Skip to main content

Advertisement

Springer Nature Link
Log in

Simultaneous Wireless Information and Power Transfer in Multi-antenna Systems

  • Published:
Journal of Signal Processing Systems Aims and scope Submit manuscript

Abstract

In this paper, we provide a comprehensive literature survey on simultaneous wireless information and power transfer (SWIPT) in multi-antenna systems. We first review recent contributions on the theory analysis of SWIPT from information theoretic standpoint and introduce the tradeoff between information transfer and power transfer under various settings. Then, we focus on the utilization of multi-antenna techniques to solve existing problems of SWIPT. Contributions on the implementation aspects of multi-antenna SWIPT are summarized. The performance of SWIPT is evaluated by different metrics, therefore, we review the works on dynamic SWIPT optimization based on objective function using multi-antenna techniques. In addition, the implementation of SWIPT brings up secure issue. Thus, we summarize recent works on secure SWIPT. Finally, we present researches combining SWIPT with state-of-the-art techniques due to potential application in different scenarios.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Figure 1
Figure 2
Figure 3
Figure 4
Figure 5
Figure 6

References

  1. Paradiso, J.A., & Starner, T. (2005). Energy scavenging for mobile and wireless electronics. IEEE Pervasive Computing, 4(1), 18–27.

    Article  Google Scholar 

  2. Varshney, L.R. (2008). Transporting information and energy simultaneously (pp. 1612–1616).

  3. Wu, Q., Tao, M., Ng, D.W.K., Chen, W., & Schober, R. (2016). Energy-efficient resource allocation for wireless powered communication networks. IEEE Transactions on Wireless Communications, 15(3), 2312–2327.

    Article  Google Scholar 

  4. Grover, P, & Sahai, A. (2010). Shannon meets tesla: Wireless information and power transfer. In 2010 IEEE international symposium on information theory (pp. 2363–2367).

  5. Fouladgar, A.M., & Simeone, O. (2012). On the transfer of information and energy in multi-user systems. IEEE Communications Letters, 16(11), 1733–1736.

    Article  Google Scholar 

  6. Zhou, X., Zhang, R., & Ho, C.K. (2013). Wireless information and power transfer: architecture design and rate-energy tradeoff. IEEE Transactions on Communications, 61(11), 4754–4767.

    Article  Google Scholar 

  7. Zhang, R., & Ho, C.K. (2013). MIMO broadcasting for simultaneous wireless information and power transfer. IEEE Transactions on Wireless Communications, 12(5), 1989–2001.

    Article  Google Scholar 

  8. Zhang, R., Maunder, R.G., & Hanzo, L. (2015). Wireless information and power transfer: from scientific hypothesis to engineering practice. IEEE Communications Magazine, 53(8), 99–105.

    Article  Google Scholar 

  9. Ulukus, S., Yener, A., Erkip, E., Simeone, O., Zorzi, M., Grover, P., & Huang, K. (2015). Energy harvesting wireless communications: a review of recent advances. IEEE Journal on Selected Areas in Communications, 33(3), 360–381.

    Article  Google Scholar 

  10. Bi, S., Zeng, Y., & Zhang, R. (2016). Wireless powered communication networks: an overview. IEEE Wireless Communications, 23(2), 10–18.

    Article  Google Scholar 

  11. Bi, S., Ho, C.K., & Zhang, R. (2015). Wireless powered communication: opportunities and challenges. IEEE Communications Magazine, 53(4), 117–125.

    Article  Google Scholar 

  12. Chen, X., Ng, D.W.K., & Chen, H.H. (2016). Secrecy wireless information and power transfer: challenges and opportunities. IEEE Wireless Communications, 23(2), 54–61.

    Article  Google Scholar 

  13. Krikidis, I., Timotheou, S., Nikolaou, S., Zheng, G., Ng, D.W.K., & Schober, R. (2014). Simultaneous wireless information and power transfer in modern communication systems. IEEE Communications Magazine, 52 (11), 104–110.

    Article  Google Scholar 

  14. Wu, Q., Chen, W., Wu, J., & Li, J. (2015). Wireless powered communications: Industry demands and a user-centric energy-efficient approach. In 2015 IEEE Globecom workshops (GC Wkshps) (pp. 1–6).

  15. Yuan, F., Jin, S., Huang, Y., Wong, K. k., Zhang, Q.T., & Zhu, H. (2015). Joint wireless information and energy transfer in massive distributed antenna systems. IEEE Communications Magazine, 53(6), 109–116.

