An Innovative algorithm for improved quality multipath delivery of virtual reality content

This paper describes and evaluates an Innovative Algorithm for Improved Quality Multipath Delivery of Virtual Reality Content (QM4VR) that addresses the stringent communication requirements of Virtual Reality (VR) applications. Making use of the Multipath TCP (MPTCP) built-in multipath delivery features (subflows), QM4VR explores the subflows’ characteristics, evaluates their performance (e.g., delay, throughput or loss) and proposes a new management scheme to improve the Quality of Service (QOS) of the VR applications. glsqm4vr adopts a Machine Learning (ML)-based approach to evaluate the subflows’ performance which is implemented in two steps: 1) a linear regression scheme to forecast the subflow’s performance for a given feature; and 2) a linear classification scheme to arrange the results obtained in step 1. Based on these results QM4VR selects the most appropriate subflows for data delivery in order to achieve improvement of VR QOS levels

An innovative algorithm for improved quality multipath delivery of Virtual Reality content

This paper describes and evaluates an Innovative Algorithm for Improved Quality Multipath Delivery of Virtual Reality Content (QM4VR) that addresses the stringent communication requirements of Virtual Reality (VR) applications. Making use of the Multipath TCP (MPTCP) built-in multipath delivery features (subflows), QM4VR explores the subflows' characteristics, evaluates their performance (e.g., delay, throughput or loss) and proposes a new management scheme to improve the Quality of Service (QOS) of the VR applications. glsqm4vr adopts a Machine Learning (ML)-based approach to evaluate the subflows' performance which is implemented in two steps: 1) a linear regression scheme to forecast the subflow's performance for a given feature; and 2) a linear classification scheme to arrange the results obtained in step 1. Based on these results QM4VR selects the most appropriate subflows for data delivery in order to achieve improvement of VR QOS levels

Non-Orthogonal Signal and System Design for Wireless Communications

The thesis presents research in non-orthogonal multi-carrier signals, in which: (i) a new signal format termed truncated orthogonal frequency division multiplexing (TOFDM) is proposed to improve data rates in wireless communication systems, such as those used in mobile/cellular systems and wireless local area networks (LANs), and (ii) a new design and experimental implementation of a real-time spectrally efficient frequency division multiplexing (SEFDM) system are reported. This research proposes a modified version of the orthogonal frequency division multiplexing (OFDM) format, obtained by truncating OFDM symbols in the time-domain. In TOFDM, subcarriers are no longer orthogonally packed in the frequency-domain as time samples are only partially transmitted, leading to improved spectral efficiency. In this work, (i) analytical expressions are derived for the newly proposed TOFDM signal, followed by (ii) interference analysis, (iii) systems design for uncoded and coded schemes, (iv) experimental implementation and (v) performance evaluation of the new proposed signal and system, with comparisons to conventional OFDM systems. Results indicate that signals can be recovered with truncated symbol transmission. Based on the TOFDM principle, a new receiving technique, termed partial symbol recovery (PSR), is designed and implemented in software de ned radio (SDR), that allows efficient operation of two users for overlapping data, in wireless communication systems operating with collisions. The PSR technique is based on recovery of collision-free partial OFDM symbols, followed by the reconstruction of complete symbols to recover progressively the frames of two users suffering collisions. The system is evaluated in a testbed of 12-nodes using SDR platforms. The thesis also proposes channel estimation and equalization technique for non-orthogonal signals in 5G scenarios, using an orthogonal demodulator and zero padding. Finally, the implementation of complete SEFDM systems in real-time is investigated and described in detail

Optimizing transmission protocols for enhancement of quality of service in telemedical realtime applications

