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A Convergence Analysis of LDPC Decoding Based on EigenvaluesKharate, Neha Ashok 08 1900 (has links)
Low-density parity check (LDPC) codes are very popular among error correction codes because of their high-performance capacity. Numerous investigations have been carried out to analyze the performance and simplify the implementation of LDPC codes. Relatively slow convergence of iterative decoding algorithm affects the performance of LDPC codes. Faster convergence can be achieved by reducing the number of iterations during the decoding process. In this thesis, a new approach for faster convergence is suggested by choosing a systematic parity check matrix that yields lowest Second Smallest Eigenvalue Modulus (SSEM) of its corresponding Laplacian matrix. MATLAB simulations are used to study the impact of eigenvalues on the number of iterations of the LDPC decoder. It is found that for a given (n, k) LDPC code, a parity check matrix with lowest SSEM converges quickly as compared to the parity check matrix with high SSEM. In other words, a densely connected graph that represents the parity check matrix takes more iterations to converge than a sparsely connected graph.
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Interest Rate Parity and Monetary Integration: A Cointegration Analysis of Sweden and the EMU / Ränteparitet och monetär integration: en kointegrationsanalys av Sverige och EMURuthberg, Richard, Zhao, Steven January 2014 (has links)
This thesis provides a thorough analysis of the covered- and uncovered interest parity conditions (CIP, UIP) as well as the forward rate unbiasedness hypothesis (FRUH) for Sweden and the European Economic and Monetary Union (EMU). By studying data on interbank rates in Sweden (STIBOR) and the EMU (EURIBOR) as well as the corresponding spot- and forward exchange rates, monetary integration and country-specific risks are determined and analyzed with direct applications to the potential entry of Sweden into the EMU. As interest rate parity in general gives insight into market efficiency and frictions between the chosen regions, such points are discussed in addition to EMU entry. Drawing on past studies that mainly studied one condition in isolation, a nested formulation of interest rate parity is instead derived and tested using cointegration and robust estimation methods. The results point to a strict rejection of the FRUH for all horizons except the shortest and a case where CIP only holds for the 6-month horizon and partially over one year. This implies, based on the nested formulation, that UIP is rejected for all horizons as well. Ultimately, the study concludes that a Swedish entry into the EMU is not motivated given the lackluster results on UIP and due to the lack of monetary integration. / Den här uppsatsen presenterar en djupgående analys av det kurssäkrade- och icke-kurssäkrade ränteparitetsvillkoret samt den effektiva marknadshypotesen på valutaterminer för Sverige och den europeiska ekonomiska och monetära unionen (EMU). Genom att studera data på interbankräntor i Sverige (STIBOR) och EMU (EURIBOR) samt respektive spot- och valutaterminskurser så skattas och analyseras monetär integration samt landsspecifika risker med en direkt tillämpning på Sveriges eventuella inträde i EMU. Eftersom ränteparitet generellt ger insikt i marknadseffektivitet och friktioner regioner emellan, diskuteras även dessa punkter utöver ett eventuellt EMU-inträde. Genom att bygga på föregående studier som i huvudsak studerar ränteparitetsvillkoren var för sig, härleds en sekventiell formulering av villkoren som sedan testas med kointegration och robusta estimeringsmetoder. Resultaten ger att den effektiva marknadshypotesen strikt förkastas på alla tidshorisonter förutom på en dag respektive en vecka, samt att kurssäkrad ränteparitet håller på 6 och delvis 12 månaders sikt. Baserat på den sekventiella formuleringen så innebär detta att icke-kurssäkrad ränteparitet inte håller på någon tidshorisont. Slutligen, baserat på både resultat och diskussion, är ett svenskt inträde i EMU inte motiverbart givet negativa resultat för icke-kurssäkrad ränteparitet och avsaknaden av fullständig monetär integration mellan regionerna.
