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CSI Feedback and Power Control in Wireless NetworksKaramad, Ehsan 10 January 2014 (has links)
We investigate the effects of quantized channel state information (CSI) on the performance of
resource allocation algorithms in wireless networks. The thesis starts with a brief overview
of a specific type of quantizer, referred to as a conservative quantizer where we propose the
optimality and sufficiency conditions as well as practical methods to find such quantizers. We
apply this theory to the quantization of transmitter CSI in point-to-point Gaussian channels
and transmission under short-term power constraints. Next, we show that in a multiple-node
decode-and-forward (DF) cooperative network, the same structure for quantizer is close to op-
timal for the sum-rate objective function. Based on a proposed upper bound on the rate loss in
such scenarios, we also argue that the quantizer should assign uneven numbers of quantization
bits to different links in the network. The simulation results show that given a target rate loss
level, through quantization and bit allocation, there is, on average, 0.5−1 bits per link savings
in CSI feedback requirements compared to the uniform and equal bit allocation approaches.
Given the many benefits in non-uniform allocation of CSI rate in the network, we formulate a
generalized bit allocation scheme which is extensible to arbitrary classes of network resource
allocation problems.
In the last part of this thesis, we focus on power control in an interference network and then,
investigate the effects of CSI imperfections on the performance of power control algorithms.
First, we propose an iterative power control algorithm based on a fixed-point iteration and prove
its local convergence. Then, we show that for a centralized implementation of the power control
algorithm, a uniform in dB (geometric) quantizer of channel power is efficient. Based on this
choice of channel quantizer, we propose a bound on rate loss in terms of the resolution of the
ii
deployed quantizer, where a 3 dB in quantization error is shown to contribute to a maximum of
1 bit rate loss at each user. Similarly to the previous scenario, the upper bound suggests that an
uneven assignment of numbers of quantization levels leads to smaller distortion. Based on this
bound, we develop the corresponding bit allocation laws. We also investigate the effects of CSI
errors on the performance of distributed power control algorithms and show that, compared to
the centralized case, the distributed algorithm could lead to a further SINR loss of up to 3
dB for one or more transmitters. This error is due to the fact that because of CSI errors, the
estimated interference level at each receiver is different from the induced interference wireless
transmitters expect.
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CSI Feedback and Power Control in Wireless NetworksKaramad, Ehsan 10 January 2014 (has links)
We investigate the effects of quantized channel state information (CSI) on the performance of
resource allocation algorithms in wireless networks. The thesis starts with a brief overview
of a specific type of quantizer, referred to as a conservative quantizer where we propose the
optimality and sufficiency conditions as well as practical methods to find such quantizers. We
apply this theory to the quantization of transmitter CSI in point-to-point Gaussian channels
and transmission under short-term power constraints. Next, we show that in a multiple-node
decode-and-forward (DF) cooperative network, the same structure for quantizer is close to op-
timal for the sum-rate objective function. Based on a proposed upper bound on the rate loss in
such scenarios, we also argue that the quantizer should assign uneven numbers of quantization
bits to different links in the network. The simulation results show that given a target rate loss
level, through quantization and bit allocation, there is, on average, 0.5−1 bits per link savings
in CSI feedback requirements compared to the uniform and equal bit allocation approaches.
Given the many benefits in non-uniform allocation of CSI rate in the network, we formulate a
generalized bit allocation scheme which is extensible to arbitrary classes of network resource
allocation problems.
In the last part of this thesis, we focus on power control in an interference network and then,
investigate the effects of CSI imperfections on the performance of power control algorithms.
First, we propose an iterative power control algorithm based on a fixed-point iteration and prove
its local convergence. Then, we show that for a centralized implementation of the power control
algorithm, a uniform in dB (geometric) quantizer of channel power is efficient. Based on this
choice of channel quantizer, we propose a bound on rate loss in terms of the resolution of the
ii
deployed quantizer, where a 3 dB in quantization error is shown to contribute to a maximum of
1 bit rate loss at each user. Similarly to the previous scenario, the upper bound suggests that an
uneven assignment of numbers of quantization levels leads to smaller distortion. Based on this
bound, we develop the corresponding bit allocation laws. We also investigate the effects of CSI
errors on the performance of distributed power control algorithms and show that, compared to
the centralized case, the distributed algorithm could lead to a further SINR loss of up to 3
dB for one or more transmitters. This error is due to the fact that because of CSI errors, the
estimated interference level at each receiver is different from the induced interference wireless
transmitters expect.
