طراحی سیستم مخابراتی تغذیهشده بیسیم با برداشتگر انرژی غیر خطی
محورهای موضوعی : مهندسی برق و کامپیوترمهرنوش میرحاج 1 , مریم مسجدی 2 , محمدفرزان صباحی 3 *
1 - موسسه صفاهان
2 - مؤسسه آموزشی صفاهان
3 - دانشگاه اصفهان
کلید واژه: برداشت انرژی, شبکههای مخابراتی تغذیهشده بیسیم, برداشتگر انرژی غیر خطی, جهتدهی پرتو انرژی, سیستم چندورودی- چندخروجی,
چکیده مقاله :
در این مقاله، یک شبکه مخابراتی تغذیهشده بیسیم چندکاربره در نظر گرفته شده که در آن کاربران و ایستگاه پایه ترکیبی به چند آنتن مجهز هستند. در فاز فروسو، ایستگاه پایه ترکیبی، سیگنال انرژی را برای کاربران ارسال کرده و در فاز فراسو، کاربران با استفاده از انرژی برداشتشده در فاز قبل، اطلاعات خود را با استفاده از فناوری دسترسی چندگانه فضایی به ایستگاه پایه ترکیبی ارسال میکنند. با در نظر گرفتن مدل عملی غیر خطی برای برداشتگر انرژی و با هدف بیشینهکردن مجموع نرخ، روشی بهینه را برای طراحی ماتریس پیشکدگذار انرژی، ماتریسهای پیشکدگذار اطلاعات کاربران و زمان اختصاصیافته به فاز فروسو و فراسو پیشنهاد میدهیم. به این منظور با استفاده از تغییر متغیرهای مناسب، مسئله را به صورت یک مسئله بهینهسازی محدب بازنویسی کرده و روشی برای حل آن ارائه میکنیم. نتایج شبیهسازی نشان میدهند که در شرایط عملی، با لحاظ رفتار غیر خطی برای برداشتگر در طراحی، انرژی ارسالی کاهش و مجموع نرخ افزایش مییابد.
In this paper, a wireless powered communication network (WPCN) is considered, in which the hybrid access point (HAP) and the users are equipped with multiple antennas.In the downlink phase, an energy HAP transfers the energy signal to the users and in the uplink phase, users apply the harvested energy to transfer their information to the HAP using spatial division multiple access (SDMA) technology. By considering the nonlinear behavior of energy harvester in system design and aiming to maximize the sum of the rates, we propose an optimal method for designing energy pre-coding matrices, user information pre-coding matrices, and time devoted to the downlink and uplink phases. For this purpose, we rewrite the problem as a convex optimization problem by appropriate change of variables and propose a method to solve it. The simulation results show that in practical scenarios, employing the nonlinear energy harvesting model in the system design could reduce the transmitted energy, increase and the sum rate of the users.
[1] T. A. Zewde and M. C. Gursoy, "Energy-efficient time allocation for wireless energy harvesting communication networks," in Proc. IEEE Globecom Workshops, 6 pp., Washington, DC, USA, 2-4 Dec. 2016.
[2] G. Yang, C. K. Ho, R. Zhang, and Y. L. Guan, "Throughput optimization for massive MIMO systems powered by wireless energy transfer," IEEE J. on Selected Areas in Communications, vol. 33, no. 8, pp. 1640-1650, Aug. 2015.
[3] M. Zheng, W. Liang, and H. Yu, "Utility-based resource allocation in wireless-powered communication networks," IEEE Systems J., vol. 12, no. 4, pp. 3881-3884, Dec. 2018.
[4] H. Kim, H. Lee, S. Jang, J. Moon, and I. Lee, "Maximization of minimum rate for wireless powered communication networks in interference channel," IEEE Communications Letters, vol. 22, no. 8, pp. 1648-1651, Aug. 2018.
[5] Z. Yang, W. Xu, Y. Pan, C. Pan, and M. Chen, "Optimal fairness-aware time and power allocation in wireless powered communication networks," IEEE Trans. on Communications, vol. 66, no. 7, pp. 3122-3135, Jul. 2018.
[6] X. Lu, P. Wang, D. Niyato, D. I. Kim, and Z. Han, "Wireless networks with RF energy harvesting: a contemporary survey," IEEE Communications Surveys & Tutorials, vol. 17, no. 2, pp. 757-789, Second Quarter. 2014.
[7] I. Ahmed, M. M. Butt, C. Psomas, A. Mohamed, I. Krikidis, and M. Guizani, "Survey on energy harvesting wireless communications: challenges and opportunities for radio resource allocation," Computer Networks, vol. 88, pp. 234-248, Sept. 2015.
[8] T. C. Rao and K. Geetha, "Categories, standards and recent trends in wireless power transfer: a survey," Indian J. of Science and Technology, vol. 9, no. 20, pp. 1-11, May 2016.
