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This paper presents a literature review on recent applications and design aspects of the intelligent reflecting surface (IRS) in the future wireless networks.
1907
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1911
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1911
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1911
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1912
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2002
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Kihun Chang, Sang il Kwak, and Young Joong Yoon, “Equivalent circuit modeling of active frequency selective surfaces,” in proc. IEEE Radio Wireless Sym. , Jan. 2008, pp. 663–666
2008
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2010
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2011
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2011
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2011
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L. Subrt and P. Pechac, “Controlling propagation environments using intelligent walls,” in proc. European Conf. Antennas Propag. (EUCAP) , Mar. 2012
2012
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L. Subrt and P. Pechac, “Intelligent walls as autonomous parts of smart indoor environments,” IET Commun. , vol. 6, no. 8, pp. 1004–1010, May 2012
2012
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C. L. Holloway, E. F. Kuester, J. A. Gordon, J. O’Hara, J. Booth, and D. R. Smith, “An overview of the theory and applications of metasurfaces: The two-dimensional equivalents of metamaterials,” IEEE Antennas Propag. Mag. , vol. 54, no. 2, pp. 10–35, Apr. 2012
2012
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2012
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J. Y. Lau and S. V. Hum, “Reconfigurable transmitarray design approaches for beamforming applications,” IEEE Trans. Antennas Propag. , vol. 60, no. 12, pp. 5679–5689, Dec. 2012
2012
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J. Zhao, Q. Cheng, J. Chen, M. Q. Qi, W. X. Jiang, and T. J. Cui, “A tunable metamaterial absorber using varactor diodes,” New Journal of Physics , vol. 15, no. 4, Apr. 2013
2013
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A. Pors and S. I. Bozhevolnyi, “Plasmonic metasurfaces for efficient phase control in reflection,” Optics Express , vol. 21, no. 22, pp. 27 438–27 451, 2013
2013
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2013
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T. Nakanishi, T. Otani, Y. Tamayama, and M. Kitano, “Storage of electromagnetic waves in a metamaterial that mimics electromagnetically induced transparency,” Physical Review B , vol. 87, no. 16, Apr 2013
2013
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N. Kaina, M. Dupre, G. Lerosey, and M. Fink, “Shaping complex microwave fields in reverberating media with binary tunable metasurfaces,” Scientific Reports , vol. 4, no. 6693, 10 2014
2014
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N. Kaina, M. Dupré, M. Fink, and G. Lerosey, “Hybridized resonances to design tunable binary phase metasurface unit cells,” Optics Express , vol. 22, no. 16, pp. 18 881–1888, 2014
2014
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A. S. da Silva, F. Monticone, G. Castaldi, V. Galdi, A. Alú, and N. Engheta, “Performing mathematical operations with metamaterials,” Science , vol. 343, pp. 160–163, 2014
2014
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T. Bai, R. Vaze, and R. W. H. Jr., “Analysis of blockage effects on urban cellular networks,” IEEE Trans. Wireless Commun. , vol. 13, no. 9, pp. 5070–5083, Sep. 2014
2014
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N. Bonod, “Large-scale dielectric metasurfaces,” Nature Materials , vol. 14, pp. 664–665, Jun. 2015
2015
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K. Achouri, M. A. Salem, and C. Caloz, “General metasurface synthesis based on susceptibility tensors,” IEEE Trans. Antennas Propag. , vol. 63, no. 7, pp. 2977–2991, Jul. 2015
2015
