Joint Fronthaul Load Balancing and Computation Resource Allocation in Cell-Free User-Centric Massive MIMO Networks

被引:0
|
作者
Li, Zhiyang [1 ]
Goettsch, Fabian [2 ]
Li, Siyao [3 ]
Chen, Ming [1 ]
Caire, Giuseppe [2 ]
机构
[1] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 211111, Peoples R China
[2] Tech Univ Berlin, Fac EECS, D-10587 Berlin, Germany
[3] Univ Alaska Anchorage, Dept Elect Engn, Anchorage, AK 99508 USA
基金
欧洲研究理事会;
关键词
Network topology; Quantization (signal); Program processors; Optimization; Load management; Wireless communication; Resource management; Cell-free massive MIMO; limited fronthaul; O-RAN; load balance; OPTIMIZATION; UPLINK;
D O I
10.1109/TWC.2024.3409609
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We consider scalable cell-free massive multiple-input multiple-output networks under an open radio access network paradigm comprising user equipments (UEs), radio units (RUs), and decentralized processing units (DUs). UEs are served by dynamically allocated user-centric clusters of RUs. The corresponding cluster processors (implementing the physical layer for each user) are hosted by the DUs as software-defined virtual network functions. Unlike the current literature, mainly focused on the characterization of the user rates under unrestricted fronthaul communication and computation, in this work we explicitly take into account the fronthaul topology, the limited fronthaul communication capacity, and computation constraints at the DUs. In particular, we systematically address the new problem of joint fronthaul load balancing and allocation of the computation resource. As a consequence of our new optimization framework, we present representative numerical results highlighting the existence of an optimal number of quantization bits in the analog-to-digital conversion at the RUs.
引用
收藏
页码:14125 / 14139
页数:15
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