Power-Efficient Resource Allocation in Massive MIMO Aided Cloud RANs

08/20/2019
by   Nahid Amani, et al.
0

This paper considers the power-efficient resource allocation problem in a cloud radio access network (C-RAN). The C-RAN architecture consists of a set of base-band units (BBUs) which are connected to a set of radio remote heads (RRHs) equipped with massive multiple input multiple output (MIMO), via fronthaul links with limited capacity. We formulate the power-efficient optimization problem in C-RANs as a joint resource allocation problem in order to jointly allocate the RRH and transmit power to each user, and fronthaul links and BBUs assign to active RRHs while satisfying the minimum required rate of each user. To solve this non-convex optimization problem we suggest iterative algorithm with two-step based on the complementary geometric programming (CGP) and the successive convex approximation (SCA). The simulation results indicate that our proposed scheme can significantly reduce the total transmission power by switching off the under-utilized RRHs.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
02/06/2019

Robust Radio Resource Allocation in MISO-SCMA Assisted C-RAN in 5G Networks

In this paper, by considering multiple slices, a downlink transmission o...
research
12/29/2018

Boosting Fronthaul Capacity: Global Optimization of Power Sharing for Centralized Radio Access Network

The limited fronthaul capacity imposes a challenge on the uplink of cent...
research
09/24/2019

Computation Offloading for IoT in C-RAN: Optimization and Deep Learning

We consider computation offloading for Internet-of-things (IoT) applicat...
research
05/25/2023

Joint Precoding Design and Resource Allocation for C-RAN Wireless Fronthaul Systems

This paper investigates the resource allocation problem combined with fr...
research
12/16/2017

A Machine Learning Framework for Resource Allocation Assisted by Cloud Computing

Conventionally, the resource allocation is formulated as an optimization...
research
04/08/2021

Distributed Resource Management in Downlink Cache-enabled Multi-cloud Radio Access Networks

In the scope of beyond fifth generation (B5G) networks and the massive i...
research
01/29/2022

Transport Capacity Optimization for Resource Allocation in Tera-IoT Networks

We present a new adaptive resource optimization strategy that jointly al...

Please sign up or login with your details

Forgot password? Click here to reset