Energy Harvesting; massive MIMO; Jamming attacks; Green communication; Multi-user transmissions
Résumé :
[en] 5G communication systems enable new functions and major performance improvements but at the cost of tougher energy requirements on mobile devices. One of the effective ways to address this issue along with alleviating the environmental effects associated with the inevitable large increase in energy usage is the energy-neutral systems, which operate with the energy harvested from radio-frequency (RF) transmissions. In this direction, this paper investigates the notion of harvesting the ambient RF signals from an unusual source. Specifically, the performance of an RF energy harvesting scheme for multi-user massive multiple-input multiple-output (MIMO) is investigated in the presence of multiple active jammers. The key idea is to exploit the jamming transmissions as an energy source to be harvested at the legitimate users. To this end, the achievable uplink sum rate expressions are derived in closed-form for two different antenna configurations. Two optimal time-switching schemes are also proposed based on maximum sum rate and user-fairness criteria. Besides, the essential trade-off between the harvested energy and achievable sum rate are quantified in closed-form. Our analysis reveals that the massive MIMO systems can exploit the surrounding RF signals of the jamming attacks for boosting the amount of harvested energy at the served users. Finally, numerical results illustrate the effectiveness of the derived closed-form expressions through simulations.
Disciplines :
Ingénierie électrique & électronique
Auteur, co-auteur :
AL-HRAISHAWI, Hayder ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
Abdullah, Osamah; Alma’moon University College, Baghdad, Iraq > Department of Electrical Engineering
CHATZINOTAS, Symeon ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
OTTERSTEN, Björn ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Co-auteurs externes :
yes
Langue du document :
Anglais
Titre :
Energy Harvesting from Jamming Attacks in Multi-User Massive MIMO Networks
Date de publication/diffusion :
2022
Titre du périodique :
IEEE Transactions on Green Communications and Networking
eISSN :
2473-2400
Maison d'édition :
Institute of Electrical and Electronics Engineers (IEEE)
H. Al-Hraishawi, S. Chatzinotas, and B. E. Ottersten, "Exploiting jamming attacks for energy harvesting in massive MIMO systems," in Proc. IEEE Int. Conf. Commun. (ICC), Montreal, QC, Canada, Jun. 2021, pp. 1-6.
F. Tariq, M. R. A. Khandaker, K.-K. Wong, M. A. Imran, M. Bennis, and M. Debbah, "A speculative study on 6G," IEEE Wireless Commun. Mag., vol. 27, no. 4, pp. 118-125, Aug. 2020.
H. J. Visser and R. J. M. Vullers, "RF energy harvesting and transport for wireless sensor network applications: Principles and requirements," Proc. IEEE, vol. 101, no. 6, pp. 1410-1423, Jun. 2013.
R. Zhang and C. K. Ho, "MIMO broadcasting for simultaneous wireless information and power transfer," IEEE Trans. Wireless Commun., vol. 12, no. 5, pp. 1989-2001, May 2013.
M.-T. Chiu, C.-Y. Chiu, C. Ng, L.-O. Wong, S. Shen, and R. Murch, "An ambient RF powered wireless sensor system," IEEE Open J. Antennas Propag., vol. 3, pp. 1382-1393, 2022.
M. Wang, Y. Lin, Q. Tian, and G. Si, "Transfer learning promotes 6G wireless communications: Recent advances and future challenges," IEEE Trans. Rel., vol. 70, no. 2, pp. 790-807, Jun. 2021.
Z. Ding et al., "Application of smart antenna technologies in simultaneous wireless information and power transfer," IEEE Commun. Mag., vol. 53, no. 4, pp. 86-93, Apr. 2015.
E. Goudeli, C. Psomas, and I. Krikidis, "A detection scheme for integrated SWIPT receivers with rectenna arrays," IEEE Trans. Green Commun. Netw., vol. 7, no. 1, pp. 145-157, Mar. 2023.
L. Chen, F. R. Yu, H. Ji, B. Rong, X. Li, and V. C. M. Leung, "Green full-duplex self-backhaul and energy harvesting small cell networks with massive MIMO," IEEE J. Sel. Areas Commun., vol. 34, no. 12, pp. 3709-3724, Dec. 2016.
K. Huang and V. K. N. Lau, "Enabling wireless power transfer in cellular networks: Architecture, modeling and deployment," IEEE Trans. Wireless Commun., vol. 13, no. 2, pp. 902-912, Feb. 2014.
H. Ju and R. Zhang, "Throughput maximization in wireless powered communication networks," IEEE Trans. Wireless Commun., vol. 13, no. 1, pp. 418-428, Jan. 2014.