    Article  Google Scholar 

  16. Ding, Z., Zhong, C., Ng, D.W.K., Peng, M., Suraweera, H.A., Schober, R., & Poor, H.V. (2015). Application of smart antenna technologies in simultaneous wireless information and power transfer. IEEE Communications Magazine, 53(4), 86–93.

    Article  Google Scholar 

  17. Timotheou, S, & Krikidis, I. (2013). Joint information and energy transfer in the spatial domain with channel estimation error. In 2013 IEEE online conference on green communications (OnlineGreenComm) (pp. 115–120).

  18. Ju, H., & Zhang, R. (2014). A novel mode switching scheme utilizing random beamforming for opportunistic energy harvesting. IEEE Transactions on Wireless Communications, 13(4), 2150–2162.

    Article  Google Scholar 

  19. Joung, J., Ho, C.K., & Sun, S. (2014). Wireless power transfer and communication for sensors: dynamic frame-switching (DFS) policy. In 2014 IEEE online conference on green communications (OnlineGreencomm) (pp. 1–6).

  20. Lu, W., Gong, Y., Wu, J., Peng, H., & Hua, J. (2017). Simultaneous wireless information and power transfer based on joint subcarrier and power allocation in ofdm systems. IEEE Access, PP(99), 1–1.

    Google Scholar 

  21. Krikidis, I., Sasaki, S., Timotheou, S., & Ding, Z. (2014). A low complexity antenna switching for joint wireless information and energy transfer in mimo relay channels. IEEE Transactions on Communications, 62(5), 1577–1587.

    Article  Google Scholar 

  22. Liu, C.-F., Maso, M., Lakshminarayana, S., Lee, C.-H., & Quek, T.Q. (2015). Simultaneous wireless information and power transfer under different CSI acquisition schemes. IEEE Transactions on Wireless Communications, 14(4), 1911–1926.

    Article  Google Scholar 

  23. Liu, C.F., Maso, M., Lakshminarayana, S., Lee, C.H., & Quek, T.Q.S. (2015). Simultaneous wireless information and power transfer under different csi acquisition schemes. IEEE Transactions on Wireless Communications, 14(4), 1911–1926.

    Article  Google Scholar 

  24. Liu, C.-F., & Lee, C.-H. (2013). Information and power transfer under MISO channel with finite-rate feedback. In Global communications conference (GLOBECOM), 2013 IEEE (pp. 2497–2501).

  25. Liu, C.-F., & Lee, C.-H. (2014). MISO information and power transfer with finite-rate feedback under fading channel. In 2014 IEEE international conference on communications (ICC) (pp. 3794–3799). Piscataway: IEEE.

  26. Liu, C.-F., Maso, M., Lakshminarayana, S., Lee, C.-H., & Quek, T.Q. (2014). Performance analysis of simultaneous wireless information and power transfer in MISO systems. In Globecom workshops (GC Wkshps), 2014 (pp. 1094–1101).

  27. Zhou, X., Zhang, R., & Ho, C.K. (2014). Wireless information and power transfer in multiuser OFDM systems. IEEE Transactions on Wireless Communications, 13(4), 2282–2294.

    Article  Google Scholar 

  28. Huang, K., & Larsson, E. (2013). Simultaneous information and power transfer for broadband wireless systems. IEEE Transactions on Signal Processing, 61(23), 5972–5986.

    Article  MathSciNet  Google Scholar 

  29. Gurakan, B., Ozel, O., Yang, J., & Ulukus, S. (2013). Energy cooperation in energy harvesting communications. IEEE Transactions on Communications, 61(12), 4884–4898.

    Article  Google Scholar 

  30. Fang, B., Zhong, W., Qian, Z., Jin, S., Wang, J., & Shao, W. (2014). Optimal precoding for simultaneous information and power transfer in MIMO relay networks. In 2014 9th international conference on communications and networking in China (CHINACOM) (pp. 462–467).

  31. Huang, Y., & Clerckx, B. (2015). Joint wireless information and power transfer in a three-node autonomous MIMO relay network. In 2015 IEEE international conference on communications (ICC) (pp. 1999–2004).

  32. Benkhelifa, F., & Alouini, M.-S. (2015). Simultaneous wireless information and power transfer for MIMO Amplify-and-Forward relay systems. In Global communications conference (GLOBECOM), 2015 IEEE (pp. 1–6).

