The Capacity of Cloud-RAN: Outer Bound with Quantisation and Constrained Fronthaul Load

被引:0
|
作者
Huang, Qinhui [1 ]
Burr, Alister [1 ]
机构
[1] Univ York, York, N Yorkshire, England
基金
英国工程与自然科学研究理事会;
关键词
PNC; fronthaul load; adaptive quantisation; distributed massive MIMO; NETWORK; UPLINK; CODES;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we consider a distributed 'massive MIMO' system with multiple intermediate relays serving multiple sources jointly via a constrained fronthaul. Each relay employs uniform quantisation and the modulo operation to meet the bandwidth constraint. We derive the loss of the mutual information due to these processes. By adaptively optimising the interval of the lattice quantiser based on the channel, we evaluate the inevitable loss of mutual information under different modulo operations (fronthaul load per channel use). Numerical results reveal the outer bound of this scheme and the inevitable gap compared to the ideal C-RAN with infinite bandwidth. Implementation issues associated with this scheme are also investigated.
引用
收藏
页数:5
相关论文
共 29 条
  • [1] Precoding and Selection for Coordinated Multipoint Transmission in Fronthaul-Constrained Cloud-RAN
    Servetnyk, Mykola
    Fung, Carrson C.
    [J]. IEEE WIRELESS COMMUNICATIONS LETTERS, 2020, 9 (01) : 51 - 55
  • [2] A Traffic-Efficient Fronthaul for the Cloud-RAN
    Lee, Hoon
    Park, Youn Ok
    Song, Sang Seob
    [J]. 2014 INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY CONVERGENCE (ICTC), 2014, : 675 - 678
  • [3] Fronthaul Capacity Requirement Minimization via Physical Layer Caching in Cloud-RAN
    Liu, Ling
    Zhou, Yiqing
    Yuan, Jinhong
    Tian, Lin
    Shi, Jinglin
    [J]. 2018 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2018,
  • [4] Green fronthaul allocation and power management in Cloud-RAN
    Yuan Sun
    Shidang Li
    Luxi Yang
    [J]. EURASIP Journal on Wireless Communications and Networking, 2018
  • [5] Green fronthaul allocation and power management in Cloud-RAN
    Sun, Yuan
    Li, Shidang
    Yang, Luxi
    [J]. EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2018,
  • [6] Cloud-RAN functional split for an efficient fronthaul network
    Rodriguez, Veronica Quintuna
    Guillemin, Fabrice
    Ferrieux, Alexandre
    Thomas, Laurent
    [J]. 2020 16TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE, IWCMC, 2020, : 245 - 250
  • [7] Distributed Fronthaul Compression and Joint Signal Recovery in Cloud-RAN
    Rao, Xiongbin
    Lau, Vincent K. N.
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2015, 63 (04) : 1056 - 1065
  • [8] Joint beamforming and admission control for cache-enabled Cloud-RAN with limited fronthaul capacity
    Bsebsu, Ashraf
    Zheng, Gan
    Lambotharan, Sangarapillai
    Cumanan, Kanapathippillai
    AsSadhan, Basil
    [J]. IET SIGNAL PROCESSING, 2020, 14 (05) : 278 - 287
  • [9] Green Federated Learning Over Cloud-RAN With Limited Fronthaul Capacity and Quantized Neural Networks
    Wang, Jiali
    Mao, Yijie
    Wang, Ting
    Shi, Yuanming
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23 (05) : 4300 - 4314
  • [10] Outage Probability and Fronthaul Usage Tradeoff Caching Strategy in Cloud-RAN
    Ye, Zhun
    Pan, Cunhua
    Zhu, Huiling
    Wang, Jiangzhou
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2017,