Abstract
The bandwidth limitation is an arduous challenge to deploy the large-scale Internet of Things (IoTs) beyond fifth-generation (B5G) communication networks. Although the millimeter wave (mmWave) technology can provide greater bandwidth at the cost of complex processors in harsh environments, it can be a solution to establish large-scale IoTs. Still, its cost and power requirements become obstacles to widespread adoption. In this context, Reconfigurable Intelligent Surfaces (RISs) can be a crucial technology to meet this challenge. In this paper, we study the B5G RIS-assisted MIMO simultaneous wireless-information and power-transfer (SWIPT) mmWave large-scale IoTs, where active BS transmitted beamformer and passive RIS reflection vector are jointly optimized to maximize the minimum signal-to-interference-plus-noise-ratio (SINR) of all the information decoders (ID) and the minimum harvested power of all the energy receivers (ER) is maintained. The simulation result demonstrates the effectiveness of the proposed system.
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Data Availability
The datasets generated during and/or analysed during the current study are available from the corresponding author on reasonable request.
Bibliography
Buzzi, S., Chih-Lin, I., Klein, T. E., Poor, H. V., Yang, C., & Zappone, A. (2016). A survey of energy-efficient techniques for 5G networks and challenges ahead. IEEE Journal on Selected Areas in Communications, 34(4), 697–709.
Sahoo, B. P. S., Chou, C., Weng, C., & Wei, H. (2019). Enabling millimeterwave 5G networks for massive IoT applications: A closer look at the issues impacting millimeter-waves in consumer devices under the 5G framework. IEEE Consumer Electronics Magazine, 8(1), 49–54.
Kolawole, O. Y., Biswas, S., Singh, K., & Ratnarajah, T. (2020). Transceiver design for energy-efficiency maximization in mmWave MIMO IoT networks. IEEE Transactions on Green Communications and Networking, 4(1), 109–123.
di Renzo, M., et al. (2020). Smart radio environments empowered by reconfigurable intelligent surfaces: How it works, state of research, and road ahead. [Online]. Available: https://arxiv.org/abs/2004.09352
Renzo, M. D., Debbah, M., Phan-Huy, D. T., et al. (2019). Smart radio environments empowered by reconfigurable AI metasurfaces: An idea whose time has come. Eurasip Journal on Wireless Communications and Networking, 129.
Mursia, P., Sciancalepore, V., Garcia-Saavedra, A., Cottatellucci, L., Pérez, X. C., & Gesbert, D. (2021). RISMA: reconfigurable intelligent surfaces enabling beamforming for IoT massive access. IEEE Journal on Selected Areas in Communications, 39(4), 1072–1085.
Tan, X., Sun, Z., Jornet, J. M., & Pados, D. (2016, May). Increasing indoor spectrum sharing capacity using smart reflect-array. In Proceedings of the IEEE international conference on communications (ICC), Kuala Lumpur, Malaysia.
Li, Y., Jiang, M., Zhang, Q., & Qin, J. (2021). Joint beamforming design in multi-cluster MISO NOMA reconfigurable intelligent surface-aided downlink communication networks. IEEE Transactions on Communications, 69(1), 664–674.
Basar, E., Di Renzo, M., De Rosny, J., Debbah, M., Alouini, M., & Zhang, R. (2019). Wireless communications through reconfigurable intelligent surfaces. IEEE Access, 7, 116753–116773.
Basar, E. (2019, June). Transmission through large intelligent surfaces: A new frontier in wireless communications. In Proceedings of the IEEE European conference on networks and communications (EuCNC), Valencia, Spain.
Özdogan, Ö., Björnson, E., & Larsson, E. G. (2020). Intelligent reflecting surfaces: Physics, propagation, and pathloss modeling. IEEE Wireless Communications Letters, 9(5), 581–585.
Tang, W., Chen, M. Z., Chen, X., Dai, J. Y., Han, Y., Di Renzo, M., et al. (2021). Wireless communications with reconfigurable intelligent surface: Path loss modeling and experimental measurement. IEEE Transactions on Wireless Communications, 20(1), 421–439.
Hu, S., Rusek, F., & Edfors, O. (2018). Beyond massive MIMO: The potential of positioning with large intelligent surfaces. IEEE Transactions on Signal Processing, 66(7), 1761–1774.
