Abstract
This article evaluates performance metrics in terms of outage probability (OP), throughput, and energy efficiency (EE) of the reconfigurable intelligent surface (RIS) assisted full-duplex (FD) wireless communication systems under the joint and separate effects of imperfect conditions such as residual transceiver hardware impairments (RTHIs) and residual self-interferences (SIs). More specifically, we derive the exact formulas of OP, throughput, and EE of the RSI-aided-FD systems with the joint effects of RTHIs and residual SIs. From the obtained expressions, it is easy to formulate the formulas of the relevant systems such as RIS-aided-FD systems without RTHIs and RIS-aided-half-duplex (HD) systems without and with RTHIs. Numerical illustrations clarify the huge impacts of RTHIs and residual SIs on the OP, throughput, and EE of the RIS-aided-FD systems, especially in the high data rate. In this situation, utilizing a large number of reflecting elements (REs) can dramatically enhance the OP, throughput, and EE performance of the RIS-aided-FD systems with RTHIs and residual SIs. Finally, the derived formulas are validated by using Monte-Carlo simulations.
Access this article
We’re sorry, something doesn't seem to be working properly.
Please try refreshing the page. If that doesn't work, please contact support so we can address the problem.
Similar content being viewed by others
Notes
In the case that the optimal number of REs could not be found in the RIS-aided wireless systems, the large size of RIS is required to achieve better performance than the DF relaying wireless systems [4, 8]. However, a large size of RIS can introduce the interference, especially in the RIS-aided multiuser systems [9]. In this circumstance, other optimization methods such as beamforming, deep reinforcement learning, and machine learning should be utilized to significantly enhance the performance of the RIS-aided wireless systems [9, 10].
It is worth noticing that the building wall can be considered as a large reflecting aperture that can scatter and reflect the radio frequency signal randomly. Thus, the classical SI induced by scattering and reflecting via the building walls and the other objects (trees, factories,..) is often aggregated in only one term [20,21,22,23,24]. Meanwhile, the SI induced by advanced RIS has a strong power, thus, it is often defined as a separate term [2, 11]. In other words, the magnitudes of reflecting signals from RIS are greatly higher than those from the building/factory walls due to the features of RIS [3].
It is better to note that the RIS-ITH-FD, RIS-RTHI-HD, and RIS-ITH-HD systems are, respectively, the RIS-aided FD systems with ideal transceiver hardware (ITH), the RIS-aided HD systems with RTHIs, and the RIS-aided HD systems with ITH.
In this paper, we focus on the performance analysis of the RIS-RTHI-FD systems by mathematically deriving the OP, throughput, and EE expressions under the impacts of combined imperfect conditions. Thus, we normalize several parameters such as radio parameters and frequency. Notice that the normalizations were widely utilized in the previous works [1,2,3, 6, 11, 18, 31, 32].
In other words, the symmetric model is determined in this section for ease in observation. However, by using derived formulas, we can investigate the performance of the RIS-RTHI-FD systems with the asymmetric model.
References
Nguyen, B. C., Hoang, T. M., Dung, L. T., & Kim, T. (2021). On performance of two-way full-duplex communication system with reconfigurable intelligent surface. IEEE Access, 9, 81274–81285.
Atapattu, S., Fan, R., Dharmawansa, P., Wang, G., Evans, J. S., & Tsiftsis, T. A. (2020). Reconfigurable intelligent surface assisted two-way communications: Performance analysis and optimization. IEEE Transactions on Communications, 68(10), 6552–6567.
Basar, E., Renzo, M. D., de Rosny, J., Debbah, M., Alouini, M., & Zhang, R. (2019). Wireless communications through reconfigurable intelligent surfaces. IEEE Access, 7, 116753–116773.
Björnson, E., Özdogan, Ö., & Larsson, E. G. (2020). Intelligent reflecting surface versus decode-and-forward: How large surfaces are needed to beat relaying? IEEE Wireless Communications Letters, 9(2), 244–248.
Nguyen, T. N., Thang, N. N., Nguyen, B. C., Hoang, T. M., & Tran, P. T. (2022). Intelligent-reflecting-surface-aided bidirectional full-duplex communication system with imperfect self-interference cancellation and hardware impairments. IEEE Systems Journal, 17(1), 1352–1362.
Boulogeorgos, A. A., & Alexiou, A. (2020). Performance analysis of reconfigurable intelligent surface-assisted wireless systems and comparison with relaying. IEEE Access, 8, 94463–94483.
Duong, T. Q., Nguyen, L. D., Narottama, B., Ansere, J. A., Van Huynh, D., & Shin, H. (2022) “Quantum-inspired real-time optimisation for 6g networks: Opportunities, challenges, and the road ahead,” IEEE Open Journal of the Communications Society
Ye, J., Kammoun, A., & Alouini, M. (2021). Spatially-distributed RISs vs relay-assisted systems: a fair comparison. IEEE Open Journal of the Communications Society, 2, 799–817.
Nguyen, T., Truong, T. P., Nguyen, T. M. T., Noh, W., & Cho, S. (2022). Achievable rate analysis of two-hop interference channel with coordinated IRS relay. IEEE Transactions on Wireless Communications, 21(9), 7055–7071.
Nguyen, K. K., Masaracchia, A., Sharma, V., Poor, H. V., & Duong, T. Q. (2022). RIS-assisted UAV communications for IoT with wireless power transfer using deep reinforcement learning. IEEE Journal of Selected Topics in Signal Processing, 16(5), 1086–1096.