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Advanced Coded Modulation for High Speed Optical TransmissionLiu, Tao January 2016 (has links)
In the recent years, the exponential Internet traffic growth projections place enormous transmission rate demand on the underlying information infrastructure at every level, from the long haul submarine transmission to optical metro networks. In recent years, optical transmission at 100 Gb/s Ethernet date rate has been standardized by ITU-T and IEEE forums and 400Gb/s and 1Tb/s rates per DWDM channel systems has been under intensive investigation which are expected to be standardized within next couple of years.To facilitate the implementation of 400GbE and 1TbE technologies, the new advanced modulation scheme combined with advanced forward error correction code should be proposed. Instead of using traditional QAM, we prefer to use some other modulation techniques, which are more suitable for current coherent optical transmission systems and can also deal with the channel impairments. In this dissertation, we target at improving the channel capacity by designing the new modulation formats. For the first part of the dissertation, we first describe the optimal signal constellation design algorithm (OSCD), which is designed by placing constellation points onto a two dimensional space. Then, we expand the OSCD onto multidimensional space and design its corresponding mapping rule. At last, we also develop the OSCD algorithm for different channel scenario in order to make the constellation more tolerant to different channel impairments. We propose the LLR-OSCD for linear phase noise dominated channel and NL-OSCD for nonlinear phase noise dominated channel including both self-phase modulation (SPM) and cross-phase modulation (XPM) cases. For the second part of the dissertation, we target at probability shaping of the constellation sets (non-uniform signaling). In the conventional data transmission schemes, the probability of each point in a given constellation is transmitted equally likely and the number of constellation sets is set to 2!. If the points with low energy are transmitted with larger probability then the others with large energy, the non- uniform scheme can achieve higher energy efficiency. Meanwhile, this scheme may be more suitable for optical communication because the transmitted points with large probabilities, which have small energy, suffer less nonlinearity. Both the Monte Carlo simulations and experiment demonstration of both OSCD and non-uniform signaling schemes indicate that our proposed signal constellation significantly outperforms QAM, IPQ, and sphere-packing based signal constellations.
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An LDPC error control strategy for low earth orbit satellite communication link applicationsOlivier, Francois Jacobus 12 1900 (has links)
Thesis (MScEng (Electrical and Electronic Engineering))--University of Stellenbosch, 2009. / ENGLISH ABSTRACT: Low earth orbit (LEO) satellite communication presents a unique environment
which inherently di ers from most other communication channels.
Due to the varying orbital patterns of LEO satellites the link exhibits varying
link margins. Limited communication time windows need to be optimised to
maximise the volumetric data throughput.
Large coding gains can be obtained by the implementation of forward error
correction codes. This thesis presents a means for optimising the data
throughput of LEO satellite communication through the implementation of a
mission speci c error control strategy. Low density parity check (LDPC) codes
are versatile and present good error performances at many di erent code rates
and block lengths. With power limitations on the space segment and remote
ground stations, hardware utilisation e ciency must be optimised to reduce
power consumption. In response to this requirement, this thesis evaluates
various algorithms for LDPC decoders.
An iterative LDPC decoder, implementing an approximation algorithm,
is presented as a low complexity solution with good error performance. The
proposed solution provides a very good balance between required hardware
complexity and coding performance. It was found that many parameters of
the decoders and codes can be altered to allow the implementation of these
codes in systems with varying memory and processing capabilities. / AFRIKAANSE OPSOMMING: Kommunikasiekanale van satelliete met lae wentelbane, bied 'n unieke omgewing
wat inherent verskil van meeste ander kommunikasiekanale. As gevolg
van veranderende wentelbaanpatrone, vertoon die kanaal 'n wisselende foutgedrag.
Kommunikasievensters is beperk en moet geoptimeer word om die totale
deurset van die stelsel te maksimeer.
Groot koderingswinste kan verkry word deur die implementering van foutkorreksie
kodes. Hierdie tesis voorsien 'n metode om die datadeurset van
satelliete met lae wentelbaan te optimeer, deur middel van implementering
van 'n missie-spesi eke foutbeheer strategie. Lae digtheid pariteit toetskodes
(LDPC) is veelsydige kodes, bied goeie foutbeheer en is doeltre end vir verskillende
kodekoerse en bloklengtes. Met drywingsbeperkinge op die ruimtesegment
en afgesonderde grondstasies, moet hardeware komponente doeltreffend
gebruik word om drywingsverbruik te verminder. Ten einde aan hierdie
ontwerpsvereiste te voldoen, evalueer hierdie tesis verskeie LDPC dekodeerderalgoritmes.
Deur 'n iteratiewe LDPC dekodeerder met 'n benaderingsalgoritme te implementeer,
word 'n oplossing van lae kompleksiteit aangebied, maar wat steeds
goeie foutkorreksie eienskappe toon. Die voorgestelde oplossing bied 'n baie
goeie balans tussen benodigde hardeware kompleksiteit en koderingsprestasie.
