Multiple Access in Cell-Free Networks: Outage Performance, Dynamic Clustering, and Deep Reinforcement Learning-Based Design

[1]  Jeffrey G. Andrews,et al.  Downlink performance and capacity of distributed antenna systems in a multicell environment , 2007, IEEE Transactions on Wireless Communications.

[2]  Ekram Hossain,et al.  Large-Scale NOMA: Promises for Massive Machine-Type Communication , 2019, ArXiv.

[3]  Eric Villier.  Performance analysis of optimum combining with multiple interferers in flat Rayleigh fading , 1999, IEEE Trans. Commun..

[4]  Victor C. M. Leung,et al.  Joint User Scheduling and Power Allocation Optimization for Energy-Efficient NOMA Systems With Imperfect CSI , 2017, IEEE Journal on Selected Areas in Communications.

[5]  Yikai Li,et al.  NOMA-Aided Cell-Free Massive MIMO Systems , 2018, IEEE Wireless Communications Letters.

[6]  Alister G. Burr,et al.  Cell-Free Massive MIMO with Limited Backhaul , 2018, 2018 IEEE International Conference on Communications (ICC).

[7]  Yao Zhang,et al.  Spectral Efficiency Maximization for Uplink Cell-Free Massive MIMO-NOMA Networks , 2019, 2019 IEEE International Conference on Communications Workshops (ICC Workshops).

[8]  David Silver,et al.  Deep Reinforcement Learning with Double Q-Learning , 2015, AAAI.

[9]  Stefano Buzzi,et al.  Cell-Free Massive MIMO: User-Centric Approach , 2017, IEEE Wireless Communications Letters.

[10]  Ranjan K. Mallik,et al.  Optimized diversity combining with imperfect channel estimation , 2006, IEEE Transactions on Information Theory.

[11]  Erik G. Larsson,et al.  Cell-Free Massive MIMO: Uniformly great service for everyone , 2015, 2015 IEEE 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

[12]  Emil Björnson,et al.  Dynamic Resource Allocation in Co-Located and Cell-Free Massive MIMO , 2019, IEEE Transactions on Green Communications and Networking.

[13]  Yuval Tassa,et al.  Continuous control with deep reinforcement learning , 2015, ICLR.

[14]  Alessio Zappone,et al.  User-Centric 5G Cellular Networks: Resource Allocation and Comparison With the Cell-Free Massive MIMO Approach , 2018, IEEE Transactions on Wireless Communications.

[15]  Chong-Yung Chi,et al.  QoS-Based Transmit Beamforming in the Presence of Eavesdroppers: An Optimized Artificial-Noise-Aided Approach , 2011, IEEE Transactions on Signal Processing.

[16]  Dong In Kim,et al.  Generalized Coordinated Multipoint (GCoMP)-Enabled NOMA: Outage, Capacity, and Power Allocation , 2019, IEEE Transactions on Communications.

[17]  Alister G. Burr,et al.  On the Uplink Max–Min SINR of Cell-Free Massive MIMO Systems , 2019, IEEE Transactions on Wireless Communications.

[18]  Graham R. Wood,et al.  The bisection method in higher dimensions , 1992, Math. Program..

[19]  Yongbin Wei,et al.  A survey on 3GPP heterogeneous networks , 2011, IEEE Wireless Communications.

[20]  Michael S. Berger,et al.  Cloud RAN for Mobile Networks—A Technology Overview , 2015, IEEE Communications Surveys & Tutorials.

[21]  Guillem Femenias,et al.  Cell-Free Millimeter-Wave Massive MIMO Systems With Limited Fronthaul Capacity , 2019, IEEE Access.

[22]  Shi Jin,et al.  Channel Estimation for Cell-Free mmWave Massive MIMO Through Deep Learning , 2019, IEEE Transactions on Vehicular Technology.

[23]  Emil Björnson,et al.  Prospective Multiple Antenna Technologies for Beyond 5G , 2020, IEEE Journal on Selected Areas in Communications.