In der Dissertation mit dem Titel „Optimierung von Übertragungsprotokollen zur Verbesserung der Dienstgüte in telemedizinischen Echtzeitanwendungen“ geht es um die Entwicklung einer Protokollmodifikation für Multipath-TCP zur besseren Unterstützung von telemedizinischen Echtzeitanwendungen über das Internet in einem Szenario zwischen global verteilten Standorten. Das Ziel von redundantem Multipath-TCP (rMPTCP) ist es, mehrere Verbindungen gleichzeitig zu nutzen, um mithilfe von Redundanz Verzögerungsspitzen und Datenverluste auszugleichen und somit die Dienstgüte der Übertragung zu verbessern. Hierbei passt sich das Protokoll den aktuellen Gegebenheiten der Datenverbindung adaptiv an, indem es Redundanz, Leitungsqualität, benötigte Datenübertragungsrate sowie den durch das Netzwerk angebotenen Datendurchsatz in Relation setzt. Anwendungen in der Telemedizin unterscheiden sich in ihren kommunikativen und interaktiven Ausprägungen und damit in ihren Dienstgüteanforderungen. Zu diesem Zweck werden grundlegende Anwendungen in der Telemedizin sowie Spezifizierungen der Dienstgüteanforderungen der anfallenden Datenströme behandelt und klassifiziert. Dies geschieht in Hinblick auf ein zwischen der Universität Duisburg-Essen (UDE) und der Universiti Kebangsaan Malaysia (UKM) laufendes Forschungsszenario. Darauf folgt eine Darlegung von Dienstgüte-Mechanismen im Internet. Darin werden die elementaren Funktionsweisen sowie Möglichkeiten diese zu verbessern beschrieben. Die Übertragungsstrecke zwischen den beiden Universitäten wird entsprechend des Basisszenarios in Hinblick auf verschiedene Dienstgüteparameter mit entsprechenden Messwerkzeugen soweit ausgewertet, dass Gegebenheiten und Probleme identifiziert werden können. Eine Evaluierung der verschiedenen verfügbaren Verbindungen zwischen UDE und UKM dient der Ermittlung einer kombinierten Nutzungsweise und den Möglichkeiten bei einer Mehrfachverbindung. Die Modellierung und Entwicklung der Protokollmodifikation wird unter den vorher hergeleiteten Anforderungen durchgeführt. Es werden die grundsätzlichen mathematischen Zusammenhänge diskutiert und eine Einführung in die Funktionalitäten des Protokolls gegeben. Die Eigenschaften und Funktionen des neuen Protokolls werden modelliert und zusätzliche Hilfsmittel, die für die Anwendung innerhalb des Szenarios benötigt werden entwickelt. Die Funktionalitäten werden in praktischen Versuchen ausgewertet und eine abschließende Beurteilung diskutiert. Das Ergebnis dieser Dissertation ist die Entwicklung einer internetkompatiblen redundanten Protokollerweiterung für Multipath-TCP, die in der Lage ist, sich mithilfe verschiedener Algorithmen auf Situationen im Netzwerk anzupassen und verschiedene Maßnahmen bei Störungen zu ergreifen. Die Protokollerweiterung ist in der Lage, eine Dienstgüteverbesserung in Hinblick auf Verzögerungen sowie Verzögerungsvarianzen für Anwendungen mit „Nahe-Echtzeit“-Anforderungen zu erreichen.In the dissertation entitled "Optimization of Transmission Protocols to Improve Quality of Service in Telemedicine Real-Time Applications", the aim is to develop a protocol modification for Multipath-TCP to improve the support for telemedical real-time applications over the Internet in a scenario between globally distributed locations. The goal of redundant Multipath TCP (rMPTCP) is to use multiple connections at the same time to compensate for delay and data losses by means of redundancy and thus to improve the quality of service of the transmission. The protocol adapts to the current circumstances of the data connection by correlating redundancy, connection quality, required data transmission rate as well as the data throughput offered by the network. Applications in telemedicine differ in their communicative and interactive manifestations and thus in their quality of service requirements. For this purpose, basic applications in telemedicine as well as specifications of the quality requirements of the resulting data streams are treated and classified. This is done with regard to a research scenario running between the University of Duisburg-Essen (UDE) and the Universiti Kebangsaan Malaysia (UKM). It is followed by a presentation of quality of service mechanisms on the Internet. The basic functions as well as ways to improve them are described. The transmission distance between the two universities is evaluated according to the basic scenario with regard to different quality of service parameters with appropriate measuring tools in a way that conditions and problems can be identified. An evaluation of the various available connections between UDE and UKM is used to determine a combined usage and the possibilities for a multiple connection. The modeling and development of the protocol modification is performed under the previously-derived requirements. The basic mathematical connections are discussed and an introduction to the functionalities of the protocol is given. The properties and functions of the new protocol are modeled and additional tools developed for utilization within the scenario are designed. The functionalities are evaluated in practical tests and a final assessment is discussed. The result of this dissertation is the development of an Internet-compatible redundant protocol extension for multipath TCP, which is able to adapt to situations in the network by means of different algorithms and to take various measures in case of disturbances. The protocol extension is capable of achieving an improvement in service quality with regard to delays as well as delay variances for applications with "near real-time" requirements

Convergence of packet communications over the evolved mobile networks; signal processing and protocol performance