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Quantum Transport in InAs Nanowires with Etched Constrictions and Local Side-gatingMa, Yao 15 November 2013 (has links)
To study transport properties in single InAs nanowires (NW) with etched constrictions, a bunch of back-gated single InAs NW devices were made. The standard device contained a NW section with an etched constriction, placed between two pre-patterned side-gates. For comparison, devices either without etched constriction or without side-gates were also fabricated.
Transport measurement results of three devices were presented and discussed. The device without side-gates exhibited Coulomb blockade due to electron tunneling through double quantum dots (QDs). The device without the etched constriction displayed conductance quantization. The standard device showed both Coulomb blockade (due to electron tunneling through either multiple QDs or single QD) and Fabry-Perot conductance oscillation at different gate bias regime.
A 3-D electrostatic and 2-D eigenvalue coupled simulation was conducted to explain the observed conductance quantization. This model suggests that the nonuniform potential distribution in a thick NW dramatically modifies the confinement energies in the NW.
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Quantum Transport in InAs Nanowires with Etched Constrictions and Local Side-gatingMa, Yao 15 November 2013 (has links)
To study transport properties in single InAs nanowires (NW) with etched constrictions, a bunch of back-gated single InAs NW devices were made. The standard device contained a NW section with an etched constriction, placed between two pre-patterned side-gates. For comparison, devices either without etched constriction or without side-gates were also fabricated.
Transport measurement results of three devices were presented and discussed. The device without side-gates exhibited Coulomb blockade due to electron tunneling through double quantum dots (QDs). The device without the etched constriction displayed conductance quantization. The standard device showed both Coulomb blockade (due to electron tunneling through either multiple QDs or single QD) and Fabry-Perot conductance oscillation at different gate bias regime.
A 3-D electrostatic and 2-D eigenvalue coupled simulation was conducted to explain the observed conductance quantization. This model suggests that the nonuniform potential distribution in a thick NW dramatically modifies the confinement energies in the NW.
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Flux Noise due to Spins in SQUIDsLaForest, Stephanie 20 August 2013 (has links)
Superconducting Quantum Interference Devices (SQUIDs) are currently being used as flux qubits and read-out detectors in a variety of solid-state quantum computer
architectures. The main limitation of SQUID qubits is that they have a coherence time of the order of 10 us, due to the presence of intrinsic flux noise that is not yet fully understood. The origin of flux noise is currently believed to be related to spin impurities
present in the materials and interfaces that form the device. Here we present a novel numerical method that enables calculations of the flux produced by spin impurities even when they are located quite close to the SQUID wire. We show that the SQUID will be particularly sensitive to spins located at its wire edges, generating flux shifts of up to 4 nano flux quanta, much higher than previous calculations based on the software
package FastHenry. This shows that spin impurities in a particular region along the wire's
surface play a much more important role in producing flux noise than other spin impurities located elsewhere in the device. / Graduate / 0611 / 0607 / 0753 / laforest@uvic.ca
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Low-delay sensing and transmissionKron, Johannes January 2011 (has links)
This thesis studies cooperative sensing and transmission in the context ofwireless sensor networks (WSNs). We especially focus on two means of cooperative sensing and transmission, namely, distributed source coding and relaying. We consider systems where the usefulness of the measured data is dependent on how old the data is and we therefore need low-delay transmission schemes. At first sight, the low-delay criterion may seem to be of little relevance, but it is this aspect in particular that distinguishes this thesis from many of the existing communication theoretic results, which often are asymptotic in the block lengths. The thesis is composed of an introductory part, discussing the fundamentals of communication theory and how these are related to the requirements of WSNs, followed by a part where the results of the thesis are reported in Papers A-H. Papers A-D study different scenarios for distributed source-channel coding. In Paper A, we consider transmission of correlated continuous sources and propose an iterative algorithm for designing simple and energy-efficient sensor nodes. In particular the cases of the binary symmetric channel as well as the additive white Gaussian noise channel are studied. In Paper B, the work is extended to channels with interference and it is shown that also in this case there can be significant power savings by performing a joint optimization of the system.Papers C and D use a more structured approach and propose side-information-aware source-channel coding strategies using lattices and sinusoids. In Paper E, we apply the methods we have used in joint source-channel coding to the famous Witsenhausen counterexample. By using a relatively simple iterative algorithm, we are able to demonstrate the best