
CLC number: TN92
On-line Access: 2026-01-09
Received: 2025-05-30
Revision Accepted: 2025-10-08
Crosschecked: 2026-01-11
Cited: 0
Clicked: 688
Citations: Bibtex RefMan EndNote GB/T7714
Xingyu PENG, Qin TAO, Xiaoming CHEN. Robust design for IRS-assisted multiuser systems under practical imperfections: a rate-splitting approach[J]. Frontiers of Information Technology & Electronic Engineering, 2025, 26(12): 2654-2671.
@article{title="Robust design for IRS-assisted multiuser systems under practical imperfections: a rate-splitting approach",
author="Xingyu PENG, Qin TAO, Xiaoming CHEN",
journal="Frontiers of Information Technology & Electronic Engineering",
volume="26",
number="12",
pages="2654-2671",
year="2025",
publisher="Zhejiang University Press & Springer",
doi="10.1631/FITEE.2500353"
}
%0 Journal Article
%T Robust design for IRS-assisted multiuser systems under practical imperfections: a rate-splitting approach
%A Xingyu PENG
%A Qin TAO
%A Xiaoming CHEN
%J Frontiers of Information Technology & Electronic Engineering
%V 26
%N 12
%P 2654-2671
%@ 2095-9184
%D 2025
%I Zhejiang University Press & Springer
%DOI 10.1631/FITEE.2500353
TY - JOUR
T1 - Robust design for IRS-assisted multiuser systems under practical imperfections: a rate-splitting approach
A1 - Xingyu PENG
A1 - Qin TAO
A1 - Xiaoming CHEN
J0 - Frontiers of Information Technology & Electronic Engineering
VL - 26
IS - 12
SP - 2654
EP - 2671
%@ 2095-9184
Y1 - 2025
PB - Zhejiang University Press & Springer
ER -
DOI - 10.1631/FITEE.2500353
Abstract: In practical intelligent reflecting surface (IRS)-assisted multiuser communication systems, inevitable imperfections such as hardware impairments, imperfect channel state information (CSI), and the limited resolution of the IRS phase shifts would introduce interference and thus cause significant performance degradation. As an interference management strategy, rate-splitting multiple access (RSMA) employs the rate-splitting (RS) principle to partition user information into common and private parts, thereby offering enhanced robustness. Accounting for practical imperfections, this study investigates robust beamforming design in IRS-assisted multiuser systems under the RSMA architecture. First, we introduce a system model that captures these non-ideal factors and evaluate their impacts on communication performance. To enhance the performance of the considered system, a weighted sum rate maximization problem is formulated, for which a sample average approximation (SAA)-based robust algorithm is proposed to jointly optimize the IRS phase shifts and the beamforming matrix at the base station (BS). Simulation results demonstrate that the IRS-assisted RSMA system exhibits superior robustness compared to the IRS-assisted space division multiple access (SDMA) system in the presence of inevitable imperfections. Furthermore, the proposed SAA-based robust algorithm outperforms existing benchmark algorithms, highlighting its effectiveness and robustness.
[1]Aboumahmoud I, Hossain E, Mezghani A, 2025. Resource management in RIS-assisted rate splitting multiple access for next generation (xG) wireless communications: models, state-of-the-art, and future directions. IEEE Commun Surv Tut, 27(3):1618-1655.
[2]Asif M, Bao X, Ranjha A, et al., 2025. Leveraging RIS in consumer-centric 6G networks: efficient resource allocation in RSMA-based SWIPT systems under hardware impairments. IEEE Trans Consumer Electron, 71(2):4235-4247.
[3]Bansal A, Singh K, Clerckx B, et al., 2021. Rate-splitting multiple access for intelligent reflecting surface aided multi-user communications. IEEE Trans Veh Technol, 70(9):9217-9229.
[4]Björnson E, Zetterberg P, Bengtsson M, et al., 2013. Capacity limits and multiplexing gains of MIMO channels with transceiver impairments. IEEE Commun Lett, 17(1):91-94.
