References & Further Reading
References
- H. Q. Ngo, A. Ashikhmin, H. Yang, E. G. Larsson, and T. L. Marzetta, Cell-Free Massive MIMO Versus Small Cells, 2017
The founding cell-free massive MIMO paper. Derives achievable rates under conjugate beamforming and introduces max-min fair power control. The 95%-likely rate comparison with small cells is the benchmark reproduced in Section 15.2.
- O. T. Demir, E. Bjornson, and L. Sanguinetti, Foundations of User-Centric Cell-Free Massive MIMO, 2021
The definitive monograph on cell-free massive MIMO. Chapters 5-7 derive the SE expressions under all four cooperation levels and provide the energy efficiency framework used in Sections 15.1 and 15.4.
- E. Bjornson and L. Sanguinetti, Scalable Cell-Free Massive MIMO Systems, 2020
Defines the scalability framework and the user-centric clustering approach. The LLSF clustering algorithm and the bounded per-AP complexity model are central to the practical SE analysis in Sections 15.1-15.3.
- H. Q. Ngo, G. Caire, A. Ashikhmin, and E. G. Larsson, Ultra-Dense Cell-Free Massive MIMO for 6G, 2024
CommIT contribution: invited overview of ultra-dense cell-free deployment for 6G. Covers AP density optimization, fronthaul architecture, energy efficiency, and the convergence of cell-free with O-RAN. The primary reference for Section 15.5.
- E. Bjornson, J. Hoydis, and L. Sanguinetti, Massive MIMO Networks: Spectral, Energy, and Hardware Efficiency, 2017
Comprehensive massive MIMO monograph. Chapter 5 derives the energy efficiency framework and power consumption model that we adapt for cell-free systems in Section 15.4.
- G. Interdonato, E. Bjornson, H. Q. Ngo, P. Frenger, and E. G. Larsson, Ubiquitous Cell-Free Massive MIMO Communications, 2019
Tutorial and survey covering the full cell-free system model, pilot assignment, power control, and deployment considerations. The practical deployment discussion informs Section 15.5.
- S. Buzzi and C. D'Andrea, Cell-Free Massive MIMO: User-Centric Approach, 2017
One of the first user-centric cell-free papers. The SE analysis under user-centric clustering informs the comparison framework in Section 15.2.
- I. Atzeni, B. Gouda, and E. Bjornson, Distributed Precoding Design via Over-the-Air Signaling, 2021
Proposes distributed precoding for cell-free systems that avoids centralized processing. The over-the-air signaling scheme provides a practical alternative to fronthaul-intensive centralized MMSE.
- T. L. Marzetta, E. G. Larsson, H. Yang, and H. Q. Ngo, Fundamentals of Massive MIMO, Cambridge University Press, 2016
The first massive MIMO textbook. Chapters 3-4 on achievable rates and power scaling laws provide the baseline against which cell-free performance is measured.
- Z. Chen and E. Bjornson, Channel Hardening and Favorable Propagation in Cell-Free Massive MIMO with Stochastic Geometry, 2018
Stochastic geometry analysis of channel hardening and favorable propagation in cell-free networks. Validates the UatF bound under random AP placement.
- F. Gottsch, G. Li, and G. Caire, Joint Fronthaul Load Balancing and Computation Resource Allocation, 2023
CommIT contribution on fronthaul-aware resource allocation for cell-free systems. The power consumption model and fronthaul load balancing inform the energy efficiency analysis in Section 15.4.
- E. Bjornson and L. Sanguinetti, Making Cell-Free Massive MIMO Competitive with MMSE Processing and Centralized Implementation, 2020
Demonstrates that MMSE processing dramatically improves cell-free SE over conjugate beamforming. Introduces the Level 1-4 cooperation framework used throughout this chapter.
Further Reading
For readers who want to go deeper into specific topics from this chapter.
Complete cell-free massive MIMO theory
Demir, Bjornson, and Sanguinetti, *Foundations of User-Centric Cell-Free Massive MIMO*, 2021
The 310-page monograph covers SE analysis, power control, energy efficiency, and scalable implementations in full mathematical detail. Freely available online.
Energy efficiency in massive MIMO
Bjornson, Hoydis, and Sanguinetti, *Massive MIMO Networks*, Ch. 5, 2017
Derives the power consumption model and EE optimization framework that we adapt for cell-free systems. Essential for understanding Section 15.4.
Stochastic geometry for cell-free analysis
Chen and Bjornson, 'Channel Hardening and Favorable Propagation,' IEEE Trans. Commun., 2018
Provides the rigorous spatial analysis tools for validating cell-free performance under random AP deployments.
Ultra-dense networks and 6G architecture
Ngo, Caire, Ashikhmin, and Larsson, 'Ultra-Dense Cell-Free Massive MIMO for 6G,' IEEE Commun. Mag., 2024
The CommIT contribution covering the full 6G vision for cell-free deployment. Directly complements Section 15.5.
Distributed precoding without centralized processing
Atzeni, Gouda, and Bjornson, 'Distributed Precoding via Over-the-Air Signaling,' IEEE TWC, 2021
Shows how distributed precoding can approach centralized MMSE performance without fronthaul, an important practical alternative.