  33. Benkhelifa, F., Salem, A.K.S., & Alouini, M.-S. (2015). Simultaneous wireless information and power transfer for Decode-and-Forward mimo relay communication systems. In Vehicular technology conference (VTC Spring), 2015 IEEE 81st (pp. 1–5).

  34. Yin, S., Qu, Z., & Zhang, L. (2015). Wireless information and power transfer in cooperative communications with power splitting. In Global communications conference (GLOBECOM), 2015 IEEE (pp. 1–6).

  35. Fang, B., Zhong, W., Qian, Z., Jin, S., Wang, J., & Shao, W. (2014). Distributed precoding for wireless information and power transfer in MIMO DF relay networks. In 2014 Sixth international conference on wireless communications and signal processing (WCSP) (pp. 1–6). Piscataway: IEEE.

  36. Lee, H., Song, C., Choi, S.H., & Lee, I. (2017). Outage probability analysis and power splitter designs for swipt relaying systems with direct link. IEEE Communications Letters, 21(3), 648–651.

    Article  Google Scholar 

  37. Do, T.P., Song, I., & Kim, Y.H. (2017). Simultaneous wireless transfer of power and information in a decode-and-forward two-way relaying network. IEEE Transactions on Wireless Communications, 16(3), 1579–1592.

    Article  Google Scholar 

  38. Rostampoor, J., Razavizadeh, S.M., & Lee, I. (2017). Energy efficiency maximization precoding design for SWIPT in MIMO two-way relay networks. IEEE Transactions on Vehicular Technology, PP(99), 1–1.

    Google Scholar 

  39. Amarasuriya, G., & Poor, H.V. (2015). Wireless information and power transfer in multi-way relay networks with massive MIMO. In Global communications conference (GLOBECOM), 2015 IEEE (pp. 1–7). Piscataway: IEEE.

  40. Lai, I.W., Lee, C.H., Chen, K.C., & Biglieri, E. (2016). Open-loop end-to-end transmission for multihop opportunistic networks with energy-harvesting devices. IEEE Transactions on Communications, 64(7), 2860–2872.

    Article  Google Scholar 

  41. Yuan, Y., Chu, Z., Ding, Z., Cumanan, K., & Johnston, M. (2014). Joint relay beamforming and power splitting ratio optimization in a multi-antenna relay network. In 2014 Sixth international conference on wireless communications and signal processing (WCSP) (pp. 1–5). Piscataway: IEEE.

  42. Feng, Y., Yang, Z., Zhu, W.P., Li, Q., & Lv, B. (2017). Robust cooperative secure beamforming for simultaneous wireless information and power transfer in amplify-and-forward relay networks. IEEE Transactions on Vehicular Technology, 66(3), 2354–2366.

    Article  Google Scholar 

  43. Jiang, L., Qin, C., Zhang, X., & Tian, H. (2017). Secure beamforming design for SWIPT in cooperative D2D communications. China Communications, 14(1), 20–33.

    Article  Google Scholar 

  44. Ng, D.W.K., & Schober, R. (2014). Resource allocation for coordinated multipoint networks with wireless information and power transfer. In Global communications conference (GLOBECOM), 2014 IEEE (pp. 4281–4287). Piscataway: IEEE.

  45. Zong, Z., Feng, H., Yuan, Y., Yang, T., & Hu, B. (2015). Decentralized beamforming for location-aware SWIPT in coordinated multi-cell networks. In Global communications Conference (GLOBECOM), 2015 IEEE (pp. 1–6). Piscataway: IEEE.

  46. Lee, S., Liu, L., & Zhang, R. (2015). Collaborative wireless energy and information transfer in interference channel. IEEE Transactions on Wireless Communications, 14(1), 545–557.

    Article  Google Scholar 

  47. Ghorbel, M.B., Guizani, M., Khalfi, B., & Hamdaoui, B. (2015). Cooperative joint power splitting and allocation approach for simultaneous energy delivery and data transfer. In Wireless communications and mobile computing conference (IWCMC), 2015 International (pp. 184–187). Piscataway: IEEE.

  48. Shi, Q., Liu, L., Xu, W., & Zhang, R. (2014). Joint transmit beamforming and receive power splitting for miso swipt systems. IEEE Transactions on Wireless Communications, 13(6), 3269–3280.

