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Robust Transceiver Design for IRS-Assisted Cascaded MIMO Communication Systems.
Hossein Esmaeili1, Ali Kariminezhad2, Aydin Sezgin1
1Institute of Digital Communication Systems, Ruhr University Bochum, 44801 Bochum, Germany.
Intelligent reconfigurable surfaces (IRSs) combined with decode-and-forward relays enhance wireless network reliability. Robust transceiver design against residual self-interference (RSI) optimizes throughput, offering significant performance gains.
Area of Science:
- Wireless communication systems
- Information theory
- Optimization theory
Background:
- Intelligent reconfigurable surfaces (IRSs) offer passive solutions for wireless networks, but traditional relays excel in reliability and throughput.
- Future wireless networks face challenges in providing reliable communication.
Purpose of the Study:
- To investigate a robust transceiver design using IRS and decode-and-forward relays to enhance reliability in wireless networks.
- To address residual self-interference (RSI) and maximize throughput under channel uncertainty.
Main Methods:
- Developed a robust transceiver design optimizing throughput under self-interference channel uncertainty constraints.
- Proposed a novel mathematical method to establish a lower bound for IRS performance.
- Utilized majorization theory and singular value decomposition (SVD) for optimal transmitter and relay response to worst-case RSI.
- Implemented a multi-level water-filling algorithm for iterative, locally optimal solutions.
Main Results:
- IRS effectiveness is contingent on element count relative to interference channel size in worst-case scenarios.
- The proposed algorithm outperforms state-of-the-art methods in time complexity and robustness.
- Achievable rates increased twofold for small antenna arrays and sixfold for large antenna arrays.
Conclusions:
- The combined IRS and relay system effectively addresses reliability challenges in future wireless networks.
- The proposed robust transceiver design and optimization algorithms provide significant throughput improvements.
- The study establishes a benchmark for IRS performance and offers practical solutions for enhancing wireless communication systems.
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