numerical performance known to date. For the case of systems with relays, we study the transmission of a continuous Gaussian source and the transmission of an uniformly distributed discrete source. In both situations, we propose algorithms to design low-delay source-channel and relay mappings. By studying the structure of the optimized source-channel and relay mappings, we provide useful insights into how the optimized systems work. These results are reported in Papers F and G. In Paper H, we finally consider sum-MSE minimization for the Gaussian multiple-input, multiple-output broadcast channel. By using recently discovered properties of this problem, we derive a closed-form expression for the optimal power allocation in the two-user scenario and propose a conceptually simple and efficient algorithm that handles an arbitrary number of users. Throughout the thesis we show that there are significant gains if the parts of the system are jointly optimized for the source and channel statistics. All methods that are considered in this thesis yield very low coding and decoding delays. In general, nonlinear mappings outperform linear mappings for problems where there is side-information available. Another contribution of this thesis is visualization of numerically optimized systems that can be used as inspiration when structured low-delay systems are designed. / The author changed name from Johannes Karlsson to Johannes Kron in January 2011. QC 20110512
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A 280 mW, 0.07 % THD+N Class-D Audio Amplifier Using a Frequency-Domain QuantizerJanuary 2011 (has links)
abstract: Pulse Density Modulation- (PDM-) based class-D amplifiers can reduce non-linearity and tonal content due to carrier signal in Pulse Width Modulation - (PWM-) based amplifiers. However, their low-voltage analog implementations also require a linear- loop filter and a quantizer. A PDM-based class-D audio amplifier using a frequency-domain quantization is presented in this paper. The digital-intensive frequency domain approach achieves high linearity under low-supply regimes. An analog comparator and a single-bit quantizer are replaced with a Current-Controlled Oscillator- (ICO-) based frequency discriminator. By using the ICO as a phase integrator, a third-order noise shaping is achieved using only two analog integrators. A single-loop, singlebit class-D audio amplifier is presented with an H-bridge switching power stage, which is designed and fabricated on a 0.18 um CMOS process, with 6 layers of metal achieving a total harmonic distortion plus noise (THD+N) of 0.065% and a peak power efficiency of 80% while driving a 4-ohms loudspeaker load. The amplifier can deliver the output power of 280 mW. / Dissertation/Thesis / Ph.D. Electrical Engineering 2011
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Position dependent non-commutativity in two dimensionsLópez, Armand Idárraga January 2015 (has links)
Orientador: Prof. Dr. Vladislav Kupriyanov / Dissertação (mestrado) - Universidade Federal do ABC, Programa de Pós-Graduação em Matemática , 2015. / No presente trabalho estudamos as consequências físicas da não-comutatividade dependente da posição e rotacionalmente invariante em duas dimensões [x, y] = iq f (x2 + y2),
usando a teoria de perturbações em mecânica quântica e considerando os modelos
exatamente solúveis como o oscilador harmônico isotrópico e o problema de Landau.
Nós demonstramos a consistência da abordagem proposta, em particular, derivamos a
versão não-comutativa da equação de continuidade e mostramos que a probabilidade é
conservada na nossa abordagem.
Pesquisamos três formas gerais diferentes para a f (r): constante, monomial de r2 e
exponencial Gaussiana. Obtendo resultados diversos de acordo com as características
específicas de cada f (e. g. a potência do monomio, largura da Gaussiana). Para a maior
parte das escolhas da f , temos encontrado quebra da degenerescência. / In the present work we study the physical consequences of the position dependent
rotationally invariant noncommutativity in two dimensions [x, y] = iq f (x2 + y2), using
the perturbation theory in quantum mechanics and considering the exactly solvable
models in standard quantum mechanics: isotropic harmonic oscillator and Landau
problem. We demonstrate the consistency of the proposed approach, in particular,
we derive the noncommutative continuity equation and show that the probability is
conserved in our approach.
We investigate three different general forms of f (r): constant, monomial of r2 and
Gaussian exponential. Obtaining diverse results according to specific characteristics of
each f (e. g. monomial power and Gaussian width). Degeneracy breaking is found in
most of the cases.
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The Pauli-Lubanski Vector in a Group-Theoretical Approach to Relativistic Wave EquationsJanuary 2016 (has links)
abstract: Chapter 1 introduces some key elements of important topics such as; quantum mechanics,
representation theory of the Lorentz and Poincare groups, and a review of some basic rela- ´
tivistic wave equations that will play an important role in the work to follow. In Chapter 2,
a complex covariant form of the classical Maxwell’s equations in a moving medium or at
rest is introduced. In addition, a compact, Lorentz invariant, form of the energy-momentum
tensor is derived. In chapter 3, the concept of photon helicity is critically analyzed and its
connection with the Pauli-Lubanski vector from the viewpoint of the complex electromag- ´
netic field, E+ iH. To this end, a complex covariant form of Maxwell’s equations is used.
