Energy-Efficient Joint Design of Fronthaul and Edge Links for Cache-Aided C-RAN Systems with Wireless Fronthaul

被引:1
作者
Kim, Junbeom [1 ]
Yu, Daesung [1 ]
Hong, Seung-Eun [2 ]
Park, Seok-Hwan [1 ]
机构
[1] Chonbuk Natl Univ, Div Elect Engn, Jeonju 54896, South Korea
[2] ETRI, Daejeon 34129, South Korea
基金
新加坡国家研究基金会;
关键词
energy efficiency; C-RAN; edge caching; wireless fronthaul; soft-transfer; hard-transfer; connectivity level; RADIO ACCESS NETWORKS; DOWNLINK; BACKHAUL; OPTIMIZATION; COMPRESSION;
D O I
10.3390/e21090860
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
This work addresses the joint design of fronthaul and edge links for a cache-aided cloud radio access network (C-RAN) system with a wireless fronthaul link. Motivated by the fact that existing techniques, such as C-RAN and edge caching, come at the cost of increased energy consumption, an energy efficiency (EE) metric is defined and adopted as the performance metric for optimization. As the fronthaul links can be used to transfer quantized and precoded baseband signals or hard information of uncached files, both soft- and hard-transfer fronthauling strategies are considered. Extensive numerical results validate the impact of edge caching, as well as the advantages of the energy-efficient design over the spectrally-efficient scheme. Additionally, the two fronthauling strategies-the soft- and hard-transfer schemes-are compared in terms of EE.
引用
收藏
页数:23
相关论文
共 50 条
  • [41] A C-RAN Based 5G Platform with a Fully Virtualized, SDN Controlled Optical/Wireless Fronthaul
    Ramantas, Kostas
    Antonopoulos, Angelos
    Kartsakli, Elli
    Mekikis, Prodromos-Vasileios
    Vardakas, John
    Verikoukis, Christos
    2018 20TH ANNIVERSARY INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON), 2018,
  • [42] Toward an Efficient C-RAN Optical Fronthaul for the Future Networks: A Tutorial on Technologies, Requirements, Challenges, and Solutions
    Alimi, Isiaka Ajewale
    Teixeira, Antonio Luis
    Monteiro, Paulo Pereira
    IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2018, 20 (01): : 708 - 769
  • [43] Distributed Fronthaul Compression Design for Rateless Coded Multi-User Uplink Transmission in C-RAN
    Zhang, Yu
    Fan, Zhehao
    Meng, Limin
    Lu, Weidang
    2020 INFORMATION COMMUNICATION TECHNOLOGIES CONFERENCE (ICTC), 2020, : 49 - 54
  • [44] Joint Allocation of Radio and Fronthaul Resources in Multi-Wavelength-Enabled C-RAN Based on Reinforcement Learning
    Mikaeil, Ahmed Mohammed
    Hu, Weisheng
    Li, Longsheng
    JOURNAL OF LIGHTWAVE TECHNOLOGY, 2019, 37 (23) : 5780 - 5789
  • [45] Energy-Efficient Joint Millimeter-Wave Fronthaul and OFDMA Resource Allocation for C-RANs
    Jing, Zewei
    Yang, Qinghai
    Qin, Meng
    Kwak, Kyung Sup
    2017 17TH INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS AND INFORMATION TECHNOLOGIES (ISCIT), 2017,
  • [46] Compressive Sensing based Uplink C-RAN Channel Estimation with Deep Learning-aided Optical Fronthaul Compensation
    Datta, Jayanta
    Das, Ankana
    Khanra, Sudipto
    Chakraborty, Sandip
    Sen, Debarati
    2021 6TH INTERNATIONAL CONFERENCE FOR CONVERGENCE IN TECHNOLOGY (I2CT), 2021,
  • [47] An energy efficiency optimization jointing resource allocation for delay-aware traffic in fronthaul constrained C-RAN
    Mai, Zhiyuan
    Chen, Yueyun
    Xie, Yating
    Chen, Guang
    WIRELESS NETWORKS, 2023, 29 (01) : 353 - 368
  • [48] Energy-Efficient User Clustering and Downlink Beamforming for MIMO-SCMA in C-RAN
    Norouzi, Sara
    Cai, Yunlong
    Champagne, Benoit
    IEEE ACCESS, 2021, 9 : 115175 - 115191
  • [49] Energy-Efficient Group-Sparse Transceiver Design for Multiuser MIMO Relaying in C-RAN
    Yang, Jiaxin
    Saab, Ayoub
    Morsali, Alireza
    Champagne, Benoit
    Psaromiligkos, Ioannis
    IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, 2020, 4 (03): : 703 - 716
  • [50] Energy-Efficient Resource Allocation in C-RANs with Capacity-Limited Fronthaul
    Younis, Ayman
    Tran, Tuyen X.
    Pompili, Dario
    IEEE TRANSACTIONS ON MOBILE COMPUTING, 2021, 20 (02) : 473 - 487