Intelligent Reflecting Surface Enhanced Wideband MIMO-OFDM Communications: From Practical Model to Reflection Optimization
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- 30 March 2021
- journal article
- research article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Communications
- Vol. 69 (7) , 4807-4820
Abstract
Intelligent reflecting surface (IRS) is envisioned as a revolutionary technology for future wireless communication systems since it can intelligently change radio environment and integrate it into wireless communication optimization. However, most existing works adopted an ideal IRS reflection model, which is impractical and can cause significant performance degradation in realistic wideband systems. To address this issue, we first study the dual phase- and amplitude-squint effect of reflected signals and present a simplified practical IRS reflection model for wideband signals. Then, an IRS enhanced wideband multiuser multi-input single-output orthogonal frequency division multiplexing (MU-MISO-OFDM) system is investigated. We aim to jointly design the transmit beamformer and IRS reflection for the case of using both continuous and discrete phase shifters to maximize the average sum-rate over all subcarriers. By exploiting the relationship between sum-rate maximization and mean square error (MSE) minimization, the original problem is equivalently transformed into a multi-block/variable problem, which can be efficiently solved by the block coordinate descent (BCD) method. Complexity and convergence for both cases are analyzed or illustrated. Simulation results demonstrate that the proposed algorithm can offer significant average sum-rate enhancement compared to that achieved using the ideal IRS reflection model, which confirms the importance of the use of the practical model for the design of wideband systems.Keywords
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Funding Information
- National Natural Science Foundation of China (61971088, 62071083, U1808206, U1908214)
- Natural Science Foundation of Liaoning Province (2020-MS-108)
- Fundamental Research Funds for the Central Universities (DUT20GJ214, DUT20RC(3)029)
- Dalian Science and Technology Innovation Project (2020JJ25CY001)
- FDCT (0108/2020/A)
- open research fund of National Mobile Communications Research Laboratory, Southeast University (2021D08, 2021D15)
This publication has 40 references indexed in Scilit:
- Large Intelligent Surface-Assisted Wireless Communication Exploiting Statistical CSIIEEE Transactions on Vehicular Technology, 2019
- Reconfigurable Intelligent Surfaces for Energy Efficiency in Wireless CommunicationIEEE Transactions on Wireless Communications, 2019
- Secure Wireless Communication via Intelligent Reflecting SurfaceIEEE Wireless Communications Letters, 2019
- An Overview of Sustainable Green 5G NetworksIEEE Wireless Communications, 2017
- Hybrid beamformer design for mmwave wideband multi-user MIMO-OFDM systems : (Invited paper)2017
- Fundamental Green Tradeoffs: Progresses, Challenges, and Impacts on 5G NetworksIEEE Communications Surveys & Tutorials, 2017
- Millimeter-wave massive MIMO: the next wireless revolution?IEEE Communications Magazine, 2014
- Surrogate-Based Modeling and Optimization2013
- An Iteratively Weighted MMSE Approach to Distributed Sum-Utility Maximization for a MIMO Interfering Broadcast ChannelIEEE Transactions on Signal Processing, 2011
- Loss quantification for microstrip reflectarray: Issue of high fields and currents2008