Chapter 4 analyzes basic relativistic wave equations for the classical fields, such as Dirac’s
equation, Weyl’s two-component equation for massless neutrinos and the Proca, Maxwell
and Fierz-Pauli equations, from the viewpoint of the Pauli-Lubanski vector and the Casimir ´
operators of the Poincare group. A connection between the spin of a particle/field and ´
consistency of the corresponding overdetermined system is emphasized in the massless
case. Chapter 5 focuses on the so-called generalized quantum harmonic oscillator, which
is a Schrodinger equation with a time-varying quadratic Hamiltonian operator. The time ¨
evolution of exact wave functions of the generalized harmonic oscillators is determined
in terms of the solutions of certain Ermakov and Riccati-type systems. In addition, it is
shown that the classical Arnold transform is naturally connected with Ehrenfest’s theorem
for generalized harmonic oscillators. In Chapter 6, as an example of the usefulness of the
methods introduced in Chapter 5 a model for the quantization of an electromagnetic field
in a variable media is analyzed. The concept of quantization of an electromagnetic field
in factorizable media is discussed via the Caldirola-Kanai Hamiltonian. A single mode
of radiation for this model is used to find time-dependent photon amplitudes in relation
to Fock states. A multi-parameter family of the squeezed states, photon statistics, and the
uncertainty relation, are explicitly given in terms of the Ermakov-type system. / Dissertation/Thesis / Doctoral Dissertation Applied Mathematics 2016
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Controle quântico ótimo: fundamentos, aplicações e extensões da teoria. / Optimal quantum control : fundamentals , applications and extensions of the theory.Alexandre Coutinho Lisboa 31 March 2015 (has links)
Inicialmente, os conceitos fundamentais e a problemática básica subjacentes ao Controle de Sistemas Quânticos são apresentados, destacando-se, por exemplo, as questões físicas e dinâmicas envolvidas, os principais tipos e metodologias de controle no contexto quântico, bem como aplicações existentes e potenciais de Controle Quântico, muitas das quais situando-se na vanguarda da Ciência e da Tecnologia. Segue-se uma exposição do arcabouço teórico básico e do formalismo padrão da Mecânica Quântica, tendo em vista prover os elementos necessários à compreensão de sistemas quânticos, sua dinâmica e seu controle. O conceito de Controlabilidade é, então, apresentado no contexto de Sistemas Quânticos. Em seqüência, os fundamentos do Controle Quântico Ótimo são desenvolvidos como uma extensão da Teoria Clássica de Controle Ótimo, apresentando-se exemplos de aplicações. Ao problema da transferência de estados quânticos para um estado-alvo em tempo mínimo é devotada especial atenção, dada sua grande relevância em aplicações tecnológicas de ponta, como em Computação Quântica e Processamento de Informação Quântica. A partir de limitações físicas que são inerentes a qualquer sistema quântico, no tocante ao tempo mínimo necessário para que ocorra uma transição de estados, propõem-se Fatores de Mérito para quantificar a eficiência dos controles quânticos ótimos que minimizam o tempo de transferência de estados. Exemplos de aplicação, estudos teóricos e estudos de casos são levados a cabo para a definição dos Fatores de Mérito associados. Este trabalho termina com estudos relativos a uma possível formulação da Teoria de Controle Quântico Ótimo em termos de Integrais de Trajetória para o tratamento de sistemas quânticos contínuos, em especial, o controle espaço-temporal de partículas quânticas. Um possível emprego do Efeito Aharonov-Bohm é também discutido como estratégia de Controle Quântico. / Firstly, the fundamental concepts and the basic issues concerning the Control of Quantum Systems are presented, highlighting, for example, related physical and dynamical questions, the main control types and methodologies in the quantum context, as well as current and potential applications of Quantum Control, many of them situated on the avant-garde of Science and Technology. Then follows an exposition of the basic theoretical framework and the standard formalism of Quantum Mechanics, whose aim is to provide the necessary elements for understanding quantum systems, quantum dynamics and control. The concept of Controlability is then presented in the context of Quantum Systems. Subsequently, the fundamental concepts of Quantum Optimal Control are developed as an extension of the Classical Optimal Control Theory, featuring some examples of application. To the problem of transfering quantum states to a certain target state at minimal time a special attention is devoted, having in mind its great relevance in state-of-art technological applications, e.g., Quantum Computation and Quantum Information Processing. From physical limitations that are inherent to any quantum systems, regarding the minimal time necessary to perform a state transition, one proposes Figures of Merit in order to quantify the efficiency of optimal quantum controls which minimize the state transfer time. Examples of applications, theoretical studies and case studies are carried out in order to define the associated Figures of Merit. This work ends with studies concerning a possible formulation of Optimal Quantum Control Theory in terms of Path Integrals for handling continuous quantum systems, particularly, the space-time control of quantum particles. A possible use of the Aharonov-Bohm Effect is also discussed as a Quantum Control strategy.
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