Algorithms, Bounds, and Analog Implementation.
Slides of the defense PDF file4. This dissertation is about a specific problem and about general methods.
The specific problem is carrier-phase synchronization, which appears in the context of digital communications. The general methods are message-passing algorithms communication phd thesis on graphical models, in particular, factor graphs. We consider applications of such algorithms in the context of statistical inference as in communications, signal processing, and machine learningstatistics, information theory, and the theory of dynamical systems such as analog electronic circuits.
The primary motivation for this work lab 1 to analyze the degradation go here digital communications systems digital communication to oscillator non-idealities; 2 the development of synchronization algorithms that minimize this go here phd thesis phd thesis digital communication lab.
Clocks are ubiquitous in digital communications more info lab clocks are noisy, digital communication. In phd thesis digital communication phd thesis early phd thesis digital communication lab of communications, this source of degradation was only of secondary concern. Communications systems used to operate far from the ultimate performance bound, i. The main concern was therefore to develop error-correcting phd thesis digital communication lab that could close the gap between the performance of practical communications phd thesis digital communication lab and channel capacity.
With the recent advent of iterative decoding techniques, communications systems nowadays most often operate close to the ultimate performance limits; issues such as synchronization, which were earlier only of secondary importance, have now become the mayor remaining bottlenecks in the design of communications systems.
In this dissertation, we focus on carrier-phase phd thesis digital communication lab, i.
The phd thesis digital communication lab we address phd thesis digital communication lab Which physical mechanisms are responsible for phase noise? How can phase noise be modeled? How can carrier-phase estimation algorithms systematically be derived? What are the ultimate limits for communication over channels with phase noise?
How much does the information rate of digital communication lab communications channel decrease due to phase noise? How well can the digital communication lab carrier phase be estimated? In contrast to earlier and parallel work, our aim is not the design and optimization of fully operating communications systems. In this thesis, various tools are developed that lead or may lead to phd thesis answer to the above questions and many other related questions.
phd thesis
We give a detailed analysis of phase noise in free-running clocks and PLLs Question 1. We propose a phd thesis digital communication lab intuitive model for phase noise in free-running oscillators.
We describe /dissertation-environmental-quality.html simple models for passband communications channels. The models take phase offsets into account between the received carrier and the local carrier in the receiver, but disregard timing offsets.
The goals are to familiarize students with the techniques and instrumentation employed for measuring the performance and properties of digital communication systems and to provide hands-on experience with the components and sub-systems employed in a digital communication system. After Laboratory Exercise No. After the final Laboratory Exercise, the students should be able to perform all of the tasks listed under A and B plus the following:.
Giulio Colavolpe delivered a tutorial on "Faster-than-Nyquist and beyond: He will collaborate with Prof.
This laboratory course builds on the lecture course "Signal Processing" which is mandatory for all students of electrical engineering and ICE and biomedical engineering and audio engineering in the fourth semester. The course aims at practical experience with the simulation and development of basic signal processing algorithms, using standardized environments such as MATLAB and general-purpose DSP development kits.
2018 ©