Zhang, S., & Zhang, R. (2020). Capacity characterization for intelligent reflecting surface aided MIMO communication. IEEE Journal on Selected Areas in Communications, 38(8), 1823–1838.
Cui, M., Zhang, G., & Zhang, R. (2019, December). Secure wireless communication via intelligent reflecting surface. In Proceedings of the IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, USA.
Yu, X., Xu, D., Sun, Y., Ng, D. W. K., & Schober, R. (2020). Robust and secure wireless communications via intelligent reflecting surfaces. IEEE Journal on Selected Areas in Communications, 38, 2637.
Fu, M., Zhou, Y., & Shi, Y. (2019). Intelligent reflecting surface for downlink non-orthogonal multiple access networks. In IEEE Globecom workshops (GC Wkshps) (pp. 1–6).
Jiang, T., & Shi, Y. (2019). Over-the-air computation via intelligent reflecting surfaces. In IEEE global communications conference (GLOBECOM) (pp. 1–6).
Huang, C., et al. (2018, December). Energy efficient multiuser MISO communication using low resolution large intelligent surfaces. In Proceedings of the IEEE Globecom workshops (GC WKSHPS), Abu Dhabi, United Arab Emirates.
Huang, C., Zappone, A., Alexandropoulos, G. C., Debbah, M., & Yuen, C. (2019). Reconfigurable intelligent surfaces for energy efficiency in wireless communication. IEEE Transactions on Wireless Communications, 18, 4157–4170.
Huang, C., et al. (2019). Holographic MIMO surfaces for 6G wireless networks: Opportunities, challenges, and trends. [Online]. Available: http://arxiv.org/abs/1911.12296
Ntontin, K., et al. (2019). Reconfigurable intelligent surfaces vs. relaying: differences, similarities, and performance comparison. [Online]. Available: http://arxiv.org/abs/1908.08747
Björnson, E., & Sanguinetti L. (2019). Demystifying the power scaling law of intelligent reflecting surfaces and metasurfaces. In IEEE 8th international workshop on computational advances in multi-sensor adaptive processing (CAMSAP).
Ntontin, K., Song, J., Renzo, M. D., & Member, S. (2019). Multi-antenna relaying and reconfigurable intelligent surfaces: Endto-End SNR and achievable rate. [Online]. Available: http://arxiv.org/abs/1908.07967
Björnson, E., Özdogan, Ö., & Larsson, E. G. (2019). Intelligent reflecting surface vs. decode-and-forward: How large surfaces are needed to beat relaying? [Online]. Available: http://arxiv.org/abs/1906.03949
Hu, J., Liang, Y.-C., & Pei, Y. (2021). Reconfigurable intelligent surface enhanced multiuser MISO symbiotic radio system. IEEE Transactions on Communications, 69(4), 2359–2371. https://doi.org/10.1109/TCOMM.2020.3047444
Lu, L., Li, G. Y., Swindlehurst, A. L., Ashikhmin, A., & Zhang, R. (2014). An overview of massive MIMO: Benefits and challenges. IEEE Journal on Selected Topics in Signal Processing, 8(5), 742–758.
Liu, H., Hu, F., Qu, S., et al. (2019). Multipoint wireless information and power transfer to maximize sum-throughput in WBAN with energy harvesting. IEEE Internet of Things Journal, 6(4), 7069–7078.
Varga, L. O., Romaniello, G., Vucinic, M., et al. (2015). Greennet: An energy-harvesting IP-enabled wireless sensor network. IEEE Internet Things Journal, 2(5), 412–426.
Yu, G., Chen, X., Zhong, C., et al. (2020). Design, analysis and optimization of a large intelligent reflecting surface aided B5G cellular Internet of Things. IEEE Internet Things Journal, 7, 8902.
Wu, Q., & Zhang, R. (2019). Towards smart and reconfigurable environment: Intelligent reflecting surface aided wireless network. IEEE Communications Magazine, 58(1), 106–112.
Wu, Q., & Zhang, R. (2019). Intelligent reflecting surface enhanced wireless network via joint active and passive beamforming. IEEE Transactions on Wireless Communications, 18(11), 5394–5409.
