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2018-12-29
Two-Stage Hybrid Precoding Algorithm Based on Switch Network for Millimeter Wave MIMO Systems
By
Progress In Electromagnetics Research M, Vol. 77, 103-113, 2019
Abstract
Owing to the hardware cost and power consumption limitation, hybrid precoding has been recently considered as an alternative to the fully digital precoding in millimeter wave (mmWave) largescale multiple-input multiple-output (MIMO) systems. Although the number of radio frequency (RF) chains is reduced to a certain extent in the hybrid precoding structure, a great number of phase shifters are still needed. In this paper, we present a new hybrid precoding architecture based on switch network to decrease the power consumption of hybrid precoder by reducing the number of phase shifters greatly. The new hybrid precoding architecture consists of three parts, a digital precoder, an analog precoder, and a switch network, in which the switch network is used to offer a dynamic connection from phase shifters to antennas. Afterwards, a two-stage algorithm is proposed to determine each part of the hybrid precoding implementation. Speci cally, the product of the analog precoding matrix and digital precoding matrix is viewed as a whole matrix rstly, thereby the original problem is simplified into a two-variable problem which is relatively easy to be solved. Then, the decomposition of the analog precoding matrix and digital precoding matrix is considered in the second stage. Simulation results show that the presented implementation can not only provide a better trade-off between hardware complexity and system performance, but also achieve higher energy eciency with far fewer phase shifters than previous works.
Citation
Fulai Liu, Xiaodong Kan, Xiaoyu Bai, Ruiyan Du, and Yanshuo Zhang, "Two-Stage Hybrid Precoding Algorithm Based on Switch Network for Millimeter Wave MIMO Systems," Progress In Electromagnetics Research M, Vol. 77, 103-113, 2019.
doi:10.2528/PIERM18102801
References

1. Han, S., C.-L. I, Z. Xu, and C. Rowell, "Large-scale antenna systems with hybrid analog and digital beamforming for millimeter wave 5G," IEEE Communications Magazine, Vol. 53, No. 1, 186-194, 2015.
doi:10.1109/MCOM.2015.7010533

2. Kutty, S. and D. Sen, "Beamforming for millimeter wave communications: An inclusive survey," IEEE Communications Surveys & Tutorials, Vol. 18, No. 2, 949-973, 2016.
doi:10.1109/COMST.2015.2504600

3. Bai, X., F. Liu, and R. Du, "An alternating iterative hybrid beamforming method for millimeter wave large-scale antenna arrays," 2017 Progress In Electromagnetics Research Symposium - Fall (PIERS - FALL), 2769-2776, Singapore, Nov. 19–22, 2017.

4. Heath, R. W., N. González-Prelcic, Jr., S. Rangan, W. Roh, and A. M. Sayeed, "An overview of signal processing techniques for millimeter wave MIMO systems," IEEE Journal of Selected Topics in Signal Processing, Vol. 10, No. 3, 436-452, 2016.
doi:10.1109/JSTSP.2016.2523924

5. Rajashekar, R. and L. Hanzo, "Iterative matrix decomposition aided block diagonalization for mmwave multiuser MIMO systems," IEEE Transactions on Wireless Communications, Vol. 16, No. 3, 1372-1384, 2017.
doi:10.1109/TWC.2016.2628357

6. Liu, F., R. Du, X. Kan, and X. Wang, "W-LS-IR algorithm for hybrid precoding in wideband millimeter wave MIMO systems," Progress in Electromagnetics Research M, Vol. 72, 187-195, 2018.
doi:10.2528/PIERM18062803

7. Ayach, O. E., S. Rajagopal, S. Abu-Surra, Z. Pi, and R. W. Heath, "Spatially sparse precoding in millimeter wave MIMO systems," IEEE Transactions Wireless Communications, Vol. 13, No. 3, 1499-1513, 2014.
doi:10.1109/TWC.2014.011714.130846

8. Gao, X., L. Dai, S. Han, C.-L. I, and R. W. Heath, "Energy-efficient hybrid analog and digital precoding for mmwave MIMO systems with large antenna arrays," IEEE Journal on Selected Areas in Communications, Vol. 34, No. 4, 998-1009, 2016.
doi:10.1109/JSAC.2016.2549418

9. Alkhateeb, A., O. E. Ayach, G. Leus, and R. W. Heath, "Hybrid precoding for millimeter wave cellular systems with partial channel knowledge," IEEE Information Theory and Applications Workshop, 1-5, 2013.

