Recursive Neural Network Based RRH to BBU Resource Allocation in 5G Fronthaul Network

被引：0

作者：

Tian, Bo ^{[1
]}

Zhang, Qi ^{[1
]}

Xin, Xiangjun ^{[1
]}

Tian, Qinghua ^{[1
]}

Wu, Xiangyu ^{[1
]}

Tao, Ying ^{[2
]}

Shen, Yufei ^{[2
]}

Cao, Guixing ^{[2
]}

Liu, Naijin ^{[2
]}

机构：

[1] Beijing Univ Posts & Telecommun, Sch Elect Engn, Beijing 100876, Peoples R China

[2] CAST, Beijing 100094, Peoples R China

来源：

2018 ASIA COMMUNICATIONS AND PHOTONICS CONFERENCE (ACP) | 2018年

基金：

中国国家自然科学基金;

关键词：

Recursive neural network; Resource allocation; C-RAN; 5G fronthaul network;

D O I：

暂无

中图分类号：

O43 [光学];

学科分类号：

070207 ; 0803 ;

摘要：

A recursive neural network based BBU pool resource allocation scheme in C-RAN is proposed. Simulation results indicate the proposed scheme achieves lower power consumption and blocking rate with higher total throughput compared with traditional network.

引用

页数：3

共 7 条

[1] Cloud RAN for Mobile Networks-A Technology Overview [J].

Checko, Aleksandra ;

Christiansen, Henrik L. ;

Yan, Ying ;

Scolari, Lara ;

Kardaras, Georgios ;

Berger, Michael S. ;

Dittmann, Lars .

IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (01) :405-426

[2]

Hu LM, 2017, AAAI CONF ARTIF INTE, P3450

[3] Baseband Processing Units Virtualization for Cloud Radio Access Networks [J].

Qian, Manli ;

Hardjawana, Wibowo ;

Shi, Jinglin ;

Vucetic, Branka .

IEEE WIRELESS COMMUNICATIONS LETTERS, 2015, 4 (02) :189-192

[4] Energy-Efficient BBU Allocation for Green C-RAN [J].

Sahu, Bharat J. R. ;

Dash, Shatarupa ;

Saxena, Navrati ;

Roy, Abhishek .

IEEE COMMUNICATIONS LETTERS, 2017, 21 (07) :1637-1640

[5] Energy-efficient cloud radio access networks by cloud based workload consolidation for 5G [J].

Sigwele, Tshiamo ;

Alam, Atm S. ;

Pillai, Prashant ;

Hu, Yim F. .

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2017, 78 :1-8

[6]

Tashiro T, 2014, OPT FIB COMM C EXH O, P1

[7] Proposal and performance analysis on the PDM microwave photonic link for the mm-wave signal with hybrid QAM-MPPM-RZ modulation [J].

Tian, Bo ;

Zhang, Qi ;

Ma, Jianxin ;

Tao, Ying ;

Shen, Yufei ;

Wang, Yang ;

Zhang, Geng ;

Zhou, Wenmao ;

Zhao, Yi ;

Pan, Xiaolong .

OPTICS COMMUNICATIONS, 2018, 419 :59-66

← 1 →