Abstract

Due to the ever-increasing data demand of end users, the number of information and communication technology (ICT)-related devices and equipment continues to increase. This induces large amounts of heat emissions, which can cause serious environmental pollution. In recent times, signal transmission systems such as cellular base stations (BSs) have been constructed everywhere and these emit a large carbon footprint. Large-scale antenna systems (LSASs) that use a large amount of transmission antennas to serve a limited number of users can increase energy efficiency (EE) of BSs based on the beamforming effect, and thus can be a promising candidate to reduce the carbon footprint of the ICT field. In this paper, we discuss the necessary schemes to realize LSASs and show the expected EE gain of the LSAS with enough practicality. There are many obstacles to realize the high EE LSAS, and even though several studies have shown separate schemes to increase the EE and/or throughput (TP) of LSASs, few have shown combinations of schemes, and presented how much EE gain can be achieved by the schemes in the overall system. Based on the analysis in this paper, we believe more detailed work for the realization of high energy efficient BSs with LSASs is possible because this paper shows the necessary schemes and the maximum achievable energy efficiency gain as a reference. Extensive analysis and simulation results show that with proper implementation of the power amplifier/RF module and a robust channel estimation scheme, LSASs with 600 transmitter (TX) antennas can achieve 99.4 times more EE gain compared to the current systems, thereby resulting in significant reduction of carbon footprints.

Highlights

  • There is no doubt that information and communication technology (ICT) dramatically changes our life

  • Environmental pollution from ICT is on the rise, and it is very important to increase the EE of ICT to reduce the carbon footprint

  • We have investigated the Large-scale antenna systems (LSASs) which can be used as a core signal transmission system, cellular base stations (BSs) that significantly increase the EE of ICT field

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Summary

Introduction

There is no doubt that information and communication technology (ICT) dramatically changes our life. Reducing PA power consumption is a main research topic for current signal transmission systems. In LSASs, the number of TX antennas can be hundreds or more, and reducing the power consumption of RF components could become a major research topic. The main contribution of our previous work is proposing a new BS structure and related operation, while current work focuses on high level performance analysis of general LSAS; Second, we deals with various LSAS related obstacles and discussions which were not covered in our previous work, such as antenna size and form factor, channel estimation and reference signal (RS) overhead reduction issues; Third, there is little work to gather all the issues at once and show the expected performance gain from each perspective.

System Model
Precoding
Power Consumption Model
Power Amplifier Power Consumption Model
B Tsl Tp Ts Tg Tu Td
Performance Metric for Measuring EE Gain
EE Improvement Issues for Each Component
Antenna Size
RF Component
Power Amplifier
RS Overhead Reduction
Channel Estimation Error
Findings
Summary and Discussion
Conclusions
Full Text
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