• DocumentCode
    1789863
  • Title

    Interference due to null space mismatch in cooperative multipoint MIMO cellular networks

  • Author

    Manolakos, Alexandros ; Noam, Yair ; Goldsmith, Andrea J.

  • Author_Institution
    Dept. of Electr. Eng., Stanford Univ., Stanford, CA, USA
  • fYear
    2014
  • fDate
    10-14 June 2014
  • Firstpage
    5148
  • Lastpage
    5153
  • Abstract
    Cooperative Multi-Point (CoMP) has emerged as a new paradigm to improve both average cell and cell edge throughput in cellular networks. However, the performance is significantly degraded due to Out-of-Group Interference (OGI). One way to mitigate OGI is to restrict the interfering signal to lie inside the null space of the unintended receiver. Yet, accurately tracking this null space is a challenge in time-varying channels. In this work, we address the effect of null space variations on the OGI mitigation. A measure for accuracy of null space estimates is proposed and bounds are derived on the residual average worst-case interference. We define the Null Space Update Rate as the inverse of the Null Space Coherence Time; i.e., the time it takes a null space estimate to become outdated relative to an interference threshold on the unintended receiver. In the case of Rayleigh fading channels, we derive a bound on the Null Space Coherence Time in closed form, and compare the performance of a given null space tracking algorithm against this bound. Both Monte Carlo simulations and the analytical bounds show that the worst-case interference levels are sensitive to null space variations, independent of the null space learning algorithm employed.
  • Keywords
    MIMO communication; Monte Carlo methods; Rayleigh channels; cellular radio; interference; CoMP; Monte Carlo simulations; OGI; Rayleigh fading channels; cooperative multipoint MIMO cellular networks; interference threshold; null space coherence time; null space learning algorithm; null space mismatch; null space tracking algorithm; null space update rate; null space variations; out-of-group interference; residual average worst-case interference; time-varying channels; Coherence; Interference; Measurement; Null space; Rayleigh channels; Wireless communication; Cooperative Multi-point communications; MIMO; Null Space Coherence Time; Null Space Mismatch; Out of Group interference mitigation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (ICC), 2014 IEEE International Conference on
  • Conference_Location
    Sydney, NSW
  • Type

    conf

  • DOI
    10.1109/ICC.2014.6884138
  • Filename
    6884138