[9] S. Leng, D. W. K. Ng, N. Zlatanov, and R. Schober, "Multi-objective beamforming for energy-efficient SWIPT systems," in Proc. Int. Conf. on Computing, Networking and Communications, ICNC'16, 7 pp., Kauai, HI, USA, 15-18 Feb. 2016.
[10] H. Lee, K. J. Lee, H. Kim, B. Clerckx, and I. Lee, "Resource allocation techniques for wireless powered communication networks," in Proc. IEEE Int. Conf. on Communications, ICC'16, 6 pp., Kuala Lumpur, Malaysia, 22-27 May 2016.
[11] D. K. P. Asiedu, H. Lee, and K. J. Lee, "Transmit power minimization for a multi-hop SWIPT decode-and-forward sensor network," in Proc IEEE 90th Vehicular Technology Conf., VTC'19, 5 pp., Honolulu, HI, USA, 22-25 Sept. 2019.
[12] H. Ju and R. Zhang, "Throughput maximization in wireless powered communication networks," IEEE Trans. on Wireless Communications, vol. 13, no. 1, pp. 418-428, Jan. 2013.
[13] L. Liu, R. Zhang, and K. C. Chua, "Multi-antenna wireless powered communication with energy beamforming," IEEE Trans. on Communications, vol. 62, no. 12, pp. 4349-4361, Dec. 2014.
[14] X. Kang, C. K. Ho, and S. Sun, "Full-duplex wireless-powered communication network with energy causality," IEEE Trans. on Wireless Communications, vol. 14, no. 10, pp. 5539-5551, Oct. 2015.
[15] H. Ju and R. Zhang, "Optimal resource allocation in full-duplex wireless-powered communication network," IEEE Trans. on Communications, vol. 62, no. 10, pp. 3528-3540, Oct. 2014.
[16] Z. Hadzi-Velkov, I. Nikoloska, G. K. Karagiannidis, and T. Q. Duong, "Wireless networks with energy harvesting and power transfer: joint power and time allocation," IEEE Signal Processing Letters, vol. 23, no. 1, pp. 50-54, Jan. 2015.
[17] F. Zhao, L. Wei, and H. Chen, "Optimal time allocation for wireless information and power transfer in wireless powered communication systems," IEEE Trans. on Vehicular Technology, vol. 65, no. 3, pp. 1830-1835, Mar. 2015.
[18] E. Boshkovska, D. W. K. Ng, N. Zlatanov, A. Koelpin, and R. Schober, "Robust resource allocation for MIMO wireless powered communication networks based on a non-linear EH model," IEEE Trans. on Communications, vol. 65, no. 5, pp. 1984-1999, May 2017.
[19] D. K. P. Asiedu, S. Mahama, C. Song, D. Kim, and K. J. Lee, "Beamforming and resource allocation for multiuser full-duplex wireless-powered communications in IoT networks," IEEE Internet of Things J., vol. 7, no. 12, pp. 11355-11370, Dec. 2020.
[20] I. Hameed, P. V. Tuan, M. R. Camana, and I. Koo, "Optimal energy beamforming to minimize transmit power in a multi-antenna wireless powered communication network," Electronics, vol. 10, no. 4, pp. 2079-9292, 2021.
[21] P. Ramezani and A. Jamalipour, "Two-way dual-hop WPCN with a practical energy harvesting model," IEEE Trans. on Vehicular Technology, vol. 69, no. 7, pp. 8013-8017, Jul. 2020.
[22] H. Lee, K. J. Lee, H. B. Kong, and I. Lee, "Sum-rate maximization for multiuser MIMO wireless powered communication networks," IEEE Trans. on Vehicular Technology, vol. 65, no. 11, pp. 9420-9424, Nov. 2016.
[23] M. Maleki, A. M. D. Hoseini, and M. Masjedi, "Performance analysis of SWIPT relay systems over Nakagami-m fading channels with non-linear energy harvester and hybrid protocol," in Proc. Iranian Conf. on Electrical Engineering, ICEE'18, pp. 610-615, Mashhad, Iran, 8-10 May 2018.
[24] S. Pejoski, Z. Hadzi-Velkov, and R. Schober, "Optimal power and time allocation for WPCNs with piece-wise linear EH model," IEEE Wireless Communications Letters, vol. 7, no. 3, pp. 364-367, Jun. 2017.
[25] E. Boshkovska, D. W. K. Ng, N. Zlatanov, and R. Schober, "Practical non-linear energy harvesting model and resource allocation for SWIPT systems," IEEE Communications Letters, vol. 19, no. 12, pp. 2082-2085, Dec. 2015.
[26] Y. Dong, M. J. Hossain, and J. Cheng, "Performance of wireless powered amplify and forward relaying over Nakagami-m fading channels with nonlinear energy harvester," IEEE Communications Letters, vol. 20, no. 4, pp. 672-675, Apr. 2016.
[27] S. Boyd and L. Vandenberghe, Convex Optimization, Cambridge University Press, 2004.
[28] M. Grant and S. Boyd, CVX: Matlab Software for Disciplined Convex Programming, Version 2.1, 2014.