Daar is gevind dat heelwat parameters van die dekodeerders en kodes aangepas
kan word, ten einde implementering in stelsels met 'n wye verskeidenheid van
geheuespasie en verwerkingsvermoëns moontlik te maak.
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Implementation of a protocol and channel coding strategy for use in ground-satellite applicationsWiid, Riaan 03 1900 (has links)
Thesis (MScEng)--Stellenbosch University, 2012. / ENGLISH ABSTRACT: A collaboration between the Katholieke Universiteit van Leuven (KUL) and
Stellenbosch University (SU), resulted in the development of a satellite based
platform for use in agricultural sensing applications. This will primarily serve
as a test platform for a digitally beam-steerable antenna array (SAA) that was
developed by KUL. SU developed all flight - and ground station based hardware
and software, enabling ground to flight communications and interfacing with
the KUL SAA. Although most components had already been completed at the
start of this M:Sc:Eng: project, final systems integration was still unfinished.
Modules necessary for communication were also outstanding. This project
implemented an automatic repeat and request (ARQ) strategy for reliable file
transfer across the wireless link. Channel coding has also been implemented
on a field programmable gate array (FPGA). This layer includes an advanced
forward error correction (FEC) scheme i.e. a low-density parity-check (LDPC),
which outperforms traditional FEC techniques. A flexible architecture for
channel coding has been designed that allows speed and complexity trade-offs
on the FPGA. All components have successfully been implemented, tested and
integrated. Simulations of LDPC on the FPGA have been shown to provide
excellent error correcting performance. The prototype has been completed and
recently successfully demonstrated at KUL. Data has been reliably transferred
between the satellite platform and a ground station, during this event. / AFRIKAANSE OPSOMMING: Tydens ’n samewerkingsooreenkoms tussen die Katholieke Universiteit van
Leuven (KUL) en die Universiteit van Stellenbosch (US) is ’n satelliet stelsel
ontwikkel vir sensor-netwerk toepassings in die landbou bedryf. Hierdie stelsel
sal hoofsaaklik dien as ’n toetsmedium vir ’n digitaal stuurbare antenna
(SAA) wat deur KUL ontwikkel is. Die US het alle hardeware en sagteware
komponente ontwikkel om kommunikasie d.m.v die SAA tussen die satelliet en
’n grondstasie te bewerkstellig. Sedert die begin van hierdie M:Sc:Ing: projek
was die meeste komponente alreeds ontwikkel en geïmplementeer, maar
finale stelselsintegrasie moes nog voltooi word. Modules wat kommunikasie
sou bewerkstellig was ook nog uistaande. Hierdie projek het ’n ARQ protokol
geïmplementeer wat data betroubaar tussen die satelliet en ’n grondstasie
kon oordra. Kanaalkodering is ook op ’n veld programmeerbare hekskikking
(FPGA) geïmplementeer. ’n Gevorderde foutkorrigeringstelsel, naamlik ’n lae
digtheids pariteit toetskode (LDPC), wat tradisionele foutkorrigeringstelsels
se doeltreffendheid oortref, word op hierdie FPGA geïmplementeer. ’n Kanaalkoderingsargitektuur
is ook ontwikkel om die verwerkingspoed van data
en die hoeveelheid FPGA logika wat gebruik word, teenoor mekaar op te weeg.
Alle komponente is suksesvol geïmplementeer, getoets en geïntegreer met die
hele stelsel. Simulasies van LDPC op die FPGA het uistekende foutkorrigeringsresultate
gelewer. ’n Werkende prototipe is onlangs voltooi en suksesvol
gedemonstreer by KUL. Betroubare data oordrag tussen die satelliet en die
grondstasie is tydens hierdie demonstrasie bevestig.
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JPEG 2000 and parity bit replenishment for remote video browsingDevaux, François-Olivier 19 September 2008 (has links)
This thesis is devoted to the study of a compression and transmission framework for video. It exploits the JPEG 2000 standard and the coding with side information principles to enable an efficient interactive browsing of video sequences. During the last decade, we have witnessed an explosion of digital visual information as well as a significant diversification of visualization devices. In terms of viewing experience, many applications now enable users to interact with the content stored on a distant server. Pausing video sequences to observe details by zooming and panning or, at the opposite, browsing low resolutions of high quality HD videos are becoming common tasks. The video distribution framework envisioned in this thesis targets such devices and applications.