    Article  Google Scholar 

  49. Zhang, H., Dong, A., Jin, S., & Yuan, D. (2017). Joint transceiver and power splitting optimization for multiuser mimo swipt under mse qos constraints. IEEE Transactions on Vehicular Technology, PP(99), 1–1.

    Google Scholar 

  50. Zong, Z., Feng, H., Zhang, S., Yang, T., & Hu, B. (2014). Joint transceiver design for simultaneous wireless information and power transfer in multi-user MIMO interference networks. In 2014 Sixth international conference on wireless communications and signal processing (WCSP) (pp. 1–6). Piscataway: IEEE.

  51. Zhao, M.M., Cai, Y., Shi, Q., Hong, M., & Champagne, B. (2017). Joint transceiver designs for full-duplex K-pair MIMO interference channel with SWIPT. IEEE Transactions on Communications, 65(2), 890–905.

    Article  Google Scholar 

  52. Khandaker, M.R., & Wong, K.-K. (2014). QoS-based multicast beamforming for SWIPT. In 2014 Eleventh annual IEEE international conference on sensing, communication, and networking workshops (SECON Workshops) (pp. 62–67). Piscataway: IEEE.

  53. Demir, O.̈T., & Tuncer, T.E. (2015). Multi-group multicast beamforming for simultaneous wireless information and power transfer. In Signal processing conference (EUSIPCO), 2015 23rd European (pp. 1356–1360). Piscataway: IEEE.

  54. Gui, X., Zhu, Z., & Lee, I. (2015). Sum rate maximizing in a multi-user MIMO system with SWIPT. In Vehicular technology conference (VTC Spring), 2015 IEEE 81st (pp. 1–5). Piscataway: IEEE.

  55. Yue, Z., Gao, H., Cao, R., & Lv, T. (2015). The sum-rate maximization precoding for multiuser MIMO SWIPT systems. In Vehicular technology conference (VTC Spring), 2015 IEEE 81st (pp. 1–5). Piscataway: IEEE.

  56. Wu, S.X., Li, Q., Ma, W.-K., & So, A.M.-C. (2014). Robust transmit designs for an energy harvesting multicast system. In 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 4748–4752). Piscataway: IEEE.

  57. Rubio, J. (2015). A Pascual-Iserte, Harvesting management in multiuser MIMO systems with simultaneous wireless information and power transfer. In Vehicular technology conference (VTC Spring), 2015 IEEE 81st (pp. 1–5). Piscataway: IEEE.

  58. Wang, W., Li, L., Sun, Q., & Jin, J. (2013). Power allocation in multiuser MIMO systems for simultaneous wireless information and power transfer. In Vehicular technology conference (VTC Fall), 2013 IEEE 78th (pp. 1–5). Piscataway: IEEE.

  59. Song, C., Ling, C., Park, J., & Clerckx, B. (2014). MIMO broadcasting for simultaneous wireless information and power transfer: weighted MMSE approaches. In Globecom workshops (GC Wkshps), 2014 (pp. 1151–1156). Piscataway: IEEE.

  60. Özçelikkale, A., McKelvey, T., & Viberg, M. (2015). Wireless information and power transfer in MIMO channels under Rician fading. In 2015 IEEE international conference on acoustics, speech and signal processing (ICASSP) (pp. 3187–3191). Piscataway: IEEE.

  61. Li, Q., Zhang, Q., & Qin, J. (2017). Robust Tomlinson-Harashima precoding with gaussian uncertainties for SWIPT in MIMO broadcast channels. IEEE Transactions on Signal Processing, 65(6), 1399–1411.

    Article  MathSciNet  Google Scholar 

  62. Khandaker, M.R., & Wong, K.-K. (2015). Simultaneous information and power transfer in MISO interference systems. In 2015 IEEE China summit and international conference on signal and information processing (chinaSIP) (pp. 596–600). Piscataway: IEEE.

  63. Nasir, A.A., Ngo, D.T., Tuan, H.D., & Durrani, S. (2015). Iterative optimization for max-min SINR in dense small-cell multiuser MISO SWIPT system. In 2015 IEEE global conference on signal and information processing (globalSIP) (pp. 1392–1396). Piscataway: IEEE.

  64. Xu, J., Liu, L., & Zhang, R. (2014). Multiuser MISO beamforming for simultaneous wireless information and power transfer. IEEE Transactions on Signal Processing, 62(18), 4798–4810.

