Cognitive Resource Scheduling Designs Towards Green Wireless Systems
Lead Research Organisation:
Lancaster University
Department Name: Computing & Communications
Abstract
It is reported that the total energy consumed by the ICT infrastructure of wireless and wired networks takes up over 3 percent of the worldwide electric energy consumption that generated 2 percent of the worldwide CO2 emissions nowadays. It is predicted that in the future a major portion of expanding traffic volumes will be in wireless side. Furthermore, future wireless network systems (e.g., 4G/B4G) are increasingly demanded as broadband and high-speed tailored to support reliable Quality of Service (QoS) for numerous multimedia applications. With explosive growth of high-rate multimedia applications (e.g. HDTV and 3DTV), more and more energy will be consumed in wireless networks to meet the QoS requirements. Specifically, it is predicted that footprint of mobile wireless communications could almost triple from 2007 to 2020 corresponding to more than one-third of the present annual emissions of the whole UK. Therefore, energy-efficient green wireless communications are paid increasing attention given the limited energy resources and environment-friendly transmission requirements globally.
The aim of this project is to improve the joint spectrum and energy efficiency of future wireless network systems using cognitive radio technology along with innovative game-theoretic resource scheduling methods, efficient cross-layer designs and contemporary clinical findings. We plan to consider the health and environmental concerns to introduce power-efficient resource scheduling designs that intelligently exploit the available wireless resources in next-generation systems. Our efforts will leverage applications of cognitive radio techniques to situational awareness of the communications system with adaptive power control and dynamic spectrum allocation. This project will underpin the UK green communication technology by designing environment-friendly joint power and spectrum efficient wireless communication systems.
The aim of this project is to improve the joint spectrum and energy efficiency of future wireless network systems using cognitive radio technology along with innovative game-theoretic resource scheduling methods, efficient cross-layer designs and contemporary clinical findings. We plan to consider the health and environmental concerns to introduce power-efficient resource scheduling designs that intelligently exploit the available wireless resources in next-generation systems. Our efforts will leverage applications of cognitive radio techniques to situational awareness of the communications system with adaptive power control and dynamic spectrum allocation. This project will underpin the UK green communication technology by designing environment-friendly joint power and spectrum efficient wireless communication systems.
Planned Impact
The main potential beneficiaries of this research project will be as follows:
1. Academic benefits: see details in the above Academic Beneficiaries section.
2. Wireless and mobile industry: including manufacturers, operators, SMEs etc. The manufacturers and SMEs will benefit from the joint spectrum and energy efficient algorithms and techniques for future green wireless communications created by this project. The network operators can also benefit from the developed optimisation techniques to exploit operational-level savings of energy and spectrum costs of their mobile wireless networks.
3. Policy makers and regulators: e.g. UK OFCOM, ITU-R. It is anticipated that the outcomes of this work will help the policy makers and radio regulators to better understand the regulatory requirements of future cognitive and green wireless markets as well as the guidance on how to minimise the potential interference from cognitive radio users to primary users.
4. Professional and standard bodies: Our potential standard proposals will help to create new wireless standards or improve the existing standards in the future green and cognitive radio based wireless communication systems.
5. General public: General public will be offered an opportunity to express their concerns on energy consumptions, frequent charging and potential radio radiation impact on their health issues caused by wireless/mobile communications to relevant manufacturers and operators via the project workshop events and website discussion forums. On the other hand, more people will be made aware of how importantly the development of future energy efficient wireless communication systems can significantly reduce energy consumptions and offer them an environment-friendly smarter and safer green communication world in the future.
1. Academic benefits: see details in the above Academic Beneficiaries section.
2. Wireless and mobile industry: including manufacturers, operators, SMEs etc. The manufacturers and SMEs will benefit from the joint spectrum and energy efficient algorithms and techniques for future green wireless communications created by this project. The network operators can also benefit from the developed optimisation techniques to exploit operational-level savings of energy and spectrum costs of their mobile wireless networks.
3. Policy makers and regulators: e.g. UK OFCOM, ITU-R. It is anticipated that the outcomes of this work will help the policy makers and radio regulators to better understand the regulatory requirements of future cognitive and green wireless markets as well as the guidance on how to minimise the potential interference from cognitive radio users to primary users.
4. Professional and standard bodies: Our potential standard proposals will help to create new wireless standards or improve the existing standards in the future green and cognitive radio based wireless communication systems.
5. General public: General public will be offered an opportunity to express their concerns on energy consumptions, frequent charging and potential radio radiation impact on their health issues caused by wireless/mobile communications to relevant manufacturers and operators via the project workshop events and website discussion forums. On the other hand, more people will be made aware of how importantly the development of future energy efficient wireless communication systems can significantly reduce energy consumptions and offer them an environment-friendly smarter and safer green communication world in the future.
Publications

