skip to main content
10.1145/2348543.2348553acmconferencesArticle/Chapter ViewAbstractPublication PagesmobicomConference Proceedingsconference-collections
research-article

Argos: practical many-antenna base stations

Published:22 August 2012Publication History

ABSTRACT

Multi-user multiple-input multiple-output theory predicts manyfold capacity gains by leveraging many antennas on wireless base stations to serve multiple clients simultaneously through multi-user beamforming (MUBF). However, realizing a base station with a large number antennas is non-trivial, and has yet to be achieved in the real-world. We present the design, realization, and evaluation of Argos, the first reported base station architecture that is capable of serving many terminals simultaneously through MUBF with a large number of antennas (M >> 10). Designed for extreme flexibility and scalability, Argos exploits hierarchical and modular design principles, properly partitions baseband processing, and holistically considers real-time requirements of MUBF. Argos employs a novel, completely distributed, beamforming technique, as well as an internal calibration procedure to enable implicit beamforming with channel estimation cost independent of the number of base station antennas. We report an Argos prototype with 64 antennas and capable of serving 15 clients simultaneously. We experimentally demonstrate that by scaling from 1 to 64 antennas the prototype can achieve up to 6.7 fold capacity gains while using a mere 1/64th of the transmission power.

References

  1. 3GPP Release 9. www.3gpp.org/Release-9.Google ScholarGoogle Scholar
  2. IEEE 802.11ac. mentor.ieee.org.Google ScholarGoogle Scholar
  3. InfiniBand. www.infinibandta.org.Google ScholarGoogle Scholar
  4. Rice University Wireless Open Access Research Platform.warp.rice.edu.Google ScholarGoogle Scholar
  5. E. Aryafar, N. Anand, T. Salonidis, and E. Knightly. Design and experimental evaluation of multi-user beamforming in Wireless LANs. In Proc. ACM MobiCom, Chicago, Illinois, Sept. 2010. Google ScholarGoogle ScholarDigital LibraryDigital Library
  6. A. Bourdoux, B. Come, and N. Khaled. Non-reciprocal transceivers in OFDM/SDMA systems: impact and mitigation. InProc. IEEE RAWCON, 2003.Google ScholarGoogle ScholarCross RefCross Ref
  7. Cisco Inc. Cisco visual networking index: Global mobile data traffic forecast update, 2011-2016.cisco.com/en/US/solutions/collateral/ns341/ns525/ns537/ns705/ns827/white_paper_c11-520862.html.Google ScholarGoogle Scholar
  8. C. Dick, F. Harris, M. Pajic, and D. Vuletic. Implementing a real-time beamformer on an FPGA platform.Xcell J., 2007.Google ScholarGoogle Scholar
  9. D. Gesbert, M. Kountouris, R.W. Heath, C. Chae, and T. Salzer. Shifting the MIMO paradigm.IEEE Signal Processing Magazine, 2007.Google ScholarGoogle Scholar
  10. M. Guillaud, D.T.M. Slock, and R. Knopp. A practical method for wireless channel reciprocity exploitation through relative calibration. In Proc. IEEE ISSPA, 2005.Google ScholarGoogle ScholarCross RefCross Ref
  11. Y. Hara, Y. Yano, and H. Kubo. Antenna array calibration using frequency selection in OFDMA/TDD systems. InProc. IEEE GLOBECOM, 2008.Google ScholarGoogle ScholarCross RefCross Ref
  12. J. Hoydis, S. ten Brink, and M. Debbah. Massive MIMO: How many antennas do we need? arXiv:1107.1709v2 {cs.IT}, 2011.Google ScholarGoogle Scholar
  13. H. Huh, G. Caire, H.C. Papadopoulos, and S.A. Ramprashad. Achieving large spectral efficiency with TDD and not-so-many base-station antennas. IEEE-APS Topical Conf. on APWC, 2011.Google ScholarGoogle ScholarCross RefCross Ref