Based on the conditional replenishment framework, the proposed system combines two complementary coding methods. The first one is JPEG 2000, a scalable and very efficient compression algorithm. The second method is based on the coding with side information paradigm. This technique is relatively novel in a video context, and has been adapted to the particular scalable image representation adopted in this work. Interestingly, it has been improved by integrating an image source model and by exploiting the temporal correlation inherent to the sequence.
A particularity of this work is the emphasis on the system scalability as well as on the server complexity. The proposed browsing architecture can scale to handle large volumes of content and serve a possibly very large number of heterogeneous users. This is achieved by defining a scheduler that adapts its decisions to the channel conditions and to user requirements expressed in terms of computational capabilities and spatio-temporal interest.
This scheduling is carried out in real-time at low computational cost and in a post-compression way, without re-encoding the sequences.
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Håller PPP i Östersjöns handelsområde? / Does PPP holds in the Baltic trade areaAgerstig Rosenqvist, Therese January 2014 (has links)
Östersjön har alltid varit en viktig knutpunkt för de länder som angränsar dit för att göra det möjligt att handla med varandra och på så sätt skapa en internationell marknad sinsemellan varandra. Under 1700-1800-talet tog produktionen fart och tack vare merkantilismen utvecklades den internationella handeln. För att fastställa deras växelkurs har många länder använt sig av olika myntfot såsom till exempel guldmyntfoten där valutans värde bestämdes utifrån värdet på motsvarande mängd guld vilket innebär att växelkurserna var fasta. Utifrån guldmyntfoten utvecklades teorierna lagen om ett pris och köpkraftsparitet med principerna om att en enhet valuta ska ha samma köpkraft även i andra länder vilket innebär att en vara ska kunna köpas för samma mängd av valutan oavsett om det är inrikes eller utrikes. Dessa teorier har studerats flertalet gånger, både för kort och lång sikt, med fåtalet länder till ett större antal. Denna studie använder sig av teoriernas grundidé och testar huruvida PPP i dess absoluta samt relativa form håller för Östersjöns handelsområde. För att kunna testa detta har två ekonometriska tester av de variabler som används gjorts, stationäritetstest och kointegrationstest. Stationäritetstestet visade att alla variabler förutom de tidsserier som användes för att testa relativ PPP led av icke-stationäritet och därmed behövdes differentieras för att kunna användas för att testa PPP. Kointegrationstestet visade att ingen av tidsserierna led av kointegration vilket medförde att vidare korrigeringsmodeller ej behövdes göras. Resultatet från de ekonometriska skattningarna visade på att absolut och relativ PPP ej kunde bekräftas, ej heller förnekas, då inga signifikanta koefficienter kunde konstateras. Vid testandet av real växelkurs för relativ PPP gavs signifikanta tidsserier men ej i enlighet med nollhypotesen och därmed förkastades nollhypotesen om att relativ PPP håller. Utifrån resultatet dras slutsatsen att PPP ej kan bekräftas utan att vidare studier måste göras. / The Baltic sea has always been an important transit hub for neighboring countries and the sea have made it possible for the countries to trade with each other and thus create an international trade among themselves to each other. During 1700-1800's, the production took off and because of the mercantilism international trade developed. To establish their exchange rate, many countries have followed different standards, such as the gold standard where the currency's value was determined from the value of the corresponding quantity of gold which implies that the exchange rates were fixed. Based on the gold standard different theories was developed, such as the law of one price and purchasing power parity with the principles that a single currency will have the same purchasing power in other countries, which implies that a commodity should be bought for the same amount of currency, whether it is domestic or foreign. These theories have been studied several times, both for the short and long term, with the few countries to a greater number. In order to test this, two econometric tests of the variables were made, stationarity test and cointegration test. The stationarity test showed that all variables except the time series that was used to test relative PPP suffered from non-stationarity and therefore needed to be differentiated to be used to test the PPP. The cointegration test showed that no one of the time series suffered of cointegration and therefore further correction models was not needed to be done. The results from the econometric estimates showed that absolute and relative PPP could not be confirmed, nor denied, since no significant coefficients were identified. In the testing of real exchange rate for relative PPP significant time series were given but not in accordance with the nullhypothesis and therefore the null hypothesis is rejected that the relative PPP holds. From the results it is concluded that the PPP cannot be confirmed without that further studies must be done.