Sharma, P. K., & Garg, P. (2021). Intelligent reflecting surfaces to achieve the full-duplex wireless communication. IEEE Communications Letters, 25(2), 622–626.
Nguyen, B. C., Hoang, T. M., Tran, P. T., Nguyen, T. N., Phan, V., Vu, M. B., & Voznák, M. (2021). Cooperative communications for improving the performance of bidirectional full-duplex system with multiple reconfigurable intelligent surfaces. IEEE Access, 9, 134733–134742.
Yang, Z., Huang, C., Shi, J., Yuen, C., Xu, W., Zhang, Z., & Shikh-Bahaei, M. (2021) “Optimal control for full-duplex communications with reconfigurable intelligent surface,” in -IEEE International Conference on Communications IEEE, pp. 1–6.
Peng, Z., Zhang, Z., Pan, C., Li, L., & Swindlehurst, A. L. (2021). Multiuser full-duplex two-way communications via intelligent reflecting surface. IEEE Transactions on Signal Processing, 69, 837–851.
Nguyen, T., Truong, T. P., Nguyen, T. M. T., Noh, W., & Cho, S. (2022). Achievable rate analysis of two-hop interference channel with coordinated IRS relay. IEEE Transactions on Wireless Communications, 21(9), 7055–7071.
Boulogeorgos, A. A., & Alexiou, A. (2020). How much do hardware imperfections affect the performance of reconfigurable intelligent surface-assisted systems? IEEE Open Journal of the Communications Society, 1, 1185–1195.
Shaikh, M. H. N., Bohara, V. A., Srivastava, A., & Ghatak, G. (2021). Performance analysis of intelligent reflecting surface-assisted wireless system with non-ideal transceiver. IEEE Open Journal of the Communications Society, 2, 671–686.
Björnson, E., Matthaiou, M., & Debbah, M. (2013). A new look at dual-hop relaying: Performance limits with hardware impairments. IEEE Transactions on Communications, 61(11), 4512–4525.
Mach, P., & Becvar, Z. (2022). Device-to-device relaying: Optimization, performance perspectives, and open challenges towards 6G networks. IEEE Communications Surveys and Tutorials, 24(3), 1336–1393.
Bharadia, D., McMilin, E., Katti, S., & “Full duplex radios,” in ACM SIGCOMM,. (2013). Conference, SIGCOMM’13, Hong Kong, China, August 12–16, 2013, D. M. Chiu, J. Wang, P. Barford, and S. Seshan. Eds. ACM, 2013, 375–386.
Ahmed, E., & Eltawil, A. M. (2015). All-digital self-interference cancellation technique for full-duplex systems. EEE Transactions on Wireless Communications, 14(7), 3519–3532.
Nguyen, B. C., Tran, X. N., Tran, D. T., Pham, X. N., & Dung, L. T. (2020). Impact of hardware impairments on the outage probability and ergodic capacity of one-way and two-way full-duplex relaying systems. IEEE Transactions on Vehicular Technology, 69(8), 8555–8567.
Sabharwal, A., Schniter, P., Guo, D., Bliss, D. W., Rangarajan, S., & Wichman, R. (2014). In-band full-duplex wireless: Challenges and opportunities. IEEE Journal on selected Areas in Communications, 32(9), 1637–1652.
Li, C., Chen, Z., Wang, Y., Yao, Y., & Xia, B. (2017). Outage analysis of the full-duplex decode-and-forward two-way relay system. IEEE Transactions on Vehicular Technology, 66(5), 4073–4086.
Nguyen, B. C., Tran, X. N., & Tran, D. T. (2022). Performance analysis of full-duplex decode-and-forward two-way relay networks with transceiver impairments. Annals of Telecommunications, 77(3–4), 187–200.
Cuong, N. L., Hoang, T. M., Phuong, N. T., & Hiep, P. T. (2022). Analysis of secrecy outage performance for full duplex NOMA relay systems with appearance of multiple eavesdroppers. Wireless Networks, 28(7), 3157–3172.
Primak, S., Kontorovich, V., & Lyandres, V. (2005). Stochastic methods and their applications to communications: stochastic differential equations approach. John Wiley and Sons.
Elhattab, M. K., Arfaoui, M. A., Assi, C., & Ghrayeb, A. (2021). Reconfigurable intelligent surface assisted coordinated multipoint in downlink NOMA networks. IEEE Communications Letters, 25(2), 632–636.
Jeffrey, A., & Zwillinger, D. (2007). Table of integrals, series, and products. Academic press.
Choi, J. (2017). Joint rate and power allocation for NOMA with statistical CSI. IEEE Transactions on Communications, 65(10), 4519–4528.
Björnson, E., & Sanguinetti, L. (2020). Rayleigh fading modeling and channel hardening for reconfigurable intelligent surfaces. IEEE Wireless Communications Letters, 10(4), 830–834.
Si, Q., Jin, M., Chen, Y., Zhao, N., & Wang, X. (2020). Performance analysis of spatial modulation aided NOMA with full-duplex relay. IEEE Transactions on Vehicular Technology, 69(5), 5683–5687.
Author information
Authors and Affiliations
Corresponding authors
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Nguyen, T.N., Vinh, N.V., Nguyen, B.C. et al. On performance of RIS-aided bidirectional full-duplex systems with combining of imperfect conditions. Wireless Netw 30, 649–660 (2024). https://doi.org/10.1007/s11276-023-03490-7
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11276-023-03490-7