[5]Björnson E, Hoydis J, Kountouris M, et al., 2014. Massive MIMO systems with non-ideal hardware: energy efficiency, estimation, and capacity limits. IEEE Trans Inform Theory, 60(11):7112-7139.
[6]Clerckx B, Mao YJ, Jorswieck EA, et al., 2023. A primer on rate-splitting multiple access: tutorial, myths, and frequently asked questions. IEEE J Sel Areas Commun, 41(5):1265-1308.
[7]Efrem CN, Krikidis I, 2024. Robust IRS-element activation for energy efficiency optimization in IRS-assisted communication systems with imperfect CSI. IEEE Trans Wirel Commun, 23(10):14380-14393.
[8]Fu H, Feng SL, Ng DWK, 2021. Resource allocation design for IRS-aided downlink MU-MISO RSMA systems. IEEE Int Conf on Communications Workshops, p.1-6.
[9]Gallager RG, 2008. Principles of Digital Communication. Cambridge University Press, Cambridge, UK.
[10]Huang KJ, Sidiropoulos ND, 2016. Consensus-ADMM for general quadratically constrained quadratic programming. IEEE Trans Signal Process, 64(20):5297-5310.
[11]Khel AMT, Hamdi KA, 2022. Effects of hardware impairments on IRS-enabled MISO wireless communication systems. IEEE Commun Lett, 26(2):259-263.
[12]Kolawole OY, Biswas S, Singh K, et al., 2020. Transceiver design for energy-efficiency maximization in mmWave MIMO IoT networks. IEEE Trans Green Commun Netw, 4(1):109-123.
[13]Li BJ, Chen W, Li ZD, et al., 2023. Robust weighted sum-rate maximization for transmissive RIS transmitter enabled RSMA networks. IEEE Commun Lett, 27(10):2847-2851.
[14]Li HY, Mao YJ, Dizdar O, et al., 2022. Rate-splitting multiple access for 6G—part III: interplay with reconfigurable intelligent surfaces. IEEE Commun Lett, 26(10):2242-2246.
[15]Li HY, Shen SP, Clerckx B, 2023. Beyond diagonal reconfigurable intelligent surfaces: from transmitting and reflecting modes to single-, group-, and fully-connected architectures. IEEE Trans Wirel Commun, 22(4):2311-2324.
[16]Li HY, Shen SP, Clerckx B, 2024. Synergizing beyond diagonal reconfigurable intelligent surface and rate-splitting multiple access. IEEE Trans Wirel Commun, 23(8):8717-8729.
[17]Ma WY, Zhu LP, Zhang R, 2024. MIMO capacity characterization for movable antenna systems. IEEE Trans Wirel Commun, 23(4):3392-3407.
[18]Mao YJ, Clerckx B, Li VOK, 2018. Rate-splitting multiple access for downlink communication systems: bridging, generalizing, and outperforming SDMA and NOMA. EURASIP J Wirel Commun Netw, 2018:133.
[19]Mao YJ, Clerckx B, Li VOK, 2019. Rate-splitting for multi-antenna non-orthogonal unicast and multicast transmission: spectral and energy efficiency analysis. IEEE Trans Commun, 67(12):8754-8770.
[20]Mao YJ, Dizdar O, Clerckx B, et al., 2022. Rate-splitting multiple access: fundamentals, survey, and future research trends. IEEE Commun Surv Tut, 24(4):2073-2126.
[21]Pala S, Katwe M, Singh K, et al., 2024. Spectral-efficient RIS-aided RSMA URLLC: toward mobile broadband reliable low latency communication (mBRLLC) system. IEEE Trans Wirel Commun, 23(4):3507-3524.
[22]Papazafeiropoulos A, Clerckx B, Ratnarajah T, 2017. Rate-splitting to mitigate residual transceiver hardware impairments in massive MIMO systems. IEEE Trans Veh Technol, 66(9):8196-8211.
[23]Peng XY, Hu XL, Gao JB, et al., 2024a. Integrated localization and communication for IRS-assisted multi-user mmWave MIMO systems. IEEE Trans Commun, 72(8):4725-4740.