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C. Liaskos, A. Tsioliaridou, A. Pitsillides, I. F. Akyildiz, N. V. Kantartzis, A. X. Lalas, X. Dimitropoulos, S. Ioannidis, M. Kafesaki, and C. M. Soukoulis, “Design and development of software defined metamaterials for nanonetworks,” IEEE Circuits Syst. Mag. , vol. 15, no. 4, pp. 12–25, Fourthquarter 2015
2015
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D. S. Dong, J. Yang, Q. Cheng, J. Zhao, L. H. Gao, S. J. Ma, S. Liu, H. B. Chen, Q. He, W. W. Liu, Z. Fang, L. Zhou, and T. J. Cui, “Terahertz broadband low-reflection metasurface by controlling phase distributions,” Advanced Optical Materials , vol. 3, no. 10, pp. 1405–1410, 2015
2015
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L. Hsu, T. Lepetit, and B. Kanté, “Extremely thin dielectric metasurface for carpet cloaking,” Progress In Electromagnetics Research , vol. 152, pp. 33–40, 2015
2015
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D. Muirhead, M. A. Imran, and K. Arshad, “A survey of the challenges, opportunities and use of multiple antennas in current and future 5G small cell base stations,” IEEE Access , vol. 4, pp. 2952–2964, May 2016
2016
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H. A. U. Mustafa, M. A. Imran, M. Z. Shakir, A. Imran, and R. Tafazolli, “Separation framework: An enabler for cooperative and D2D communication for future 5G networks,” IEEE Commun. Surv. Tut. , vol. 18, no. 1, pp. 419–445, Firstquarter 2016
2016
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M. Kamel, W. Hamouda, and A. Youssef, “Ultra-dense networks: A survey,” IEEE Commun. Surv. Tut. , vol. 18, no. 4, pp. 2522–2545, Fourthquarter 2016
2016
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H.-T. Chen, A. J. Taylor, and N. Yu, “A review of metasurfaces: physics and applications,” Reports on Progress in Physics , vol. 79, no. 7, Jun. 2016
2016
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H. Yang, X. Cao, F. Yang, J. Gao, S. Xu, M. Li, X. Chen, Y. Zhao, Y. Zheng, and L. Sijia, “A programmable metasurface with dynamic polarization, scattering and focusing control,” Scientific Reports , vol. 6, no. 35692, Oct. 2016
2016
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H. K. Kim, D. Lee, and S. Lim, “Frequency-tunable metamaterial absorber using a varactor-loaded fishnet-like resonator,” Applied Optics , vol. 55, no. 15, pp. 4113–4118, May 2016
2016
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2016
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E. Basar, “Index modulation techniques for 5G wireless networks,” IEEE Commun. Mag. , vol. 54, no. 7, pp. 168–175, Jul. 2016
2016
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N. Dabidian, S. Dutta-Gupta, I. N. Kholmanov, K. Lai, F. Lu, J. Lee, M. Jin, S. T. Trendafilov, A. B. Khanikaev, B. Fallahazad, E. Tutuc, M. Belkin, and G. Shvets, “Experimental demonstration of phase modulation and motion sensing using graphene-integrated metasurfaces.” Nano Letters , vol. 16, pp. 3607–3615, 2016
2016
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X. Tan, Z. Sun, J. M. Jornet, and D. Pados, “Increasing indoor spectrum sharing capacity using smart reflect-array,” in proc. IEEE ICC , May 2016
2016
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S. Zhang, Q. Wu, S. Xu, and G. Y. Li, “Fundamental green tradeoffs: Progresses, challenges, and impacts on 5G networks,” IEEE Commun. Surv. Tut. , vol. 19, no. 1, pp. 33–56, Firstquarter 2017
2017
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A. Welkie, L. Shangguan, J. Gummeson, W. Hu, and K. Jamieson, “Programmable radio environments for smart spaces,” in proc. ACM Workshop on Hot Topics in Networks (HotNets) . New York, NY, USA: ACM, 11 2017, pp. 36–42
2017
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S. Abadal, C. Liaskos, A. Tsioliaridou, S. Ioannidis, A. Pitsillides, J. Solé-Pareta, E. Alarcón, and A. Cabellos-Aparicio, “Computing and communications for the software-defined metamaterial paradigm: A context analysis,” IEEE Access , vol. 5, pp. 6225–6235, 2017
2017
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A. Díaz-Rubio, V. Asadchy, A. Elsakka, and S. Tretyakov, “Metasurfaces for perfect control of reflection,” in proc. IEEE Int. Workshop Antenna Technology: Small Antennas, Innovative Structures, and Applications (iWAT) , Mar. 2017, pp. 3–5
2017
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2017
