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Open AccessJournal ArticleDOI

Fundamental trade-offs on green wireless networks

TLDR
In this paper, the authors propose a framework for green radio research and integrate the fundamental issues that are currently scattered, which consists of four fundamental tradeoffs: deployment efficiency, energy efficiency, spectrum efficiency and delay power.
Abstract
Traditional mobile wireless network mainly design focuses on ubiquitous access and large capacity. However, as energy saving and environmental protection become global demands and inevitable trends, wireless researchers and engineers need to shift their focus to energy-efficiency-oriented design, that is, green radio. In this article, we propose a framework for green radio research and integrate the fundamental issues that are currently scattered. The skeleton of the framework consists of four fundamental tradeoffs: deployment efficiency-energy efficiency, spectrum efficiency-energy efficiency, bandwidth-power, and delay-power. With the help of the four fundamental trade-offs, we demonstrate that key network performance/cost indicators are all strung together.

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Citations
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Journal ArticleDOI

SOLOR: self-optimizing WLANs with legacy-compatible opportunistic relays

TL;DR: A novel framework, Self-Optimizing, Legacy-Compatible Opportunistic Relaying (SOLOR), which jointly takes into account the above considerations and greatly improves network performance even in systems comprised mostly of vanilla nodes and legacy access points.
Journal ArticleDOI

Energy-Efficient Power Allocation for MIMO-SVD Systems

TL;DR: A novel and simple power allocation scheme based on the explicit expressions of the optimal power and a low-complexity algorithm that complements the proposed scheme for low circuit-power regime is presented.
Proceedings ArticleDOI

Radio Map Recovery and Noise Reduction Method for Green WiFi Indoor Positioning System Based on Inexact Augmented Lagrange Multiplier Algorithm

TL;DR: A radio map recovery method based on inexact augmented Lagrange multiplier (IALM) algorithm, which achieves to precisely recover the missing received signal strength in the radio map for those access points unavailable in the offline phase.
Posted Content

Optimal Design of Energy and Spectral Efficiency Tradeoff in One-Bit Massive MIMO Systems.

TL;DR: A single-cell massive multiple-input multiple-output (MIMO) system equipped with a base station that uses one-bit quantization is considered and the energy efficiency (EE) and spectral efficiency (SE) trade-off is investigated and the fundamental tradeoff between EE and SE for different parameter settings is demonstrated.
Journal ArticleDOI

Self-optimized heterogeneous networks for energy efficiency

TL;DR: A sensing probability optimization (SPO) approach based on reinforcement learning to acquire the experience of optimizing the user activity sensing probability of each small cell tier in heterogeneous networks is proposed.
References
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Journal ArticleDOI

Communication over fading channels with delay constraints

TL;DR: The tradeoff between the average delay and the average transmission power required for reliable communication is analyzed and a dynamic programming formulation is given to find all Pareto optimal power/delay operating points.
Proceedings ArticleDOI

Energy Efficiency Aspects of Base Station Deployment Strategies for Cellular Networks

TL;DR: The results suggest, that for scenarios with full traffic load, the use of micro base stations has a rather moderate effect on the area power consumption of a cellular network.
Journal ArticleDOI

Energy-efficient packet transmission over a wireless link

TL;DR: This paper obtains an optimal offline schedule for a node operating under a deadline constraint, and shows that this lazy schedule is significantly more energy-efficient compared to a deterministic schedule that guarantees queue stability for the same range of arrival rates.
Journal IssueDOI

Cross-layer optimization for energy-efficient wireless communications: a survey

TL;DR: This article presents a comprehensive overview of recent advances in cross-layer design for energy-efficient wireless communications, particularly focus on a system-based approaches toward energy optimal transmission and resource management across time, frequency, and spatial domains.
Proceedings ArticleDOI

EARTH — Energy Aware Radio and Network Technologies

TL;DR: A power efficient transceiver will be developed that adapts to changing traffic load for an energy efficient operation in mobile radio systems and will enable a sustainable increase of mobile data rates.
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