Part 4: MIMO Theory and Systems

Chapter 18: Massive MIMO

Advanced~130 min

Learning Objectives

  • Define channel hardening and prove that the normalised channel gain concentrates around its mean as the number of antennas grows
  • Explain favourable propagation and prove asymptotic orthogonality of user channels under i.i.d. Rayleigh fading
  • Derive achievable uplink and downlink rates with MR, ZF, and MMSE processing using the use-and-then-forget bound
  • Analyse pilot contamination as the fundamental bottleneck of multi-cell massive MIMO and quantify the resulting rate ceiling
  • Formulate and solve the max-min fairness power control problem for massive MIMO with matched-filter processing
  • Compare cell-free massive MIMO with co-located deployments in terms of coverage uniformity and 95%-likely per-user rate
  • Evaluate the energy efficiency of massive MIMO systems and determine the optimal number of antennas that maximises bits per joule

Sections

Prerequisites

💬 Discussion

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