10. Ni, W. and X. Dong, "Hybrid block diagonalization for massive multiuser MIMO systems," IEEE Transactions on Communications, Vol. 64, No. 1, 201-211, 2016.
doi:10.1109/TCOMM.2015.2502954

11. Méndez-Rial, R., C. Rusu, N. González-Prelcic, and R. W. Heath, "Dictionary-free hybrid precoders and combiners for mmwave MIMO systems," IEEE International Workshop on Signal Processing Advances in Wireless Communications, 151-155, 2016.

12. Chen, C. E., "An iterative hybrid transceiver design algorithm for millimeter wave MIMO systems," IEEE Wireless Communications Letters, Vol. 4, No. 3, 285-288, 2015.
doi:10.1109/LWC.2015.2409268

13. Sohrabi, F. and Y. Wei, "Hybrid digital and analog beamforming design for large-scale antenna arrays," IEEE Journal on Selected Topics in Signal Processing, Vol. 10, No. 3, 501-513, 2016.
doi:10.1109/JSTSP.2016.2520912

14. Sohrabi, F. and Y. Wei, "Hybrid digital and analog beamforming design for large-scale MIMO systems," IEEE International Conference on Acoustics, Speech and Signal Processing, 2929-2933, 2015.

15. Singh, J. and S. Ramakrishna, "On the feasibility of codebook-based beamforming in millimeter wave systems with multiple antenna arrays," IEEE Transactions on Wireless Communications, Vol. 14, No. 5, 2670-2683, 2015.
doi:10.1109/TWC.2015.2390637

16. Kim, C., T. Kim, and J.-Y. Seol, "Multi-beam transmission diversity with hybrid beamforming for MIMO-OFDM systems," IEEE Globecom Workshops, 61-65, 2013.

17. Yu, X., J. C. Shen, J. Zhang, and K. B. Letaief, "Alternating minimization algorithms for hybrid precoding in millimeter wave MIMO systems," IEEE Journal of Selected Topics in Signal Processing, Vol. 10, No. 3, 485-500, 2016.
doi:10.1109/JSTSP.2016.2523903

18. Park, S., A. Alkhateeb, and R. W. Heath, "Dynamic subarrays for hybrid precoding in wideband mmWave MIMO systems," IEEE Transactions on Wireless Communications, Vol. 16, No. 5, 2907-2920, 2017.
doi:10.1109/TWC.2017.2671869

19. Yu, X., J. Zhang, and K. B. Letaief, "Partially-connected hybrid precoding in mm-Wave systems with dynamic phase shifter networks," IEEE International Workshop on Signal Processing Advances in Wireless Communications, 129-133, 2017.

20. Méndez-Rial, R., C. Rusu, N. González-Prelcic, and R. W. Heath, "Hybrid MIMO architectures for millimeter wave communications: Phase Shifters or Switches?," IEEE Access, Vol. 4, 247-267, 2015.

21. Alkhateeb, A., O. E. Ayach, G. Leus, and R. W. Heath, "Channel estimation and hybrid precoding for millimeter wave cellular systems," IEEE Journal of Selected Topics in Signal Processing, Vol. 8, No. 5, 831-846, 2017.
doi:10.1109/JSTSP.2014.2334278

22. Balanis, C., Antenna Theory, Wiley, 1997.

23. Yu, X., J. Zhang, and K. B. Letaief, "A hardware-efficient analog network structure for hybrid precoding in millimeter wave systems," IEEE Journal of Selected Topics in Signal Processing, Vol. 12, No. 2, 282-297, 2018.
doi:10.1109/JSTSP.2018.2814009

24. Horn, R. A. and C. R. Johnson, Matrix Analysis, Cambridge University Press, 2012.
doi:10.1017/CBO9781139020411