GBSense: GHz Bandwidth Sensing from Smart Antennas to Sub-Nyquist Signal Processing

Lead Research Organisation: University of Surrey
Department Name: Institute of Communications Systems

Abstract

Data rate for exchanging mobile information among people, machines and things has been exponentially increasing over the past decade. These data rates are empirically linked to radio spectrum availability. The exorbitant auction prices, e.g., £2.3 Billion for 4G spectrum in the UK, highlights the strength of the competitive market forces but also the scarcity of this precious resource. Driven by the scarcity of spectrum, the UK communications regulator (Ofcom) has made an innovative licence-exempt spectrum sharing on the ultra-high frequency (UHF) TV bands in January 2016, which is the first of its kind worldwide. These spectra of 320MHz bandwidth have enabled the transition from research on cognitive radio theory into practical applications. Furthermore, the millimetre-wave (mm-wave) spectrum on 28GHz, 39GHz, 60GHz with at least 1GHz bandwidth are being considered to be further unitised to cope with high data rate wireless applications and services demanded by users. The satellite and radar applications are co-existing in these mm-wave spectra, and thus any licence-exempt use of this spectra must first ascertain that the spectra to be used is not already in use by the so called "primary users". Therefore, sensing from several hundreds of MHz bandwidth in UHF to GHz bandwidth in mm-wave to gain a clear access to these spectra is critical, while resulting in formidable and complex challenge on the Nyquist-rate analog-to-digital sampling.

This fellowship project proposes a new approach to design GHz bandwidth sensing (GBSense) systems to overcome the bottleneck of Nyquist-rate sampling by developing sub-Nyquist sampling algorithms and repurposing the existing expertise of smart antennas and reconfigurable transmission lines. The GBSense offers new creative and implementable possibilities over a framework of real-time experimental platform without requiring Nyquist-rate sampling. The GBSense gives users access to a flexible hardware platform and application software that enables real-time over the air GHz bandwidth signal sensing, analysis and communication at both sub-6GHz and mm-wave frequency bands. It will also interface with a low-cost computing unit, e.g., Raspberry PI, where sub-Nyquist algorithms are hosted, for enabling better human-computer interaction and advance the current knowledge in sub-Nyquist sampling theory and bring a new set of challenges to both software and hardware engineers. Results will be disseminated to both software and hardware academic researchers, industry and the public through workshops, change-led competitions, open-source plans and outreach activities.

Planned Impact

This fellowship holds benefits for a wide variety of groups beyond academic researchers, both in the UK and internationally:

--Industry:
The industry-driven approach for my fellowship project will help and support the UK to remain an attractive place for businesses to invest in innovative research. In collaboration with national and international companies, e.g., EMS Ltd. (SME in the UK), National Instrument (the UK arm of a multinational company), and Sony Mobile (the Swedish arm of a multinational company), the outcome of this project will provide direct benefit to the industry who is conducting trials of 5G mobile communications which is in line with the Autumn Statement by the UK government (https://www.gov.uk/government/news/autumn-statement-2016-some-of-the-things-weve-announced).

With my involvement in the Ofcom TV White Space trials and license exempt regulations as part of my recently completed EPSRC First Grant project, this fellowship project will continue to report its outcome to Ofcom, and provide scientific and technical findings for the UK regulator. Ofcom organises regular special interest group meetings where I have been invited to present my research, and meet a number of companies. The datasets collected from the field trials in my fellowship project will directly provide further insights to the existing TV White Space geo-location database approach which is regulated by Ofcom.

In addition to my existing strong links with Ofcom, Nominet, Huawei, Sony, GigaSat, Fair Spectrum, InterDigital, Carson Wireless, EMS Ltd and World Sensing Net, I will also promote the outcome of this fellowship project with other groups and companies such as BBC, Ericsson, Google, Microsoft, BAE Systems, 6harmonics Adaptrum, Arqiva, which have expressed interests in my research.

--Schools and Third Sector:
Research conducted by the IET (Engineering a better world, http://www.engineer-a-better-world.org/research/) has shown that there is a growing need to change perceptions of what modern engineering is and what it can offer young people as a career. One of the key findings about why Children like STEM subject is "Science involves experiments, finding how things work, is interesting and fun, creative, practical/hands-on, exciting, involves making things". The proposed experimental GBSense board is interfaced with Raspberry PI in which host the algorithms and control to the RF components. This is not only providing a user-friendly interface for researchers, but also provide an easy programming interface for novice users. I will bring the GBSense sample boards and give school talks to show them "complex science made it easy".