[24]  F. E. Satterthwaite.  An approximate distribution of estimates of variance components. , 1946, Biometrics.

[25]  Erik G. Larsson,et al.  Scalability Aspects of Cell-Free Massive MIMO , 2019, ICC 2019 - 2019 IEEE International Conference on Communications (ICC).

[26]  Rudolf H. Riedi.  An Introduction to Statistical Signal Processing , 2006 .

[27]  Emil Björnson,et al.  Making Cell-Free Massive MIMO Competitive With MMSE Processing and Centralized Implementation , 2019, IEEE Transactions on Wireless Communications.

[28]  R.C. Johnson,et al.  Introduction to adaptive arrays , 1982, Proceedings of the IEEE.

[29]  Erik G. Larsson,et al.  Massive MIMO for next generation wireless systems , 2013, IEEE Communications Magazine.

[30]  Peter J. Smith,et al.  Exact Performance Analysis of Optimum Combining With Multiple Interferers in Flat Rayleigh Fading , 2007, IEEE Transactions on Communications.

[31]  Amr M. Youssef,et al.  Ultra-Dense Networks: A Survey , 2016, IEEE Communications Surveys & Tutorials.

[32]  Lajos Hanzo,et al.  Cell-Free Massive MIMO: A New Next-Generation Paradigm , 2019, IEEE Access.

[33]  Rasoul Nikbakht,et al.  Unsupervised-Learning Power Control for Cell-Free Wireless Systems , 2019, 2019 IEEE 30th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC).

[34]  Shane Legg,et al.  Human-level control through deep reinforcement learning , 2015, Nature.

[35]  Emil Björnson,et al.  Centralized and Distributed Power Allocation for Max-Min Fairness in Cell-Free Massive MIMO , 2019, 2019 53rd Asilomar Conference on Signals, Systems, and Computers.

[36]  David Gesbert,et al.  A Coordinated Approach to Channel Estimation in Large-Scale Multiple-Antenna Systems , 2012, IEEE Journal on Selected Areas in Communications.

[37]  Guy Lever,et al.  Deterministic Policy Gradient Algorithms , 2014, ICML.

[38]  Ekram Hossain,et al.  The D-OMA Method for Massive Multiple Access in 6G: Performance, Security, and Challenges , 2019, IEEE Vehicular Technology Magazine.

[39]  Emil Björnson,et al.  Ubiquitous cell-free Massive MIMO communications , 2018, EURASIP Journal on Wireless Communications and Networking.

[40]  Klaus David,et al.  6G Vision and Requirements: Is There Any Need for Beyond 5G? , 2018, IEEE Vehicular Technology Magazine.

[41]  Shree Krishna Sharma,et al.  Quantum Machine Learning for 6G Communication Networks: State-of-the-Art and Vision for the Future , 2019, IEEE Access.

[42]  Satoshi Nagata,et al.  Coordinated multipoint transmission and reception in LTE-advanced: deployment scenarios and operational challenges , 2012, IEEE Communications Magazine.

[43]  Erik G. Larsson,et al.  Cell-Free Massive MIMO Versus Small Cells , 2016, IEEE Transactions on Wireless Communications.

[44]  Qing Wang,et al.  Wireless network cloud: Architecture and system requirements , 2010, IBM J. Res. Dev..

[45]  Alister G. Burr,et al.  On the Performance of Cell-Free Massive MIMO Relying on Adaptive NOMA/OMA Mode-Switching , 2020, IEEE Transactions on Communications.

[46]  Yeheskel Bar-Ness,et al.  Diversity combining with imperfect channel estimation , 2005, IEEE Transactions on Communications.

[47]  Vincent K. N. Lau,et al.  Joint BS-User Association, Power Allocation, and User-Side Interference Cancellation in Cell-free Heterogeneous Networks , 2017, IEEE Transactions on Signal Processing.

[48]  Jing Wang,et al.  Distributed wireless communication system: a new architecture for future public wireless access , 2003, IEEE Commun. Mag..