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2017
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2017
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2017
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2017
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2017
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2017
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2017
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2018
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2019
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2019
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Q. Zhang, W. Saad, and M. Bennis, “Reflections in the sky: Millimeter wave communication with UAV-carried intelligent reflectors,” in proc. IEEE GLOBECOM , Dec. 2019
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2019
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2020
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2020
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2020
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C. Guo, Y. Cui, F. Yang, and L. Ding, “Outage probability analysis and minimization in intelligent reflecting surface-assisted MISO systems,” IEEE Commun. Lett. , pp. 1–1, 2020
2020
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V. C. Thirumavalavan and T. S. Jayaraman, “BER analysis of reconfigurable intelligent surface assisted downlink power domain NOMA system,” in proc. IEEE Int. Conf. COmmun. Syst. Netw. (COMSNETS) , Jan. 2020, pp. 519–522
2020
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M. Jung, W. Saad, M. Debbah, and C. S. Hong, “Asymptotic optimality of reconfigurable intelligent surfaces: Passive beamforming and achievable rate,” in proc. IEEE ICC , Jun. 2020
2020
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Özgecan Özdogan, E. Björnson, and E. G. Larsson, “Using intelligent reflecting surfaces for rank improvement in MIMO communications,” in proc. IEEE ICASSP , May 2020
2020
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J. Lyu and R. Zhang, “Spatial throughput characterization for intelligent reflecting surface aided multiuser system,” IEEE Wireless Commun. Lett. , pp. 1–1, Feb. 2020
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S. Zhang and R. Zhang, “Intelligent reflecting surface aided multiple access: capacity region and deployment strategy,” in proc. IEEE Int. Workshop Signal Process. Adv. Wireless Commun. (SPAWC) , Feb. 2020
2020
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M. Jung, W. Saad, Y. Jang, G. Kong, and S. Choi, “Performance analysis of large intelligent surfaces (LISs): Asymptotic data rate and channel hardening effects,” IEEE Trans. Wireless Commun. , 2020
2020
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E. Basar, “Reconfigurable intelligent surface-based index modulation: A new beyond MIMO paradigm for 6G,” IEEE Trans. Commun. , pp. 1–1, 2020
2020
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X. Guan, Q. Wu, and R. Zhang, “Joint power control and passive beamforming in IRS-assisted spectrum sharing,” IEEE Commun. Lett. , pp. 1–1, Mar. 2020
2020
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S. Zhang and R. Zhang, “Capacity characterization for intelligent reflecting surface aided MIMO communication,” IEEE J. Sel. Area. Commun. , 2020
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K. Ying, Z. Gao, S. Lyu, Y. Wu, H. Wang, and M. Alouini, “GMD-based hybrid beamforming for large reconfigurable intelligent surface assisted millimeter-wave massive MIMO,” IEEE Access , vol. 8, pp. 19 530–19 539, 2020
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C. Guo, Z. Lu, Z. Guo, F. Yang, and L. Ding, “Maximum ergodic capacity of intelligent reflecting surface assisted MIMO wireless communication system,” in proc. Int. Conf. Commun. Network. China . Springer International Publishing, Feb. 2020, pp. 331–343
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B. Ning, Z. Chen, W. Chen, and J. Fang, “Beamforming optimization for intelligent reflecting surface assisted mimo: A sum-path-gain maximization approach,” IEEE Wireless Commun. Lett. , pp. 1–1, 2020
2020