[24]Peng XY, Tao Q, Hu XL, et al., 2024b. Integrated sensing and communication in IRS-assisted high-mobility systems: design, analysis and optimization. IEEE Trans Wirel Commun, 23(11):16107-16122.
[25]Schenk T, 2008. RF Imperfections in High-rate Wireless Systems: Impact and Digital Compensation. Springer, Dordrecht, the Netherlands.
[26]Shen H, Xu W, Gong SL, et al., 2021. Beamforming optimization for IRS-aided communications with transceiver hardware impairments. IEEE Trans Commun, 69(2):1214-1227.
[27]Tao Q, Zhang SW, Zhong CJ, et al., 2022. Weighted sum-rate of intelligent reflecting surface aided multiuser downlink transmission with statistical CSI. IEEE Trans Wirel Commun, 21(7):4925-4937.
[28]Tataria H, Shafi M, Molisch AF, et al., 2021. 6G wireless systems: vision, requirements, challenges, insights, and opportunities. Proc IEEE, 109(7):1166-1199.
[29]Wang CJ, Zhang XH, Xing HJ, et al., 2025. Joint association, beamforming, and resource allocation for multi-IRS enabled MU-MISO systems with RSMA. IEEE Trans Mob Comput, 24(3):1602-1620.
[30]Wang JT, Gong SQ, Wu QQ, et al., 2023. RIS-aided MIMO systems with hardware impairments: robust beamforming design and analysis. IEEE Trans Wirel Commun, 22(10):6914-6929.
[31]Wang WH, Yang L, Zhan YY, et al., 2025. Robust resource allocation design for energy-efficient active IRS-aided C-RSMA systems. IEEE Trans Commun, 73(7):5168-5183.
[32]Wang ZR, Liu L, Cui SG, 2020. Channel estimation for intelligent reflecting surface assisted multiuser communications: framework, algorithms, and analysis. IEEE Trans Wirel Commun, 19(10):6607-6620.
[33]Weinberger K, Ahmad AA, Sezgin A, et al., 2022. Synergistic benefits in IRS- and RS-enabled C-RAN with energy-efficient clustering. IEEE Trans Wirel Commun, 21(10):8459-8475.
[34]Wu QQ, Zhang R, 2020. Towards smart and reconfigurable environment: intelligent reflecting surface aided wireless network. IEEE Commun Mag, 58(1):106-112.
[35]Wu QQ, Zhang SW, Zheng BX, et al., 2021. Intelligent reflecting surface-aided wireless communications: a tutorial. IEEE Trans Commun, 69(5):3313-3351.
[36]Xia HY, Mao YJ, Zhou XK, et al., 2024. Weighted sum-rate maximization of rate-splitting multiple access with confidential messages. IEEE Trans Wirel Commun, 23(10):13738-13751.
[37]Xu CC, Clerckx B, Chen SW, et al., 2021. Rate-splitting multiple access for multi-antenna joint radar and communications. IEEE J Sel Top Signal Process, 15(6):1332-1347.
[38]Yan WJ, Yuan XJ, He ZQ, et al., 2020. Passive beamforming and information transfer design for reconfigurable intelligent surfaces aided multiuser MIMO systems. IEEE J Sel Areas Commun, 38(8):1793-1808.
[39]Yang ZH, Shi JF, Li ZY, et al., 2020. Energy efficient rate splitting multiple access (RSMA) with reconfigurable intelligent surface. Proc IEEE Int Conf on Communications Workshops, p.1-6.
[40]Zhang J, Kountouris M, Andrews JG, et al., 2011. Multi-mode transmission for the MIMO broadcast channel with imperfect channel state information. IEEE Trans Commun, 59(3):803-814.
[41]Zhang YP, You CS, Zheng BX, 2023. Multi-active multi-passive (MAMP)-IRS aided wireless communication: a multi-hop beam routing design. IEEE J Sel Areas Commun, 41(8):2497-2513.
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