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Pareto Frontier for the Performance-Complexity Trade-Off in Beyond Diagonal Reconfigurable Intelligent Surfaces

Matteo Nerini, Bruno Clerckx

2023IEEE Communications Letters20 citationsDOI

Abstract

Reconfigurable intelligent surface (RIS) is an emerging technology allowing to control the propagation environment in wireless communications. Recently, beyond diagonal RIS (BD-RIS) has been proposed to reach higher performance than conventional RIS, at the expense of higher circuit complexity. Multiple BD-RIS architectures have been developed with the goal of reaching a favorable trade-off between performance and circuit complexity. However, the fundamental limits of this trade-off are still unexplored. In this letter, we fill this gap by deriving the expression of the Pareto frontier for the performance-complexity trade-off in BD-RIS. Additionally, we characterize the optimal BD-RIS architectures reaching this Pareto frontier.

Topics & Concepts

DiagonalPareto principleFrontierComputer scienceWirelessComputational complexity theoryMulti-objective optimizationEfficient frontierMathematical optimizationTelecommunicationsEconomicsMathematicsAlgorithmMachine learningFinanceGeometryHistoryPortfolioArchaeologyAdvanced Wireless Communication TechnologiesSatellite Communication SystemsAdvanced Antenna and Metasurface Technologies
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