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Y. Zhang, C. Zhong, Z. Zhang, and W. Lu, “Sum rate optimization for two way communications with intelligent reflecting surface,” IEEE Commun. Lett. , pp. 1–1, Mar. 2020
2020
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S. Abeywickrama, R. Zhang, and C. Yuen, “Intelligent reflecting surface: Practical phase shift model and beamforming optimization,” IEEE Trans. Commun. , 2020
2020
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C. You, B. Zheng, and R. Zhang, “Progressive channel estimation and passive beamforming for intelligent reflecting surface with discrete phase shifts,” to appear in IEEE J. Sel. Area. Commun. , 2020
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Y. Yang, B. Zheng, S. Zhang, and R. Zhang, “Intelligent reflecting surface meets OFDM: Protocol design and rate maximization,” IEEE Trans. Commun. , 2020
2020
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M. Badiu and J. P. Coon, “Communication through a large reflecting surface with phase errors,” IEEE Wireless Commun. Lett. , vol. 9, no. 2, pp. 184–188, Feb. 2020
2020
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Y. Gao, C. Yong, Z. Xiong, D. Niyato, Y. Xiao, and J. Zhao, “Reconfigurable intelligent surface for MISO systems with proportional rate constraints,” in proc. IEEE ICC , Jun. 2020, pp. 1–6
2020
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H. Guo, Y. Liang, J. Chen, and E. G. Larsson, “Weighted sum-rate maximization for reconfigurable intelligent surface aided wireless networks,” IEEE Trans. Wireless Commun. , vol. 19, no. 5, pp. 3064–3076, Feb. 2020
2020
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M. M. Zhao, Q. Wu, M. J. Zhao, and R. Zhang, “Intelligent reflecting surface enhanced wireless network: two-timescale beamforming optimization,” IEEE Trans. Wireless Commun. , 2020
2020
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Z. Ding and H. V. Poor, “A simple design of IRS-NOMA transmission,” IEEE Commun. Lett. , pp. 1–1, Feb. 2020
2020
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G. Yang, X. Xu, and Y.-C. Liang, “Intelligent reflecting surface assisted non-orthogonal multiple access,” in proc. IEEE WCNC , Apr. 2020
2020
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H. Xie, J. Xu, and Y.-F. Liu, “Max-min fairness in IRS-aided multi-cell MISO systems via joint transmit and reflective beamforming,” in proc. IEEE ICC , Jun. 2020
2020
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B. Di, H. Zhang, L. Song, Y. Li, and Z. Han, “Practical hybrid beamforming with finite-resolution phase shifters for reconfigurable intelligent surface based multi-user communications,” IEEE Trans. Veh. Techn. , Feb. 2020
2020
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Y. Yang, S. Zhang, and R. Zhang, “IRS-enhanced OFDMA: Joint resource allocation and passive beamforming optimization,” IEEE Wireless Commun. Lett. , pp. 1–1, 2020
2020
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H. Han, J. Zhao, D. Niyato, M. D. Renzo, and Q.-V. Pham, “Intelligent reflecting surface aided network: Power control for physical-layer broadcasting,” in proc. IEEE ICC , Jun. 2020
2020
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B. Zheng, Q. Wu, and R. Zhang, “Intelligent reflecting surface-assisted multiple access with user pairing: NOMA or OMA?” IEEE Commun. Lett. , pp. 1–1, Jan. 2020
2020
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E. Björnson, Ö. Özdogan, and E. G. Larsson, “Intelligent reflecting surface versus decode-and-forward: How large surfaces are needed to beat relaying?” IEEE Wireless Commun. Lett. , vol. 9, pp. 244–248, Feb. 2020
2020
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Q. Wu and R. Zhang, “Beamforming optimization for wireless network aided by intelligent reflecting surface with discrete phase shifts,” IEEE Trans. Commun. , vol. 68, no. 3, pp. 1838–1851, Dec. 2020
2020
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Y. Zou, S. Gong, J. Xu, W. Cheng, D. T. Hoang, and D. Niyato, “Joint energy beamforming and optimization for intelligent reflecting surface enhanced communications,” in proc. IEEE WCNC Workshops , Apr. 2020, pp. 1–6
2020