Al-Dulaimi A
(2017)
Adaptive Management of Cognitive Radio Networks Employing Femtocells
in IEEE Systems Journal

Al-Dulaimi A
(2019)
Energy Efficiency Using Cloud Management of LTE Networks Employing Fronthaul and Virtualized Baseband Processing Pool
in IEEE Transactions on Cloud Computing

Al-Dulaimi A
(2015)
5G Communications Race: Pursuit of More Capacity Triggers LTE in Unlicensed Band
in IEEE Vehicular Technology Magazine

Cao Q
(2019)
Max-Min Weighted Achievable Rate for Full-Duplex MIMO Systems
in IEEE Wireless Communications Letters

Cao Q
(2017)
Statistical CSIT Aided User Scheduling for Broadcast MU-MISO System
in IEEE Transactions on Vehicular Technology


Farooq-I-Azam M
(2019)
An Analytical Model of Trilateration Localization Error

Farooq-I-Azam M
(2020)
Extreme Values of Trilateration Localization Error in Wireless Communication Systems

Hao Y
(2018)
Interference-Aware Resource Optimization for Device-to-Device Communications in 5G Networks
in IEEE Access
Description | We have investigated joint spectrum and energy efficiency of future wireless communication network systems using novel cognitive radio technology along with innovative game-theoretic resource scheduling methods and efficient cross-layer designs. |
Exploitation Route | Our research findings have been widely cited by various other researchers/engineers all over the world, and had been communicated to various industrial companies such as BT, Exfo, as well as through establishing a new IEEE 1932.1 Standard Working Group and disseminating our research findings to this new international standard body. |
Sectors | Aerospace Defence and Marine Digital/Communication/Information Technologies (including Software) Electronics Energy Manufacturing including Industrial Biotechology Transport |
URL | https://sites.google.com/site/coggreenproject/ |
Description | Our findings have attracted a lot of attention from various communities including industry, professional standard bodies and research communities as follows: 1. Our findings had been communicated to various telecommunication, mobile and ICT companies, e.g. Everything Everywhere (EE) Ltd, BT, Nokia, INTRACOM Holdings SA, NCSR Demokritos, and Exfo. We have ongoing collaborations with these companies. 2. Our findings had impacted and helped establishing a new IEEE 1932.1 International Standard Working Group. As a Founding Member and Steering Committee of this new IEEE 1932.1 International Standard Working Group, our PI Prof Q Ni had disseminated our research findings to this new international standard body IEEE 1932.1 WG. 3. Our findings had also attracted high attention from the research community. For example, the following two papers had been recognized and rated as the Web of Science Highly Cited Papers (A hot paper received enough citations to place it in the top 1% of papers in its academic field): [1]. C. Yang, J. Li, Q. Ni, A. Anpalagan, M. Guizani. "Interference-Aware Energy Efficiency Maximization in 5G Ultra-Dense Networks", IEEE Transactions on Communications, Vol. 65, Issue 2, pp. 728 - 739, Feb 2017; [2]. A. Al-Dulaimi, S. Al-Rubaye, Q. Ni, E. Sousa. "5G Communications Race: Pursuit of More Capacity Triggers LTE in Unlicensed Band", IEEE Vehicular Technology Magazine, Vol.10, Issue 1, pp. 43 - 51, March 2015. |
First Year Of Impact | 2015 |
Sector | Aerospace, Defence and Marine,Digital/Communication/Information Technologies (including Software),Education,Electronics,Energy,Manufacturing, including Industrial Biotechology,Transport |
Impact Types | Cultural Societal Economic Policy & public services |
Description | Marie Curie Actions - International Research Staff Exchange Scheme |
Amount | € 424,000 (EUR) |
Funding ID | PIRSES-GA-2013-610524 |
Organisation | European Commission |
Sector | Public |
Country | European Union (EU) |
Start | 03/2014 |
End | 04/2018 |
Description | IEEE International Conference on Communications (Sydney, London, Kuala Lumpur) |
Form Of Engagement Activity | A talk or presentation |
Part Of Official Scheme? | No |
Geographic Reach | International |
Primary Audience | Postgraduate students |
Results and Impact | We presented our findings from our EPSRC project to the PhD students, PG and UG students, researchers, professors, industry and business and media during the IEEE International Conference on Communications (ICC) in 2014 (Sydney), 2015 (London), 2016 (Kuala Lumpur). |
Year(s) Of Engagement Activity | 2014,2015,2016 |