Coverage Analysis for mmWave Networks With Reflective and Transmissive Intelligent Surfaces

• Published in: IEEE transactions on wireless communications 2024-12, Vol.23 (12), p.19728-19743
• Main Authors: Zhang, Jingyuan, Blough, Douglas M.
• Format: Article
• Language: English
• Subjects: Analytical models; Array signal processing; Barriers; connection probability; Fading channels; Geometry; Line of sight; Links; Millimeter wave communication; Millimeter waves; Millimeter-wave networks; multi-RIS links; Performance evaluation; Poisson point process; Reconfigurable intelligent surfaces; reflective intelligent surfaces; Relays; Routing; stochastic geometry; Stochastic processes; transmissive intelligent surfaces; Upper bound; Upper bounds
• ISSN: 1536-1276; 1558-2248
• DOI: 10.1109/TWC.2024.3486091

Reconfigurable intelligent surfaces (RISs) have been proposed to enhance coverage performance in millimeter-wave bands by providing alternative links between access points and user devices in non-line-of-sight (NLOS) scenarios. However, the previously-studied reflective RISs (R-RISs) only offer 180° coverage, with most studies focusing on links with one R-RIS. Recently, transmissive-reflective RISs (T-RISs) that can provide 360° coverage have been proposed. In order to understand performance limits of both types of RISs, stochastic geometry is employed to analyze connection probability when R-RISs and T-RISs are used with single-RIS and multi-RIS links. The connection probability for single-RIS links and an upper bound on connection probability for multi-RIS links are derived with sparse obstacle distributions where independence of line-of-sight (LOS) statuses of different links can be assumed. The theoretical analysis is validated by simulations. Additionally, a comparison is provided between single-RIS and two-RIS links, as well as between R-RISs and T-RISs. Numerical evaluation using Nakagami fading propagation and a sectored antenna model shows that single-RIS links offer substantial coverage improvement for shorter-distance communications, whereas two-RIS links are more effective for longer-range communications. Moreover, numerical results demonstrate that, under the same model, T-RISs exhibit significantly improved coverage compared to R-RISs, especially with denser obstacle distribution.