Secrecy Rate Maximization in MIMO RIS-Aided Wireless Communications: A Hardware Accelerator Implementation for Reflection Optimization
Sixth generation (6G) wireless networks envision new Internet-of- Things (IoT) applications that require faster and more secure data transmission. Reconfigurable intelligent surfaces (RISs) can improve physical-layer security in wireless communications by optimally reflecting incoming electromagnetic waves to benefit legitimate users (LUs) and simultaneously hinder eavesdroppers (ED). However, for low-latency data transmission and short-coherence-time wireless channels, optimizing the RIS configuration must be done extremely fast, thus requiring a hardware accelerator. In this paper, we consider a multi-input multiple-output (MIMO) RIS-enabled physical-layer security system and introduce a novel low-latency hardware accelerator to maximize the achievable secrecy rate by optimizing the RIS reflection coefficients. The proposed accelerator implements a Dinkelbach-based iterative algorithm, here modified for the MIMO case and to facilitate hardware implementation. Simulations reveal that high-quality solutions are obtained, compared to a theoretical upper limit. The proposed sub-1-ms latency accelerator is detailed, highlighting design choices that enable its fast operation under moderate resource requirements, and also meeting the real-time requirements of emerging 6G applications.
Authors
- Vassilis Paliouras (ORCID: https://orcid.org/0000-0002-1414-7500)
- Dimitris Kompostiotis
Institutions
- University of Patras (GR)
Publication Details
- Published
- 2024-11-04
- DOI
- https://doi.org/10.1109/sips62058.2024.00041
- Citations
- 1
- Primary Topic
- Energy Harvesting in Wireless Networks
- Type
- article
- Field-Weighted Citation Impact
- 0.21