A Tutorial on Beyond-Diagonal Reconfigurable Intelligent Surfaces: Modeling, Architectures, System Design and Optimization, and Applications
Hongyu Li, Matteo Nerini, Shanpu Shen, and Bruno Clerckx

TL;DR
This tutorial introduces Beyond-Diagonal Reconfigurable Intelligent Surfaces (BD-RISs), a versatile technology that extends traditional RIS capabilities by enabling complex wave manipulation through non-diagonal scattering matrices, with modeling, design, and application insights.
Contribution
It provides a comprehensive framework for modeling, designing, and optimizing BD-RIS, highlighting its advantages over conventional RIS and exploring various applications.
Findings
BD-RIS offers higher wave manipulation flexibility than traditional RIS.
Modeling techniques include physics-consistent and multi-port network approaches.
BD-RIS has broad applications in communications, sensing, and power transfer.
Abstract
Written by its inventors, this first tutorial on Beyond-Diagonal Reconfigurable Intelligent Surfaces (BD-RISs) provides the readers with the basics and fundamental tools necessary to appreciate, understand, and contribute to this emerging and disruptive technology. Conventional (Diagonal) RISs (D-RISs) are characterized by a diagonal scattering matrix such that the wave manipulation flexibility of D-RIS is extremely limited. In contrast, BD-RIS refers to a novel and general framework for RIS where its scattering matrix is not limited to be diagonal (hence, the ``beyond-diagonal'' terminology) and consequently, all entries of can potentially help shaping waves for much higher manipulation flexibility. This physically means that BD-RIS can artificially engineer and reconfigure coupling across elements of the surface thanks to inter-element…
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Taxonomy
TopicsAdvanced Wireless Communication Technologies · Advanced Antenna and Metasurface Technologies · Metamaterials and Metasurfaces Applications