Gong, S., Yang, Z., Xing, C., An, J., & Hanzo, L. (2021). Beamforming optimization for intelligent reflecting surface aided SWIPT IoT networks relying on discrete phase shifts. IEEE Internet of Things Journal, 8(10), 8585–8602. https://doi.org/10.1109/JIOT.2020.3046929
Zhang, S., & Zhang, R. (2020). Capacity characterization for intelligent reflecting surface aided MIMO communication. IEEE Journal on Selected Areas in Communications, 38, 1823.
Pan, C., Ren, H., Wang, K., Xu, W., Elkashlan, M., Nallanathan, A., & Hanzo, L. (2019). Intelligent reflecting surface for multicell MIMO communications, arXiv preprint arXiv:1907.10864.
Yang, Y., Zheng, B., Zhang, S., & Zhang, R. (2020). Intelligent reflecting surface meets OFDM: Protocol design and rate maximization. IEEE Transactions on Communications, 68(7), 4522–4535.
Zheng, B., & Zhang, R. (2020). Intelligent reflecting surface-enhanced OFDM: Channel estimation and reflection optimization. IEEE Wireless Communications Letters, 9(4), 518–522.
He, Z. Q., & Yuan, X. (2020). Cascaded channel estimation for large intelligent metasurface assisted massive MIMO. IEEE Wireless Communications Letters, 9, 210.
You, C., Zheng, B., & Zhang, R. (2019). Progressive channel estimation and passive beamforming for intelligent reflecting surface with discrete phase shifts, arXiv preprint arXiv:1912.10646.
Lu, X., Wang, P., Niyato, D., Kim, D. I., & Han, Z. (2014). Wireless networks with RF energy harvesting: A contemporary survey. IEEE Commun. Surveys Tuts., 17(2), 757–789.
Huang, Y., Liu, M., & Liu, Y. (2018). Energy-efficient SWIPT in IoT distributed antenna systems. IEEE Internet of Things Journal, 5(4), 2646–2656.
Chae, S. H., Jeong, C., & Lim, S. H. (2018). Simultaneous wireless information and power transfer for Internet of Things sensor networks. IEEE Internet of Things Journal, 5(4), 2829–2843.
Wu, Q., & Zhang, R. (2020). Weighted sum power maximization for intelligent reflecting surface aided SWIPT. IEEE Wireless Communications Letters, 9(5), 586–590.
Tang, Y., Ma, G., Xie, H., Xu, J., & Han, X. (2019). Joint transmit and reflective beamforming design for IRS-assisted multiuser MISO SWIPT systems, arXiv preprint arXiv:1910.07156.
Wu, Q., & Zhang, R. (2019). Joint active and passive beamforming optimization for intelligent reflecting surface assisted SWIPT under QoS constraints, arXiv preprint arXiv:1910.06220.
Mu, X., Liu, Y., Guo, L., Lin, J., & Al-Dhahir, N. (2019). Exploiting intelligent reflecting surfaces in multi-antenna aided NOMA systems, arXiv preprint arXiv:1910.13636.
Zheng, B., Wu, Q., & Zhang, R. (2020). Intelligent reflecting surface-assisted multiple access with user pairing: NOMA or OMA? IEEE Communications Letters, 24(4), 753–757.
Guan, X., Wu, Q., & Zhang, R. (2020). Intelligent reflecting surface assisted secrecy communication: Is artificial noise helpful or not? IEEE Wireless Communications Letters, 9(6), 778–782.
Cui, M., Zhang, G., & Zhang, R. (2019). Secure wireless communication via intelligent reflecting surface. IEEE Wireless Commun. Lett., 8(5), 1410–1414.
Wu, Q., & Zhang, R. (2020). Beamforming optimization for wireless network aided by intelligent reflecting surface with discrete phase shifts. IEEE Transactions on Communications, 68(3), 1838–1851.
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All authors contributed to the study conception and design. The first draft of the manuscript was written by Fang-Biau Ueng and all authors commented on previous versions of the manuscript. All authors read and approved the final manuscript.
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Ueng, FB., Wang, HF. & Shen, HW. Re-configurable Intelligent Surfaces Assisted Simultaneous Wireless Information and Power Transfer. Wireless Pers Commun 133, 1963–1985 (2023). https://doi.org/10.1007/s11277-023-10837-y
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DOI: https://doi.org/10.1007/s11277-023-10837-y