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The constitutionality of electoral quotas for womenDiaz de Valdes, Jose Manuel January 2015 (has links)
This thesis explores the constitutionality of compulsory electoral quotas for women imposed by law. The central question this thesis attempts to answer is what makes these quotas constitutional or unconstitutional in a given jurisdiction. A double methodology was employed to answer this question: theoretical and comparative. From a theoretical perspective, it is proposed that the constitutionality of electoral quotas for women depends on the approach that domestic legal orders adopt to four issues: political representation, equality, affirmative action and political rights. An additional crosscutting factor that influences the constitutionality of these quotas is gender, mainly through its effects on the understanding of political representation and equality. From the comparative law perspective, three jurisdictions were analysed: France, Spain and Mexico. After exploring these systems' approaches to political representation, equality, affirmative action and political rights, the process of adoption of electoral quotas for women is discussed, particularly the constitutional litigation about quota laws. Finally, the relationship between the theory and the practice of assessing the constitutionality of electoral quotas for women is analysed, concluding that although courts use a theoretical framework formed by political representation, equality, affirmative action and political rights, they adopt a somewhat simplistic approach to these issues, using only one of these theoretical factors as the primary determinant, often side-stepping the most controversial issues connected with these factors, and almost completly ignoring the particularities of the target group (women). Additionally, in each jurisdiction the decisions of the courts are also influenced by domestic political and legal factors.
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Idade da menopausa em mulheres idosas do município de São Paulo: fatores associados e análise de sobrevida / Age at menopause among elderly women in the São Paulo municipality: associated factors and survival analysisRomán Lay, Alejandra Andrea 15 October 2018 (has links)
Introdução: O crescimento do número de idosos no Brasil tem aumentado o interesse em identificar os determinantes da sua sobrevida e da incidência de doenças crônicas. A menopausa é definida como a cessação permanente da menstruação e está associada à diminuição da secreção de estrógenos por perda da função folicular, marcando o fim da fase reprodutiva na vida feminina. A idade da menopausa tem sido associada em alguns estudos internacionais com a mortalidade e algumas causas de morbidade, mas faltam estudos sobre o tema no Brasil. Esta tese será apresentada por meio de 3 artigos. O primeiro analisou os fatores associados à idade da menopausa natural em mulheres do estudo SABE (Saúde, Bem-estar e Envelhecimento). O tabagismo e a escolaridade estiveram estatisticamente associados com uma menopausa mais cedo nas três coortes analisadas: 2000, 2006 e 2010. Mulheres fumantes atuais tiveram 35% maior risco de ter menopausa precoce (HR=1.35, 95% CI: 1.12, 1.62) e as ex-fumantes 27% maior risco (HR=1.27, 95% CI: 1.09, 1.50), em comparação com as mulheres que nunca fumaram. Em relação à escolaridade, as mulheres com 8 anos ou mais de estudos tiveram 33% menor risco de menopausa precoce (HR=0.67, 95% CI: 0.50, 0.89) comparadas às mulheres sem escolaridade. Estado civil e número de filhos estiveram associados a uma menopausa mais tardia na coorte 2006. No segundo artigo, foi realizada uma análise de sobrevida segundo a idade da menopausa natural das mulheres pertencentes à coorte 2000. Foram identificados 444 óbitos de mulheres até 2016. Mulheres com menopausa precoce tiveram 48% de maior risco de mortalidade geral (HR=1.48, 95% IC: 1.03, 2.14) comparadas às mulheres com idade de menopausa entre os 50 e 54 anos (referência). Em relação à mortalidade específica, mulheres entre 41 e 49 anos apresentaram o dobro de risco de mortalidade por neoplasias em comparação com o grupo de referência. No terceiro artigo, foi realizada uma revisão sistemática e meta-análise dos fatores reprodutivos associados à menopausa natural. Os três fatores estudados apresentaram uma associação com a menopausa tardia. As mulheres com uso de anticoncepcionais orais em relação àquelas que não relataram uso de anticoncepcionais orais (HR=0.86, CI=0.79, 0.92), as com idade da menarca >=13 anos comparadas àquelas com idade da menarca <13 anos (HR=0.88, CI=0.84, 0.93) e aquelas que relataram ter um filho ou mais comparadas com as que não tiveram filhos (HR=0.80, CI=0.76, 0.85). / Introduction: The increase of the elderly population in Brazil has raised concerns about their care and the determinants of survival and incidence of chronic diseases. Menopause is defined as the permanent end of a woman\'s menstruation and is associated with the decline of the release of estrogens due to loss of follicular function, indicating the end of the reproductive phase of a