsline{toc}{chapter}{Abstract} \begin{center}\Large\bfseries Abstract\end{center}\vspace*{1cm}\noindent Autonomous robots are increasingly used in search and rescue (SAR) missions. In these missions, lidar sensors are often the most important source of environmental data. However, lidar data can degrade under hazardous conditions, especially when airborne particles such as smoke or dust are present. This degradation can lead to errors in mapping and navigation and may endanger both the robot and humans. Robots therefore need a way to estimate the reliability of their lidar data, so \rev{that} they can make better informed decisions. -\newline +\bigskip This thesis investigates whether anomaly detection methods can be used to quantify lidar data degradation \rev{caused by airborne particles such as smoke and dust}. We apply a semi-supervised deep learning approach called DeepSAD which produces an anomaly score for each lidar scan, serving as a measure of data reliability. -\newline +\bigskip We evaluate this method against baseline methods on an subterranean dataset that includes lidar scans degraded by artificial smoke. Our results show that DeepSAD consistently outperforms the baselines and can clearly distinguish degraded from normal scans. At the same time, we find that the limited availability of labeled data and the lack of robust ground truth remain major challenges. Despite these limitations, our work demonstrates that anomaly detection methods are a promising tool for lidar degradation quantification in SAR scenarios.