References & Further Reading

References

  1. 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.

  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.

  3. 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.

  4. 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.

  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.

  6. 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.

  7. 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.

  8. 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.

  9. 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.

  10. 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.

  11. 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.

  12. 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.