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research-article

Consistently High MIMO Rates via Switched-Beam Antennas

Published: 01 October 2018 Publication History

Abstract

The demand for wireless bandwidth is rising to unprecedented levels. The industry has responded with the inclusion of advanced PHY techniques, most notably multi-user MU MIMO, in the most recent Wi-Fi and LTE standards. However, despite the theoretical promise for large multiplexing gains, in practice the rate gains are modest due to a combination of large overhead to collect channel state information and not-so-well-conditioned channel matrices. In this paper, we propose to replace omni-directional antennas with inexpensive switched-beam antennas to produce well-conditioned channel matrices for MU-MIMO purposes with very low overhead. Remarkably, the experimental results with both software-defined radios and commercial Wi-Fi chipsets show that, when appropriate antenna modes are used, this leads to a $3.5\times-5\times $ average throughput improvement in indoor environments. What is more, our backward compatible protocol extension coupled with an efficient algorithm to select appropriate antenna modes, achieve the aforementioned gains with almost zero overhead.

References

[1]
V. Erceg, P. Soma, D. S. Baum, and A. J. Paulraj, "Capacity obtained from multiple-input multiple-output channel measurements in fixed wireless environments at 2.5 GHz," in Proc. ICC, Apr./May 2002, pp. 396-400.
[2]
Mimo Performance and Condition Number in LTE Test, Agilent Technol., Santa Clara, CA, USA, 2009.
[3]
T. Yoo and A. Goldsmith, "On the optimality of multiantenna broadcast scheduling using zero-forcing beamforming," IEEE J. Sel. Areas Commun., vol. 24, no. 3, pp. 528-541, Mar. 2006.
[4]
T. Yoo, N. Jindal, and A. Goldsmith, "Multi-antenna downlink channels with limited feedback and user selection," IEEE J. Sel. Areas Commun., vol. 25, no. 7, pp. 1478-1491, Sep. 2007.
[5]
A. Adhikary, J. Nam, J.-Y. Ahn, and G. Caire, "Joint spatial division and multiplexing--The large-scale array regime," IEEE Trans. Inf. Theory, vol. 59, no. 10, pp. 6441-6463, Oct. 2013.
[6]
X. Xie et al., "Hekaton: Efficient and practical large-scale MIMO," in Proc. MobiCom, 2015, pp. 304-316.
[7]
D. Parker and D. C. Zimmermann, "Phased arrays--Part II: Implementations, applications, and future trends," IEEE Trans. Microw. Theory Techn., vol. 50, no. 3, pp. 688-698, Mar. 2002.
[8]
W.-R. Li, C.-Y. Chu, K.-H. Lin, and S.-F. Chang, "Switched-beam antenna based on modified butler matrix with low sidelobe level," Electron. Lett., vol. 40, no. 5, pp. 290-292, Mar. 2004.
[9]
G. Cerri, R. De Leo, V. M. Primiani, C. Monteverde, and P. Russo, "Design and prototyping of a switching beam disc antenna for wideband communications," IEEE Trans. Antennas Propag., vol. 54, no. 12, pp. 3721-3726, Dec. 2006.
[10]
M.-I. Lai, T.-Y. Wu, J.-C. Hsieh, C.-H. Wang, and S.-K. Jeng, "Compact switched-beam antenna employing a four-element slot antenna array for digital home applications," IEEE Trans. Antennas Propag., vol. 56, no. 9, pp. 2929-2936, Sep. 2008.
[11]
A. R. Lopez, "Performance predictions for cellular switched-beam intelligent antenna systems," IEEE Commun. Mag., vol. 34, no. 10, pp. 152-154, Oct. 1996.
[12]
M.-J. Ho, G. L. Stuber, and M. D. Austin, "Performance of switched-beam smart antennas for cellular radio systems," IEEE Trans. Veh. Technol., vol. 47, no. 1, pp. 10-19, Feb. 1998.
[13]
A. Michaloliakos, W. C. Ao, K. Psounis, and Y. Zhang, "Asynchronously coordinated multi-timescale beamforming architecture for multi-cell networks," IEEE/ACM Trans. Netw., vol. 26, no. 1, pp. 61-75, Feb. 2018.
[14]
Ruckus Wireless. (2015). White Paper: BeamFlex, 11AC Wave 2 and MIMO. [Online]. Available: https://www.ruckuswireless.com/technology/beamflex
[15]
D. Tse and P. Viswanath, Fundamentals of Wireless Communication. Cambridge, U.K.: Cambridge Univ. Press, 2005.
[16]
H. V. Balan, R. Rogalin, A. Michaloliakos, K. Psounis, and G. Caire, "AirSync: Enabling distributed multiuser MIMO with full spatial multiplexing," IEEE/ACM Trans. Netw., vol. 21, no. 6, pp. 1681-1695, Dec. 2013.
[17]
T. H. Kim, T. Salonidis, and H. Lundgren, "MIMO wireless networks with directional antennas in indoor environments," in Proc. INFOCOM, Mar. 2012, pp. 2941-2945.
[18]
C. Kong et al., "VSMC MIMO: A spectral efficient scheme for cooperative relay in cognitive radio networks," in Proc. INFOCOM, Apr./May 2015, pp. 2137-2145.
[19]
Y. Yan et al., "ZIMO: Building cross-technology MIMO to harmonize zigbee smog with WiFi flash without intervention," in Proc. MobiCom, 2013, pp. 465-476.
[20]