    Article  MathSciNet  Google Scholar 

  65. Zhang, H., Song, K., Huang, Y., & Yang, L. (2013). Energy harvesting balancing technique for robust beamforming in multiuser MISO SWIPT system. In 2013 international conference on wireless communications & signal processing (WCSP) (pp. 1–5). Piscataway: IEEE.

  66. Zhang, C., Zhao, H., Li, W., Zheng, K., & Yang, J. (2014). Energy efficiency optimization of simultaneous wireless information and power transfer system with power splitting receiver. In 2014 IEEE 25th annual international symposium on personal, indoor, and mobile radio communication (PIMRC) (pp. 2135–2139). Piscataway: IEEE.

  67. Peng, C., Shi, Q., Xu, W., & Hong, M. (2015). Energy efficiency optimization for multi-user MISO SWIPT systems. In 2015 IEEE China summit and international conference on signal and information processing (chinaSIP) (pp. 772–776). Piscataway: IEEE.

  68. Timotheou, S., Krikidis, I., & Ottersten, B. (2013). MISO interference channel with QoS and RF energy harvesting constraints. In 2013 IEEE international conference on communications (ICC) (pp. 4191–4196). Piscataway: IEEE.

  69. Wang, J., Love, D.J., & Zoltowski, M.D. (2008). User selection with zero-forcing beamforming achieves the asymptotically optimal sum rate. IEEE Transactions on Signal Processing, 56(8), 3713–3726.

    Article  MathSciNet  Google Scholar 

  70. Demir, T., & Tuncer, T.E. (2017). Max-min fair resource allocation for swipt in multi-group multicast ofdm systems. IEEE Communications Letters, PP(99), 1–1.

    Google Scholar 

  71. Demir, O.T., & Tuncer, T.E. (2017). Swipt for max-min fair multi-group multicast beamforming through power splitting. In 2017 IEEE wireless communications and networking conference (WCNC) (pp. 1–6).

  72. Zhou, F., Li, Z., Beaulieuz, N.C., Cheng, J., & Wang, Y. (2016). Resource allocation in wideband cognitive radio with swipt: Max-min fairness guarantees. In 2016 IEEE global communications conference (GLOBECOM) (pp. 1–6).

  73. Nasir, A.A., Ngo, D.T., Tuan, H.D., Durrani, S., & Kim, D.I. (2016). Secure beamforming for max-min sinr in multi-cell swipt systems. In 2016 IEEE wireless communications and networking conference (pp. 1–6).

  74. Nasir, A.A., Ngo, D.T., Tuan, H.D., & Durrani, S. (2015). Iterative optimization for max-min sinr in dense small-cell multiuser miso swipt system. In 2015 IEEE global conference on signal and information processing (GlobalSIP) (pp. 1392–1396).

  75. Park, J., & Clerckx, B. (2013). Joint wireless information and energy transfer in a two-user MIMO interference channel. IEEE Transactions on Wireless Communications, 12(8), 4210–4221.

    Article  Google Scholar 

  76. Luo, S., Xu, J., Lim, T.J., & Zhang, R. (2015). Capacity region of MISO broadcast channel with SWIPT. In 2015 IEEE international conference on communications (ICC) (pp. 4235–4240). Piscataway: IEEE.

  77. Lee, H., Lee, S.-R., Lee, K.-J., Kong, H.-B., & Lee, I. (2015). Transmit beamforming techniques for wireless information and power transfer in MISO interference channels. In Global communications conference (GLOBECOM) 2015 IEEE (pp. 1–6). Piscataway: IEEE.

  78. Park, J., & Clerckx, B. (2014). Joint wireless information and energy transfer in a K-user MIMO interference channel. IEEE Transactions on Wireless Communications, 13(10), 5781–5796.

    Article  Google Scholar 

  79. Leng, S., Ng, D.W.K., Zlatanov, N., & Schober, R. (2016). Multi-objective beamforming for energy-efficient SWIPT systems. In 2016 international conference on computing, networking and communications (ICNC) (pp. 1–7). Piscataway: IEEE.

  80. Rubio, J., Pascual-Iserte, A., Palomar, D.P., & Goldsmith, A. (2017). Joint optimization of power and data transfer in multiuser MIMO systems. IEEE Transactions on Signal Processing, 65(1), 212–227.