H. Al-Hraishawi and G. A. A. Baduge, "Wireless energy harvesting in cognitive massive MIMO systems with underlay spectrum sharing," vol. 6, no. 1, pp. 134-137, Feb. 2017.
H. Wang, W. Wang, X. Chen, and Z. Zhang, "Wireless information and energy transfer in interference aware massive MIMO systems," in Proc. IEEE Globel Commun. Conf. (Globecom), Austin, TX, USA, Dec. 2014, pp. 2556-2561.
D. Kudathanthirige, R. Shrestha, and G. A. A. Baduge, "Wireless information and power transfer in relay-assisted downlink massive MIMO," IEEE Trans. Green Commun. Netw., vol. 3, no. 3, pp. 789-805, Sep. 2019.
B. Li, Y. Dai, Z. Dong, E. Panayirci, H. Jiang, and H. Jiang, "Energyefficient resources allocation with millimeter-wave massive MIMO in ultra dense HetNets by SWIPT and CoMP," IEEE Trans. Wireless Commun., vol. 20, no. 7, pp. 4435-4451, Jul. 2021.
V. Khodamoradi, A. Sali, O. Messadi, A. Khalili, and B. B. M. Ali, "Energy-efficient massive MIMO SWIPT-enabled systems," IEEE Trans. Veh. Technol., vol. 71, no. 5, pp. 5111-5127, May 2022.
H. Al-Hraishawi, G. A. A. Baduge, H. Q. Ngo, and E. G. Larsson, "Multi-cell massive MIMO uplink with underlay spectrum sharing," IEEE Trans. Cogn. Commun. Netw., vol. 5, no. 1, pp. 119-137, Mar. 2019.
L. Liu and W. Yu, "Massive connectivity with massive MIMO-Part I: Device activity detection and channel estimation," IEEE Trans. Signal Process., vol. 66, no. 11, pp. 2933-2946, Jun. 2018.
H. Al-Hraishawi, G. Amarasuriya, and R. F. Schaefer, "Secure communication in underlay cognitive massive MIMO systems with pilot contamination," in Proc. IEEE Globel Commun. Conf. (Globecom), Singapore, Dec. 2017, pp. 1-7.
M. Vanhoef and F. Piessens, "Advanced Wi-Fi attacks using commodity hardware," in Proc. 30th Annu. Comput. Security Appl. Conf. (ACSAC), New Orleans, LA, USA, Dec. 2014, pp. 256-265.
X. Zhou, B. Maham, and A. Hjorungnes, "Pilot contamination for active eavesdropping," IEEE Trans. Wireless Commun., vol. 11, no. 3, pp. 903-907, Mar. 2012.
D. Kapetanovic, G. Zheng, and F. Rusek, "Physical layer security for massive MIMO: An overview on passive eavesdropping and active attacks," IEEE Commun. Mag., vol. 53, no. 6, pp. 21-27, Jun. 2015.
Y. O. Basciftci, C. E. Koksal, and A. Ashikhmin, "Securing massive MIMO at the physical layer," in Proc. IEEE Conf. Commun. Netw. Security (CNS), Philadelphia, PA, USA, Sep. 2015, pp. 272-280.
T. T. Nguyen and K.-K. Nguyen, "Anti-jamming in cell free mMIMO systems," in Proc. IEEE Globel Commun. Conf. (Globecom), Madrid, Spain, Dec. 2021, pp. 1-6.
Z. Shen, K. Xu, and X. Xia, "Beam-domain anti-jamming transmission for downlink massive MIMO systems: A Stackelberg game perspective," IEEE Trans. Inf. Forensics Security, vol. 16, pp. 2727-2742, 2021.
T. T. Do, E. Bjornson, E. G. Larsson, and S. M. Razavizadeh, "Jammingresistant receivers for the massive MIMO uplink," IEEE Trans. Inf. Forensics Security, vol. 13, no. 1, pp. 210-223, Jan. 2018.
W. Xu, B. Li, L. Tao, and W. Xiang, "Artificial noise assisted secure transmission for uplink of massive MIMO systems," IEEE Trans. Veh. Technol., vol. 70, no. 7, pp. 6750-6762, Jul. 2021.
H. Al-Hraishawi, G. Baduge, and R. Schaefer, "Artificial noise-aided physical layer security in underlay cognitive massive MIMO systems with pilot contamination," Entropy, vol. 19, no. 7, p. 349, Jul. 2017.
D. Kudathanthirige and G. A. A. Baduge, "Effects of pilot contamination attacks in multi-cell multi-user massive MIMO relay networks," IEEE Trans. Commun., vol. 67, no. 6, pp. 3905-3922, Jun. 2019.