In this thesis, the convergence of packet communications over the evolved mobile networks is studied. The Long Term Evolution (LTE) process is dominating the Third Generation Partnership Project (3GPP) in order to bring technologies to the markets in the spirit of continuous innovation. The global markets of mobile information services are growing towards the Mobile Information Society. The thesis begins with the principles and theories of the multiple-access transmission schemes, transmitter receiver techniques and signal processing algorithms. Next, packet communications and Internet protocols are referred from the IETF standards with the characteristics of mobile communications in the focus. The mobile network architecture and protocols bind together the evolved packet system of Internet communications to the radio access network technologies. Specifics of the traffic models are shortly visited for their statistical meaning in the radio performance analysis. Radio resource management algorithms and protocols, also procedures, are covered addressing their relevance for the system performance. Throughout these Chapters, the commonalities and differentiators of the WCDMA, WCDMA/HSPA and LTE are covered. The main outcome of the thesis is the performance analysis of the LTE technology beginning from the early discoveries to the analysis of various system features and finally converging to an extensive system analysis campaign. The system performance is analysed with the characteristics of voice over the Internet and best effort traffic of the Internet. These traffic classes represent the majority of the mobile traffic in the converged packet networks, and yet they are simple enough for a fair and generic analysis of technologies. The thesis consists of publications and inventions created by the author that proposed several improvements to the 3G technologies towards the LTE. In the system analysis, the LTE showed by the factor of at least 2.5 to 3 times higher system measures compared to the WCDMA/HSPA reference. The WCDMA/HSPA networks are currently available with over 400 million subscribers and showing increasing growth, in the meanwhile the first LTE roll-outs are scheduled to begin in 2010. Sophisticated 3G LTE mobile devices are expected to appear fluently for all consumer segments in the following years

Interference Mitigation and Localization Based on Time-Frequency Analysis for Navigation Satellite Systems

Interference Mitigation and Localization Based on Time-Frequency Analysis for Navigation Satellite SystemsNowadays, the operation of global navigation satellite systems (GNSS) is imperative across a multitude of applications worldwide. The increasing reliance on accurate positioning and timing information has made more serious than ever the consequences of possible service outages in the satellite navigation systems. Among others, interference is regarded as the primary threat to their operation. Due the recent proliferation of portable interferers, notably jammers, it has now become common for GNSS receivers to endure simultaneous attacks from multiple sources of interference, which are likely spatially distributed and transmit different modulations. To the best knowledge of the author, the present dissertation is the first publication to investigate the use of the S-transform (ST) to devise countermeasures to interference. The original contributions in this context are mainly: • the formulation of a complexity-scalable ST implementable in real time as a bank of filters; • a method for characterizing and localizing multiple in-car jammers through interference snapshots that are collected by separate receivers and analysed with a clever use of the ST; • a preliminary assessment of novel methods for mitigating generic interference at the receiver end by means the ST and more computationally efficient variants of the transform. Besides GNSSs, the countermeasures to interference proposed are equivalently applicable to protect any direct-sequence spread spectrum (DS-SS) communication

Link level performance evaluation and link abstraction for LTE/LTE-advanced downlink

Els objectius principals d'aquesta tesis són l'avaluació del rendiment a nivell d'enllaç i l'estudi de l'abstracció de l'enllaç pel LTE/LTE-Advanced DL. S’ha desenvolupat un simulador del nivell d'enllaç E-UTRA DL basat en la tecnologia MIMO-OFDM. Es simulen els errors d'estimació de canal amb un model d'error de soroll additiu Gaussià anomenat CEEM. El resultat d'aquest simulador serveix per avaluar el rendiment a nivell d'enllaç del LTE/LTE-Advanced DL en diferents entorns . La idea bàsica dels mètodes d'abstracció de l'enllaç és mapejar el vector de SNRs de les subportadores a un valor escalar, l'anomenada ESNR, la qual és usada per a predir la BLER. Proposem un innovador mètode d'abstracció de l'enllaç que pot predir la BLER amb bona precisió en esvaïments multicamí i que inclouen els efectes de les retransmissions HARQ. El mètode proposat es basa amb l'estimació de la informació mútua entre els bits transmesos i els LLRs rebuts.The main objectives of this dissertation are the evaluation of the link level performance and the study of link abstraction for LTE/LTE-Advanced DL. An E-UTRA DL link level simulator has been developed based on MIMO-OFDM technology. We simulate channel estimation errors by a Gaussian additive noise error model called CEEM. The result of this simulator serves to evaluate the MIMO-OFDM LTE/LTE-Advanced DL link level performance in different environments. The basic idea of link abstraction methods is to map the vector of the subcarrier SNRs to a single scalar, the ESNR, which is then used to predict the BLER. We propose a novel link abstraction method that can predict the BLER with good accuracy in multipath fading and including the effects of HARQ retransmissions. The proposed method is based on estimating the mutual information between the transmitted bits and the received LLRs.Postprint (published version

System design and validation of multi-band OFDM wireless communications with multiple antennas

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