woman\'s life. Age at menopause has been linked with mortality and morbidity in international studies. The first article of this thesis analyzed the factors associated with age at natural menopause among women of the SABE study cohort (Health, Well-Being, Aging). Smoking and education were associated with earlier menopause for the three waves analyzed: 2000, 2006 and 2010. Current smokers had 35% higher risk of earlier natural menopause (HR=1.35, 95% CI: 1.12, 1.62) and former smokers had 27% higher risk of earlier natural menopause (HR=1.27, 95% CI: 1.09, 1.50), in comparison with never smokers. Regarding education, women with 8 years or more of formal education had 33% lower risk of earlier natural menopause (HR=0.67, 95% CI: 0.50, 0.89) than women with no education. Marital status and parity were associated with later age at natural menopause only in 2006. In the second article, a survival analysis was performed according to age at natural menopause in women from SABE 2000. We found a total of 444 deaths from 2000 to 2016. Women with earlier menopause had 48% increased risk of all-cause mortality (HR=1.48, 95% IC: 1.03, 2.14) compared to women with age at menopause between 50 and 54 years (reference group). Regarding cause-specific mortality, women with ages at natural menopause between 41 and 49 had twice the risk of cancer mortality compared to the reference group. In the third article, we performed a systematic review and meta-analysis of the reproductive factors associated with natural menopause. The three factors analyzed were statistically associated with later menopause: women with use of oral contraceptives before menopause compared to women with no use of oral contraceptive (HR=0.86, CI=0.79, 0.92), women with age at menarche >=13 compared to women with age at menarche <13 years (HR=0.88, CI=0.84, 0.93) and those with one or more live births compared to nulliparous women (HR=0.80, CI=0.76, 0.85).
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Estimation d'état, estimation paramétrique et identifiabilité des modèles quasi-LPV / State and parameter estimation, and identi ability of quasi-LPV modelsSrinivasarengan, Krishnan 28 June 2018 (has links)
Dans cette thèse, deux problèmes liés aux approches basées sur des modèles pour le diagnostic de défauts et l'estimation du niveau de dégradation des équipements dans un bâtiment sont étudiés: la conception d'observateurs adaptatifs pour l'estimation de l'état et des paramètres, et l'analyse de l'identifiabilité des paramètres. La classe des modèles considérés est celle des modèles quasi-linéaires à paramètres variants dans le temps (quasi-LPV) avec paramétrisation affine des matrices d'état. Utilisant l'approche polytopique de Takagi-Sugeno (T-S), deux types d'observateurs sont proposés, un pour des systèmes en temps continu et l'autre pour des systèmes en temps discret. La structure de Luenberger (correction de la dynamique à l'aide de l'erreur d'estimation de la sortie) est choisie pour la partie d'estimation d'état de l'observateur pour les deux et leur conception s'appuie sur l'approche de Lyapunov. Pour la partie d'estimation des paramètres, une structure originale est proposée en temps continu et une structure proportionnelle-intégrale (PI) est utilisée en temps discret. La troisième contribution présente succinctement une méthode d'estimation d'état et des paramètres de façon découplée. Elle utilise conjointement l'approche de l'espace de parité et un observateur à mémoire finie. Pour la quatrième contribution relative à l'identifiabilité des paramètres, les états du système sont tout d'abord éliminés en utilisant une approche de type espace de parité. Cela permet d'extraire le `résumé exhaustif' du modèle qui aide à établir l'identifiabilité du modèle. Tous les résultats sont illustrés à l'aide d'exemples / Two problems relevant to the model-based approaches to fault diagnosis and degradation estimation in commissioned buildings are investigated in this thesis: adaptive observers for state and parameter estimation, and parameter identifiability. The system models considered are the quasi-LPV models with affine parameterization. Using the Takagi-Sugeno (T-S) polytopic approach, two observer designs, one for continuous-time models and another for discrete-time models are provided. Both models use a Luenberger structure for the state estimation part and deploy the Lyapunov design approach. An innovative non-linear estimation model is obtained through the design process for the continuous-time parameter estimation whereas a proportional-integral (PI) structure is used for discrete-time. A brief third contribution is a decoupled state and parameter estimation that makes use of the parity-space approach and realized using a finite memory observer strategy. For the fourth contribution of parameter identifiability, a parity-space formulation using null-space computation is used for the elimination of states of the model from which the exhaustive summary of the model is extracted and the identifiability of the model verified. All the results are illustrated using examples
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