N. Akbar, S. Yan, A. M. Khattak, and N. Yang, "On the pilot contamination attack in multi-cell multiuser massive MIMO networks," IEEE Trans. Commun., vol. 68, no. 4, pp. 2264-2276, Apr. 2020.
J. Xu, W. Xu, D. W. K. Ng, and A. L. Swindlehurst, "Secure communication for spatially sparse millimeter-wave massive MIMO channels via hybrid precoding," IEEE Trans. Commun., vol. 68, no. 2, pp. 887-901, Feb. 2020.
Z. Fang, T. Song, and T. Li, "Energy harvesting for two-way OFDM communications under hostile jamming," IEEE Signal Process. Lett., vol. 22, no. 4, pp. 413-416, Apr. 2015.
E. V. Belmega and A. Chorti, "Protecting secret key generation systems against jamming: Energy harvesting and channel hopping approaches," IEEE Trans. Inf. Forensics Security, vol. 12, no. 11, pp. 2611-2626, Nov. 2017.
J. Guo, N. Zhao, F. R. Yu, X. Liu, and V. C. M. Leung, "Exploiting adversarial jamming signals for energy harvesting in interference networks," IEEE Trans. Wireless Commun., vol. 16, no. 2, pp. 1267-1280, Feb. 2017.
G. Rezgui, E. V. Belmega, and A. Chorti, "Mitigating jamming attacks using energy harvesting," IEEE Wireless Commun. Lett., vol. 8, no. 1, pp. 297-300, Feb. 2019.
L. Xiao, Y. Li, C. Dai, H. Dai, and H. V. Poor, "Reinforcement learningbased NOMA power allocation in the presence of smart jamming," IEEE Trans. Veh. Technol., vol. 67, no. 4, pp. 3377-3389, Apr. 2017.
A. Sheikhi, S. M. Razavizadeh, and I. Lee, "A comparison of TDD and FDD massive MIMO systems against smart jamming," IEEE Access, vol. 8, pp. 72068-72077, Apr. 2020.
T. L. Marzetta, "Noncooperative cellular wireless with unlimited numbers of base station antennas," IEEE Trans. Wireless Commun., vol. 9, no. 11, pp. 3590-3600, Nov. 2010.
T. L. Marzetta, E. G. Larsson, H. Yang, and H. Q. Ngo, Fundamentals of Massive MIMO. Cambridge, U.K.: Cambridge Univ. Press, Aug. 2016.
S. M. Kay, Fundamentals of Statistical Signal Processing: Practical: Algorithm Development. Upper Saddle River, NJ, USA: Prentice-Hall, Apr. 1993.
E. Boshkovska, D. W. K. Ng, N. Zlatanov, and R. Schober, "Practical non-linear energy harvesting model and resource allocation for SWIPT systems," IEEE Commun. Lett., vol. 19, no. 12, pp. 2082-2085, Dec. 2015.
A. M. Tulino and S. Verdu, "Random matrix theory and wireless communications," Found. Trends Commun. Inf. Theory, vol. 1, no. 1, pp. 1-128, Jun. 2004.
H. Q. Ngo, E. G. Larsson, and T. L. Marzetta, "Energy and spectral efficiency of very large multiuser MIMO systems," IEEE Trans. Commun., vol. 61, no. 4, pp. 1436-1449, Apr. 2013.
J. Proakis, Digital Communications, 4th ed. New York, NY, USA: McGraw-Hill, Aug. 2001.
P. N. Alevizos and A. Bletsas, "Sensitive and nonlinear far-field RF energy harvesting in wireless communications," IEEE Trans. Wireless Commun., vol. 17, no. 6, pp. 3670-3685, Jun. 2018.
A. Hakimi, M. Mohammadi, Z. Mobini, and Z. Ding, "Full-duplex nonorthogonal multiple access cooperative spectrum-sharing networks with non-linear energy harvesting," IEEE Trans. Veh. Technol., vol. 69, no. 10, pp. 10925-10936, Oct. 2020.
I. Gradshteyn and I. Ryzhik, Table of Integrals, Series, and Products, 7th ed. Cambridge, MA, USA: Academic, 2007.
H. Yang and T. L. Marzetta, "Massive MIMO with max-min power control in line-of-sight propagation environment," IEEE Trans. Commun., vol. 65, no. 11, pp. 4685-4693, Nov. 2017.
R. M. Corless, G. H. Gonne, D. E. G. Hare, D. J. Jeffrey, and D. E. Knuth, "On the lambert W function," Adv. Comput. Math., vol. 5, no. 1, pp. 329-359, Dec. 1996.
S. A. A. Kazmi and S. Coleri, "Optimization of full-duplex relaying system with non-linear energy harvester," IEEE Access, vol. 8, pp. 201566-201576, 2020.
