Prerequisites & Notation

Before You Begin

This chapter introduces the cell-free massive MIMO paradigm. We assume fluency with the following topics. If any item feels unfamiliar, revisit the linked material before proceeding.

  • Channel hardening and favorable propagation in massive MIMO(Review ch01)

    Self-check: Can you state the channel hardening law and explain why 1NtHkHHk1\frac{1}{N_t} \mathbf{H}_{k}^{H} \mathbf{H}_{k} \to 1 as NtN_t \to \infty?

  • Linear precoding: MRT, ZF, MMSE(Review ch06)

    Self-check: Can you write the ZF precoder W=H(HHH)1\mathbf{W} = \mathbf{H}(\mathbf{H}^{H} \mathbf{H})^{-1} and explain when it is near-optimal?

  • Achievable rate analysis with the UatF bound(Review ch04)

    Self-check: Can you derive a closed-form rate expression using the use-and-then-forget technique?

  • Pilot contamination and its impact on channel estimation(Review ch03)

    Self-check: Can you explain why non-orthogonal pilots across cells cause an estimation floor that does not vanish with NtN_t?

  • Multi-cell cooperation and CoMP basics

    Self-check: Can you describe Joint Transmission and Coordinated Scheduling as CoMP strategies? (See Telecom Ch. 24.6.)

Notation for This Chapter

Symbols introduced or specialized in this chapter. See the NGlobal Notation Table master table for general conventions.

SymbolMeaningIntroduced
LLNumber of access points (APs) in the cell-free networks03
KKNumber of users served simultaneouslys01
NNNumber of antennas per AP (often N=1N = 1 in the canonical cell-free model)s03
Hlk\mathbf{H}_{lk}Channel vector from AP ll to user kk, HlkCN\mathbf{H}_{lk} \in \mathbb{C}^Ns03
βlk\beta_{lk}Large-scale fading coefficient between AP ll and user kks03
H^lk\hat{\mathbf{H}}_{lk}MMSE estimate of Hlk\mathbf{H}_{lk} at AP lls03
γlk\gamma_{lk}Mean-square channel estimation quality: γlk=E[H^lk2]/N\gamma_{lk} = \mathbb{E}[\|\hat{\mathbf{H}}_{lk}\|^2] / Ns04
ηk\eta_kPower control coefficient for user kk (downlink)s04
SINRkcell\text{SINR}_k^{\text{cell}}Downlink SINR of user kk in a conventional cellular networks01
SINRkcf\text{SINR}_k^{\text{cf}}Downlink SINR of user kk in the cell-free architectures04
RkR_kAchievable downlink rate for user kk (bits/s/Hz)s01