    MathSciNet  Google Scholar 

  81. Liu, L., Zhang, R., & Chua, K.-C. (2013). Secrecy wireless information and power transfer with MISO beamforming. In Global communications conference (GLOBECOM), 2013 IEEE (pp. 1831–1836). Piscataway: IEEE.

  82. Zhang, J., Yuen, C., Wen, C.-K., Jin, S., Wong, K.-K., & Zhu, H. (2015). Achievable ergodic secrecy rate for MIMO SWIPT wiretap channels. In 2015 IEEE international conference on communication workshop (ICCW) (pp. 453–458). Piscataway: IEEE.

  83. Ng, D.W.K., Xiang, L., & Schober, R. (2013). Multi-objective beamforming for secure communication in systems with wireless information and power transfer. In 2013 IEEE 24th International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC) (pp. 7–12). Piscataway: IEEE.

  84. Steinwandt, J., Vorobyov, S.A., & Haardt, M. (2014). Secrecy rate maximization for information and energy transfer in MIMO beamforming networks. In 2014 48th Asilomar conference on signals, systems and computers (pp. 1989–1993). Piscataway: IEEE.

  85. Zhang, H., Li, C., Huang, Y., & Yang, L. (2015). Simultaneous wireless information and power transfer in a MISO broadcast channel with confidential messages. In Global communications conference (GLOBECOM), 2015 IEEE (pp. 1–6). Piscataway: IEEE.

  86. Leng, S., Ng, D.W.K., & Schober, R. (2014). Power efficient and secure multiuser communication systems with wireless information and power transfer. In 2014 IEEE international conference on communications workshops (ICC) (pp. 800–806). Piscataway: IEEE.

  87. Zhang, Y., & Liang, T. (2015). Secrecy wireless information and power transfer with transmit antenna selection in MISO systems. In 2015 IEEE international conference on computer and communications (ICCC) (pp. 362–367). Piscataway: IEEE.

  88. Liu, M., & Liu, Y. (2017). Power allocation for secure SWIPT systems with wireless-powered cooperative jamming. IEEE Communications Letters, PP(99), 1–1.

    Google Scholar 

  89. Khandaker, M.R.A., Wong, K.K., Zhang, Y., & Zheng, Z. (2017). Probabilistically robust swipt for secrecy misome systems. IEEE Transactions on Information Forensics and Security, 12(1), 211–226.

    Article  Google Scholar 

  90. Wu, W., & Wang, B. (2015). Robust downlink beamforming design for multiuser MISO communication system with SWIPT. In 2015 IEEE international conference on communications (ICC) (pp. 4751–4756). Piscataway: IEEE.

  91. Khandaker, M.R., & Wong, K.-K. (2015). Max-min energy based robust secure beamforming for SWIPT. In 2015 IEEE international conference on communications (ICC) (pp. 166–171). Piscataway: IEEE.

  92. Zhao, N., Yu, F.R., & Leung, V.C. (2014). Simultaneous wireless information and power transfer in interference alignment networks. In Wireless communications and mobile computing conference (IWCMC), 2014 International (pp. 7–11). Piscataway: IEEE.

  93. Zhao, N., Yu, F.R., & Leung, V.C.M . (2014). Opportunistic interference alignment networks for simultaneous wireless information and power transfer through user selection. In 2014 sixth international conference on wireless communications and signal processing (WCSP) (pp. 1–5). Piscataway: IEEE.

  94. Huang, K. (2015). A tradeoff between information and power transfers using a large-scale array of dense distributed antennas. In Global communications conference (GLOBECOM), 2015 IEEE (pp. 1–6). Piscataway: IEEE.

  95. Krikidis, I. (2014). Joint information and energy transfer for large-scale networks. In 2014 6th international symposium on communications, control and signal processing (ISCCSP) (pp. 314–317). Piscataway: IEEE.

  96. Chen, X., Chen, J., & Liu, T. (2014). Secure wireless information and power transfer in large-scale MIMO relaying systems with imperfect CSI. In Global communications conference (GLOBECOM), 2014 IEEE (pp. 4131–4136). Piscataway: IEEE.

  97. Zhu, J., Li, Y., Wang, N., & Xu, W. (2017). Wireless information and power transfer in secure massive MIMO downlink with phase noise. IEEE Wireless Communications Letters, PP(99), 1–1.

    Article  Google Scholar 

  98. Zhou, C., Cui, G., Pan, Y., Zhang, Y., & Wang, W. (2015). Adaptive time-slot and power allocation in mimo systems for simultaneous wireless two-way information and one-way energy transfer. In 2015 international conference on wireless communications & signal processing (WCSP) (pp. 1–5). Piscataway: IEEE.

