<p>This thesis considers wireless multi-input multi-output (MIMO) communication systems in block flat-fading environments. It develops novel designs of transmission and reception schemes for single-user and multi-user systems. The designs are developed under different models for the information about the communication channel that is available at the transmitter.</p> <p>For single-user systems, the thesis studies the class of non-linear MIMO transceivers that implement sequential interference (pre-) subtraction, namely transceivers with Tomlinson-Harashima precoding (THP) and transceivers with decision feedback equalization (DFE). For these transceivers a novel design framework is developed to unify the design of these two dual systems when channel state information (CSI) is available at both the transmitter and the receiver. The framework encompasses a broad range of performance criteria, and generates closed-form expressions for the optimal designs under these criteria. The framework reveals that a single transceiver design is optimal for a large subclass of these performance criteria and shows that this unique optimal design is (strictly) superior to the corresponding optimal linear transceiver for the same performance criterion. The framework also characterizes another class of design criteria for which the optimal non-linear transceiver reduces to the optimal linear transceiver for the same criterion. This novel design framework brings the design of non-linear MIMO transceivers to a level of maturity similar to the linear counterparts, and will impact the design of practical wireless communication systems that implement these interference subtraction schemes. The framework is then generalized to the case of DFE transceivers that satisfy an additional zero-forcing (ZF) constraint and operate in a "limited feedback" regime in which CSI is available only to the receiver and there is a limited rate feedback channel between the receiver and the transmitter. The proposed limited feedback system is the first that involves a "precoded" DFE transceiver.</p> <p> The multi-user part of the thesis develops multi-user transceivers that are robust to uncertainties in the available information about the users' channels. These uncertainties are inevitable in most practical multi-user communication systems, and can result in significant performance degradation.</p> <p> The first component of the multi-user part develops robust broadcast channel transceivers with quality of service (QoS) requirements for communication scenarios with bounded channel uncertainty at the transmitter. It formulates design problems for QoS requirements that can be expressed as constraints on the signal-to-interference-plus-noise-ratio (SINR) of each user, or as constraints on the mean square error (MSE) each user's received signal. For both formulations, convex and efficiently solvable design approaches are proposed. These design approaches are used to derive solutions to other related design problems, such as robust counterparts of the fair broadcasting problem.</p> <p> The second component of the multi-user part develops robust designs for multiuser transceivers that minimize different MSE criteria subject to a power constraint. The designs are obtained for different models of channel uncertainty: stochastic uncertainty models and bounded uncertainty models. For each channel uncertainty model, the robust multi-user designs are developed for both linear and non-linear MIMO transceivers, for both broadcast channels (BC) and multiple access channels (MAC).</p> <p>Simulation studies demonstrate the impact of the proposed robust designs on the performance of multi-user systems, and show that by incorporating robustness in the design one can significantly reduce the sensitivity of these systems to channel uncertainty and mitigate its deleterious effects.</p> / Thesis / Doctor of Philosophy (PhD)
Identifer | oai:union.ndltd.org:mcmaster.ca/oai:macsphere.mcmaster.ca:11375/16751 |
Date | 08 1900 |
Creators | Shenouda, Michael Botros |
Contributors | Davidson, Timothy N., Electrical and Computer Engineering |
Source Sets | McMaster University |
Language | en_US |
Detected Language | English |
Type | Thesis |
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