Lens-type redirective reconfigurable intelligent surfaces for multi-user MIMO communications
| dc.contributor.author | Chowdhury, Md Jawwad | |
| dc.contributor.examiningcommittee | Hossain, Ekram (Electrical and Computer Engineering) | en_US |
| dc.contributor.examiningcommittee | Yahampath, Pradeepa (Electrical and Computer Engineering) | en_US |
| dc.contributor.supervisor | Bellili, Faouzi | |
| dc.contributor.supervisor | Mezghani, Amine | |
| dc.date.accessioned | 2023-01-06T22:02:05Z | |
| dc.date.available | 2023-01-06T22:02:05Z | |
| dc.date.copyright | 2022-12-23 | |
| dc.date.issued | 2022-12-23 | |
| dc.date.submitted | 2022-12-23T07:25:51Z | en_US |
| dc.degree.discipline | Electrical and Computer Engineering | en_US |
| dc.degree.level | Master of Science (M.Sc.) | en_US |
| dc.description.abstract | Reconfigurable intelligent surfaces (RIS), also known as smart repeaters, have been widely adopted in the open literature as a low-cost, energy-efficient solution to tackle the blockage problem in existing wireless networks. In this thesis, we first introduce the idea of using redirective reconfigurable intelligent surfaces (RedRIS) to overcome many of the challenges associated with the conventional reflective RIS. We develop a framework for jointly optimizing the switching matrix of the lens-type RedRIS ports along with the active precoding matrix at the base station (BS) and the receive scaling factor. A joint non-convex optimization problem is formulated under the minimum mean-square error (MMSE) criterion with the aim to maximize the spectral efficiency of each user. In the single-cell scenario, the optimum active precoding matrix at the multi-antenna BS and the receive scaling factor are found in closed-form by applying Lagrange optimization, while the optimal switching matrix at the lens-type RedRIS is obtained by means of a newly developed alternating optimization algorithm. We then extend the framework to the multi-cell scenario with single-antenna base stations that are aided by the same lens-type RedRIS. We further present two methods for reducing the number of effective connections of the RedRIS ports that result in appreciable overhead savings while enhancing the robustness of the system. The proposed RedRIS-based schemes are gauged against reflective RIS-based systems under both perfect and imperfect channel state information (CSI). The simulation results show the superiority of the proposed schemes in terms of overall throughput with much less control overhead. | en_US |
| dc.description.note | February 2023 | en_US |
| dc.identifier.uri | http://hdl.handle.net/1993/37069 | |
| dc.language.iso | eng | en_US |
| dc.rights | open access | en_US |
| dc.subject | Reconfigurable intelligent surface (RIS) | en_US |
| dc.subject | redirective RIS (RedRIS) | en_US |
| dc.subject | reflective RIS | en_US |
| dc.subject | lens-type RIS | en_US |
| dc.subject | multi-user MIMO | en_US |
| dc.title | Lens-type redirective reconfigurable intelligent surfaces for multi-user MIMO communications | en_US |
| dc.type | master thesis | en_US |
| local.subject.manitoba | no | en_US |