  99. Kisseleff, S., Akyildiz, I.F., & Gerstacker, W.H. (2017). Magnetic induction-based simultaneous wireless information and power transfer for single information and multiple power receivers. IEEE Transactions on Communications, 65(3), 1396–1410.

    Article  Google Scholar 

  100. Ren, Y., Lv, T., Gao, H., & Li, Y. (2017). Secure wireless information and power transfer in heterogeneous networks. IEEE Access, PP(99), 1–1.

    Google Scholar 

  101. Son, H., & Clerckx, B. (2014). Joint beamforming design for multi-user wireless information and power transfer. IEEE Transactions on Wireless Communications, 13(11), 6397–6409.

    Article  Google Scholar 

  102. Renzo, M.D., & Lu, W. (2017). System-level analysis and optimization of cellular networks with simultaneous wireless information and power transfer: Stochastic geometry modeling. IEEE Transactions on Vehicular Technology, 66(3), 2251–2275.

    Article  Google Scholar 

  103. Tu, L.T., & Renzo, M.D. (2017). Analysis of millimeter wave cellular networks with simultaneous wireless information and power transfer. In 2017 international conference on recent advances in signal processing, telecommunications computing (SigTelCom) (pp. 39–43).

  104. Li, Y., Huang, N., Wang, J., Yang, Z., & Xu, W. (2017). Sum rate maximization for VLC systems with simultaneous wireless information and power transfer. IEEE Photonics Technology Letters, 29(6), 531–534.

    Article  Google Scholar 

  105. Kaddoum, G., Tran, H.V., Kong, L., & Atallah, M. (2017). Design of simultaneous wireless information and power transfer scheme for short reference DCSK communication systems. IEEE Transactions on Communications, 65(1), 431–443.

    Google Scholar 

  106. Mohjazi, L., Ahmed, I., Muhaidat, S., Dianati, M., & Al-Qutayri, M. (2017). Downlink beamforming for swipt multi-user miso underlay cognitive radio networks. IEEE Communications Letters, 21(2), 434–437.

    Article  Google Scholar 

  107. Ariffin, W.N.S.F.W., Zhang, X., & Nakhai, M.R. (2015). Real-time power balancing in green coMP network with wireless information and energy transfer. In 2015 IEEE 26th annual international symposium on personal, indoor, and mobile radio communications (PIMRC) (pp. 1574–1578). Piscataway: IEEE.

  108. Lu, X., Wang, P., Niyato, D., Kim, D.I., & Han, Z. (2015). Wireless networks with rf energy harvesting: a contemporary survey. IEEE Communications Surveys Tutorials, 17(2), 757–789. Secondquarter.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Beijing University of Posts and Telecommunications, Beijing, China

    Tiantian Bao, Zhaoming Lu, Yawen Chen, Xiangming Wen & Hua Shao

  2. Beijing Laboratory of Advanced Information Networks, Beijing, China

    Tiantian Bao, Zhaoming Lu, Yawen Chen, Xiangming Wen & Hua Shao

  3. Beijing Advanced Innovation Center for Future Internet Technology, Beijing, China

    Tiantian Bao, Zhaoming Lu, Yawen Chen, Xiangming Wen & Hua Shao

  4. Beijing Key Laboratory of Network System Architecture and Convergence, Beijing, China

    Tiantian Bao, Zhaoming Lu, Yawen Chen, Xiangming Wen & Hua Shao

Authors
  1. Tiantian Bao
    View author publications

    You can also search for this author inPubMed Google Scholar

  2. Zhaoming Lu
    View author publications

    You can also search for this author inPubMed Google Scholar

  3. Yawen Chen
    View author publications

    You can also search for this author inPubMed Google Scholar

  4. Xiangming Wen
    View author publications

    You can also search for this author inPubMed Google Scholar

  5. Hua Shao
    View author publications

    You can also search for this author inPubMed Google Scholar

Corresponding author

Correspondence to Tiantian Bao.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bao, T., Lu, Z., Chen, Y. et al. Simultaneous Wireless Information and Power Transfer in Multi-antenna Systems. J Sign Process Syst 90, 827–848 (2018). https://doi.org/10.1007/s11265-018-1330-6

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11265-018-1330-6

Keywords