Enabling Cell-Free Massive MIMO Systems with Wireless Millimeter Wave Fronthaul

Cell-free massive MIMO systems have promising data rate and uniform coverage gains. These systems, however, typically rely on optical fiber based fronthaul for the communication between the central processing unit (CPU) and the distributed access points (APs), which increases the infrastructure cost, leads to high installation time, and limits the deployment flexibility and adaptability. To address these challenges, this paper proposes two architectures for cell-free massive MIMO systems based on wireless fronthaul that is operating at a higher-band compared to the access links: (i) A wireless-only fronthaul architecture where the CPU has a wireless fronthaul link to each AP, and (ii) a mixed-fronthaul architecture where the CPU has a wireless link to each cluster of APs that are connected together via optical fibers. These dual-band architectures ensure high-data rate fronthaul and provide high capability to synchronize the distributed APs. Further, the wireless fronthaul reduces the infrastructure cost and installation time, and enhances the flexibility, adaptability, and scalability of the network deployment. To investigate the achievable data rates with the proposed architectures, we formulate the end-to-end data rate optimization problem accounting for the various practical aspects of the fronthaul and access links. Then, we develop a low-complexity yet efficient joint beamforming and resource allocation solution for the proposed architectures based on user-centric AP grouping. With this solution, we show that the proposed architectures can achieve comparable data rates to those obtained with optical fiber-based fronthaul under realistic assumptions on the fronthaul bandwidth, hardware constraints, and deployment scenarios. This highlights a promising path for realizing the cell-free massive MIMO gains in practice while reducing the infrastructure and deployment overhead.

[1]  Zhibo Pang,et al.  Precise Clock Synchronization in High Performance Wireless Communication for Time Sensitive Networking , 2018, IEEE Access.

[2]  Cunqing Hua,et al.  Joint Beamformer Design for Wireless Fronthaul and Access Links in C-RANs , 2018, IEEE Transactions on Wireless Communications.

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

[4]  S. Venkatesan,et al.  Network MIMO: Overcoming Intercell Interference in Indoor Wireless Systems , 2007, 2007 Conference Record of the Forty-First Asilomar Conference on Signals, Systems and Computers.

[5]  Jyh-Horng Wen,et al.  Improved Analog Beamformer Design for Millimeter-Wave Multicast Transmission With Large Antenna Arrays , 2020, IEEE Communications Letters.

[6]  Rui Zhang,et al.  Joint Millimeter-Wave Fronthaul and OFDMA Resource Allocation in Ultra-Dense CRAN , 2016, IEEE Transactions on Communications.

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

[8]  Muhammad Alrabeiah,et al.  Neural Networks Based Beam Codebooks: Learning mmWave Massive MIMO Beams That Adapt to Deployment and Hardware , 2020, IEEE Transactions on Communications.

[9]  Xiaohu You,et al.  Spectral Efficiency of Distributed MIMO Systems , 2013, IEEE Journal on Selected Areas in Communications.

[10]  Theodore S. Rappaport,et al.  Millimeter Wave Mobile Communications for 5G Cellular: It Will Work! , 2013, IEEE Access.

[11]  Ahmed Alkhateeb,et al.  Deep Learning for Direct Hybrid Precoding in Millimeter Wave Massive MIMO Systems , 2019, 2019 53rd Asilomar Conference on Signals, Systems, and Computers.

[12]  Giuseppe Caire,et al.  Scalable Synchronization and Reciprocity Calibration for Distributed Multiuser MIMO , 2013, IEEE Transactions on Wireless Communications.

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

[14]  Shouyi Yang,et al.  Small Cell Cluster-Based Resource Allocation for Wireless Backhaul in Two-Tier Heterogeneous Networks With Massive MIMO , 2018, IEEE Transactions on Vehicular Technology.

[15]  Erik G. Larsson,et al.  On the Total Energy Efficiency of Cell-Free Massive MIMO , 2017, IEEE Transactions on Green Communications and Networking.

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

[17]  Ahmed Alkhateeb,et al.  Learning Reflection Beamforming Codebooks for Arbitrary RIS and Non-Stationary Channels , 2021, ArXiv.

[18]  Guillem Femenias,et al.  Reduced-complexity downlink cell-free mmWave Massive MIMO systems with fronthaul constraints , 2019, 2019 27th European Signal Processing Conference (EUSIPCO).

[19]  Yun Zhu,et al.  QoS-aware scheduling for small cell millimeter wave mesh backhaul , 2016, 2016 IEEE International Conference on Communications (ICC).

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

[21]  Gerhard Fettweis,et al.  Coordinated Multi-Point in Mobile Communications: From Theory to Practice , 2011 .

[22]  Lars Thiele,et al.  Coordinated multipoint: Concepts, performance, and field trial results , 2011, IEEE Communications Magazine.

[23]  Ahmed Alkhateeb,et al.  Deep Learning for TDD and FDD Massive MIMO: Mapping Channels in Space and Frequency , 2019, 2019 53rd Asilomar Conference on Signals, Systems, and Computers.

[24]  Alister G. Burr,et al.  Max–Min Rate of Cell-Free Massive MIMO Uplink With Optimal Uniform Quantization , 2019, IEEE Transactions on Communications.

[25]  Long Bao Le,et al.  Massive MIMO and mmWave for 5G Wireless HetNet: Potential Benefits and Challenges , 2016, IEEE Vehicular Technology Magazine.

[26]  Muhammad Ali Imran,et al.  MmWave massive-MIMO-based wireless backhaul for the 5G ultra-dense network , 2015, IEEE Wireless Communications.

[27]  Bhaskar D. Rao,et al.  Precoding and Power Optimization in Cell-Free Massive MIMO Systems , 2017, IEEE Transactions on Wireless Communications.

[28]  Cunqing Hua,et al.  Joint Fronthaul Multicast Beamforming and User-Centric Clustering in Downlink C-RANs , 2017, IEEE Transactions on Wireless Communications.

[29]  Robert W. Heath,et al.  Multi-layer precoding for full-dimensional massive MIMO systems , 2014, 2014 48th Asilomar Conference on Signals, Systems and Computers.

[30]  Ahmed Alkhateeb,et al.  Reinforcement Learning of Beam Codebooks in Millimeter Wave and Terahertz MIMO Systems , 2021, IEEE Transactions on Communications.

[31]  Wolfgang Kellerer,et al.  Energy Efficient Analog Beamformer Design for mmWave Multicast Transmission , 2019, IEEE Transactions on Green Communications and Networking.