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L. Dong and H. Wang, “Secure MIMO transmission via intelligent reflecting surface,” IEEE Wireless Commun. Lett. , pp. 1–1, Jan. 2020
2020
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Z. Chu, W. Hao, P. Xiao, and J. Shi, “Intelligent reflecting surface aided multi-antenna secure transmission,” IEEE Wireless Commun. Lett. , vol. 9, no. 1, pp. 108–112, Jan. 2020
2020
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X. Guan, Q. Wu, and R. Zhang, “Intelligent reflecting surface assisted secrecy communication: is artificial noise helpful or not?” IEEE Wireless Commun. Lett. , Jan. 2020
2020
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X. Lu, E. Hossain, T. Shafique, S. Feng, H. Jiang, and D. Niyato, “Intelligent reflecting surface (IRS)-enabled covert communications in wireless networks,” to appear in IEEE Network , 2020
2020
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J. Gao, C. Zhong, X. Chen, H. Lin, and Z. Zhang, “Unsupervised learning for passive beamforming,” IEEE Commun. Lett. , pp. 1–1, Jan. 2020
2020
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K. Feng, Q. Wang, X. Li, and C. Wen, “Deep reinforcement learning based intelligent reflecting surface optimization for MISO communication systems,” IEEE Wireless Commun. Lett. , pp. 1–1, Jan. 2020
2020
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Y. Tang, G. Ma, H. Xie, J. Xu, and X. Han, “Joint transmit and reflective beamforming design for IRS-assisted multiuser MISO SWIPT systems,” in proc. IEEE ICC , Jun. 2020
2020
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C. Pan, H. Ren, K. Wang, M. Elkashlan, A. Nallanathan, J. Wang, and L. H. Hanzo, “Intelligent reflecting surface aided MIMO broadcasting for simultaneous wireless information and power transfer,” to appear in IEEE J. Sel. Area. Commun. , 2020
2020
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Y. Zheng, S. Bi, Y. J. Zhang, Z. Quan, and H. Wang, “Intelligent reflecting surface enhanced user cooperation in wireless powered communication networks,” IEEE Wireless Commun. Lett. , pp. 1–1, Feb. 2020
2020
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B. Lyu, D. T. Hoang, S. Gong, and Z. Yang, “Intelligent reflecting surface assisted wireless powered communication networks,” in proc. IEEE WCNC Workshops , Apr. 2020, pp. 1–7
2020
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Q. Wu and R. Zhang, “Joint active and passive beamforming optimization for intelligent reflecting surface assisted SWIPT under QoS constraints,” to appear in IEEE J. Sel. Area. Commun. , 2020
2020
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S. Li, B. Duo, X. Yuan, Y. Liang, and M. Di Renzo, “Reconfigurable intelligent surface assisted UAV communication: Joint trajectory design and passive beamforming,” IEEE Wireless Commun. Lett. , pp. 1–1, 2020
2020
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T. L. Jensen and E. D. Carvalho, “An optimal channel estimation scheme for intelligent reflecting surfaces based on a minimum variance unbiased estimator,” in proc. IEEE ICASSP , May 2020
2020
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Z. Wang, L. Liu, and S. Cui, “Channel estimation for intelligent reflecting surface assisted multiuser communications,” in proc. IEEE WCNC , Apr. 2020
2020
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S. Xia and Y. Shi, “Intelligent reflecting surface for massive device connectivity: Joint activity detection and channel estimation,” in proc. IEEE ICASSP , May 2020
2020
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B. Zheng, C. You, and R. Zhang, “Intelligent reflecting surface assisted multi-user OFDMA: channel estimation and training design,” to appear in IEEE Trans. Wireless Commun. , 2020
2020
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Z. He and X. Yuan, “Cascaded channel estimation for large intelligent metasurface assisted massive MIMO,” IEEE Wireless Communications Letters , vol. 9, no. 2, pp. 210–214, Feb. 2020
2020
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S. Foo, “Liquid-crystal reconfigurable metasurface reflectors,” in proc. IEEE Int. Sym. Antennas Propag. USNC/URSI National Radio Science Meeting , Jul. 2017, pp. 2069–2070
2070
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