  14. J. Koppenborg, H. Halbauer, S. Saur, and C. Hoek. 3D beamforming trials with an active antenna array. In Int. Workshop on Smart Antennas, 2012.Google ScholarGoogle ScholarCross RefCross Ref
  15. T.K.Y. Lo. Maximum ratio transmission. IEEE Trans. on Communications, 1999.Google ScholarGoogle Scholar
  16. T.L. Marzetta. How much training is required for multiuser MIMO? In Proc. IEEE ACSSC, 2006.Google ScholarGoogle ScholarCross RefCross Ref
  17. T.L. Marzetta. Noncooperative cellular wireless with unlimited numbers of base station antennas.IEEE Trans. on Wireless Communications, 2010. Google ScholarGoogle ScholarDigital LibraryDigital Library
  18. Maxim. Single-/dual-band 802.11a/b/g world-band transceiver ICs.datasheets.maxim-ic.com/en/ds/MAX2828-MAX2829.pdf.Google ScholarGoogle Scholar
  19. H. Ngo, E. Larsson, and T.L. Marzetta. Energy and spectral efficiency of very large multiuser MIMO systems. IEEE Trans. on Communications, 2011.Google ScholarGoogle Scholar
  20. F. Rusek, D. Persson, B. Lau, E. Larsson, T.L. Marzetta, O. Edfors, and F. Tufvesson. Scaling up MIMO: Opportunities and challenges with very large arrays.arXiv:1201.3210v1 {cs.IT}, 2011.Google ScholarGoogle Scholar
  21. A. Amiri Sani, L. Zhong, and A. Sabharwal. Directional antenna diversity for mobile devices: Characterizations and solutions. InProc. ACM MobiCom, 2010. Google ScholarGoogle ScholarDigital LibraryDigital Library
  22. C. Shepard. Argos: Practical base stations with large-scale multi-user beamforming. Master's thesis, Rice University, April 2012. Available at: clay.rice.edu/pubs/MasterThesis.pdf.Google ScholarGoogle Scholar
  23. J. Shi, Q. Luo, and M. You. An efficient method for enhancing TDD over the air reciprocity calibration. In Proc. IEEE WCNC, 2011.Google ScholarGoogle ScholarCross RefCross Ref
  24. D. Tse and P. Viswanath. Fundamentals of Wireless Communication. Cambridge University Press, 2005. Google ScholarGoogle ScholarDigital LibraryDigital Library
  25. Xilinx Inc. 7 Series FPGAs Overview. xilinx.com/support/documentation/data_sheets/ds180_7Series_Overview.pdf.Google ScholarGoogle Scholar
  26. Xilinx Inc. Virtex-II Pro and Virtex-II Pro X Platform FPGAs: Introduction and Overview.xilinx.com/support/documentation/data_sheets/ds083.pdf.Google ScholarGoogle Scholar
  27. H. Yu, L. Zhong, A. Sabharwal, and D. Kao. Beamforming on mobile devices: A first study. In Proc. ACM MobiCom, 2011. Google ScholarGoogle ScholarDigital LibraryDigital Library

Index Terms

  1. Argos: practical many-antenna base stations

      Recommendations

      Comments

      Login options

      Check if you have access through your login credentials or your institution to get full access on this article.

      Sign in
      • Published in

        cover image ACM Conferences
        Mobicom '12: Proceedings of the 18th annual international conference on Mobile computing and networking
        August 2012
        484 pages
        ISBN:9781450311595
        DOI:10.1145/2348543

        Copyright © 2012 ACM

        Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

        Publisher

        Association for Computing Machinery

        New York, NY, United States

        Publication History

        • Published: 22 August 2012

        Permissions

        Request permissions about this article.

        Request Permissions

        Check for updates

        Qualifiers

        • research-article

        Acceptance Rates

        Overall Acceptance Rate440of2,972submissions,15%

      PDF Format

      View or Download as a PDF file.

      PDF

      eReader

      View online with eReader.

      eReader