S. Gollakota, S. D. Perli, and D. Katabi, "Interference alignment and cancellation," in Proc. SIGCOMM, Aug. 2009, pp. 159-170.
[21]
D. Bharadia and S. Katti, "Full duplex MIMO radios," in Proc. USENIX NSDI, 2014, p. A3.
[22]
H. Qiu, K. Psounis, G. Caire, K. M. Chugg, and K. Wang, "High-rate WiFi broadcasting in crowded scenarios via lightweight coordination of multiple access points," in Proc. MobiHoc, 2016, pp. 301-310.
[23]
M. Matthaiou, D. I. Laurenson, and C.-X. Wang, "On analytical derivations of the condition number distributions of dual non-central wishart matrices," IEEE Trans. Wireless Commun., vol. 8, no. 3, pp. 1212-1217, Mar. 2009.
[24]
Y. Zhang and K. Psounis, "Efficient MU-MIMO via switched-beam antennas," in Proc. 18th ACM Int. Symp. Mobile Ad Hoc Netw. Comput., 2017, p. 11.
[25]
G. Dimic and N. D. Sidiropoulos, "On downlink beamforming with greedy user selection: Performance analysis and a simple new algorithm," IEEE Trans. Signal Process., vol. 53, no. 10, pp. 3857-3868, Oct. 2005.
[26]
A. Michaloliakos, R. Rogalin, V. Balan, K. Psounis, and G. Caire, "Efficient MAC for distributed multiuser MIMO systems," in Proc. WONS, Mar. 2013, pp. 52-59.
[27]
A. Adhikary and G. Caire, "JSDM and multi-cell networks: Handling inter-cell interference through long-term antenna statistics," in Proc. 48th Asilomar Conf. Signals, Syst. Comput., Nov. 2014, pp. 649-655.
[28]
J. Wang, H. Zhu, L. Dai, N. J. Gomes, and J. Wang, "Low-complexity beam allocation for switched-beam based multiuser massive MIMO systems," IEEE Trans. Wireless Commun., vol. 15, no. 12, pp. 8236-8248, Dec. 2016.
[29]
E. Bjornson, D. Hammarwall, and B. Ottersten, "Exploiting quantized channel norm feedback through conditional statistics in arbitrarily correlated MIMO systems," IEEE Trans. Signal Process., vol. 57, no. 10, pp. 4027-4041, Oct. 2009.
[30]
M. Matthaiou, M. R. Mckay, P. J. Smith, and J. A. Nossek, "On the condition number distribution of complex wishart matrices," IEEE Trans. Commun., vol. 58, no. 6, pp. 1705-1717, Jun. 2010.
[31]
D. A. Belsley, E. Kuh, and R. E. Welsch, Regression Diagnostics: Identifying Influential Data and Sources of Collinearity. Hoboken, NJ, USA: Wiley, 2005.
[32]
R. Rogalin et al., "Scalable synchronization and reciprocity calibration for distributed multiuser MIMO," IEEE Trans. Wireless Commun., vol. 13, no. 4, pp. 1815-1831, Apr. 2014.
[33]
E. Björnson, M. Kountouris, M. Bengtsson, and B. Ottersten, "Receive combining vs. Multi-stream multiplexing in downlink systems with multi-antenna users," IEEE Trans. Signal Process., vol. 61, no. 13, pp. 3431-3446, Jul. 2013.
[34]
A. Balachandran, G. M. Voelker, P. Bahl, and P. V. Rangan, "Characterizing user behavior and network performance in a public wireless LAN," in Proc. SIGMETRICS, 2002, pp. 195-205.
[35]
D. Tang and M. Baker, "Analysis of a local-area wireless network," in Proc. MobiCom, 2000, pp. 1-10.
[36]
M. Balazinska and P. Castro, "Characterizing mobility and network usage in a corporate wireless local-area network," in Proc. MobiSys, 2003, pp. 303-316.
[37]
A. Çivril and M. Magdon-Ismail, "On selecting a maximum volume submatrix of a matrix and related problems," Theor. Comput. Sci., vol. 410, nos. 47-49, pp. 4801-4811, 2009.
[38]
G. H. Golub and C. F. Van Loan, Matrix Computations, 3rd ed. Baltimore, MD, USA: JHU Press, 1996.
[39]
M. Kane and B. W. Lewis. (2014). SVD Subset Selection. [Online]. Available: http://bwlewis.github.io/GLM/svdss.html
[40]
A. F. Molisch, Wireless Communications. Hoboken, NJ, USA: Wiley, 2007.
[41]
Adant Tech. Inc. (2016). Adant Star160 (White Paper). [Online]. Available: www.adant.com
[42]
A. Pyzara, B. Bylina, and J. Bylina, "The influence of a matrix condition number on iterative methods' convergence," in Proc. FedCSIS, Sep. 2011, pp. 459-464.
[43]
K. Wang and K. Psounis, "Scheduling and resource allocation in 802.11ax," in Proc. IEEE INFOCOM, Holonulu, HI, USA, Apr. 2018, pp. 1-9.
[44]
Aruba Networks. (2014). 802.11ac In-Depth (White Paper). [Online]. Available: http://www.arubanetworks.com/pdf/technology/whitepapers/WP_80211acInDep%th.pdf
[45]
T. Vanhatupa, "Wi-Fi capacity analysis for 802.11ac and 802.11n: Theory & practice," Ekahau Inc, Reston, VA, USA, Tech. Rep., 2013.
  1. Consistently High MIMO Rates via Switched-Beam Antennas

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    cover image IEEE/ACM Transactions on Networking
    IEEE/ACM Transactions on Networking  Volume 26, Issue 5
    October 2018
    423 pages

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    IEEE Press

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    Published: 01 October 2018
    Published in TON Volume 26, Issue 5

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