Science and technology teachers, who already use the CS4Fn (Computer Science for Fun) project at QMUL to promote student interest in computing/engineering careers. This fellowship will contribute new articles and activities on digital musical instruments to the project and assist with its dissemination into schools.

In addition to the fellowship's primary research activities, a targeted programme of workshops, competitions, hands-on tutorials, school talks, industry events and release of open-source software and hardware designs and datasets will ensure the fellowship reaches the beneficiaries named above. See Pathways to Impact for full details.

Publications

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Alkaraki S (2022) Reconfigurable Liquid Metal-Based SIW Phase Shifter in IEEE Transactions on Microwave Theory and Techniques

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Alqurashi K (2020) Liquid Metal Bandwidth-Reconfigurable Antenna in IEEE Antennas and Wireless Propagation Letters

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Gao Y (2020) IEEE TCCN Special Section Editorial: Evolution of Cognitive Radio to AI-Enabled Radio and Networks in IEEE Transactions on Cognitive Communications and Networking

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Liu X (2023) Distributed Intelligence in Wireless Networks in IEEE Open Journal of the Communications Society

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Mao C (2021) A Multiplexing Filtering Antenna in IEEE Transactions on Antennas and Propagation

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Qin Z (2020) 20 Years of Evolution From Cognitive to Intelligent Communications in IEEE Transactions on Cognitive Communications and Networking

 
Description In addition to four IEEE journal and conference publications, an initial prototype of the proposed GHz bandwidth sensing (GBSense) systems has been built by overcoming the bottleneck of Nyquist-rate sampling. The GBSense provides users access to a flexible hardware platform and application software that enables real-time over-the-air GHz bandwidth signal sensing, analysis, and communication at both sub-6GHz and mm-wave frequency bands. The sub-Nyquist algorithms were realised on the millimetre-wave transceiver system from National Instruments. This has laid a good foundation for the open challenge to be released early in 2021. The GBSense open challenge has been organised in 2021 with financial support from National Instrument. A panel with around 10 global experts was formed and chose 4 winners out of over 40 entries. An award ceremony has been planned for 2022 when the 2nd GBSense Challenge will be released. The GBSense 2022 has been organised with financial support from Fudan University, and Global Wireless Communications Associations. It attracted 174 members registered from 108 countries. We received 12 valid submissions. After the evaluation by the award committee, we have 3 winners. The GBSense 2022 award ceremony will be planned for mid-2023.
Exploitation Route I will make open-source sub-Nyquist signal processing codes available on the project website and disseminate research results through tutorials, on-site and virtual seminars and challenge competitions (www.gbsense.net).
Sectors Digital/Communication/Information Technologies (including Software),Electronics

 
Description Both our GBsense 2021 and 2022 challenge competitions released our algorithms and datasets. The competitions attracted over 200 members from 120 counties to register in our competitions, and over 1000 downloads. The winning algorithms will also release online soon for other researchers to explore the potential applications.
First Year Of Impact 2021
Sector Digital/Communication/Information Technologies (including Software),Education
Impact Types Cultural,Societal,Economic,Policy & public services

 
Description Blighter - Large Antenna Array 
Organisation Blighter Surveillance Systems
Country United Kingdom 
Sector Private 
PI Contribution Blighter was interested in a large antenna array for two receivers and one transmitter together. After several mutual meetings and visits, we have agreed to work on a consultancy contract on the industry-driven research challenge on the planar large antenna arrays. My research assistant and myself have proposed novel ideas on the large scale antenna array with novel feeding structure.
Collaborator Contribution Blighter has a specific technical challenges on the large antenna array and explain to my team clearly. We used our fundamental research to tackle the challenge and find potential solutions.
Impact We have just started the collaboration in October 2019, and resulted in a potential antenna array solutions. This collaboration is not multi-disciplinary.
Start Year 2019
 
Description Fudan University 
Organisation Fudan University
Country China 
Sector Academic/University 
PI Contribution My team members have visited Fudan University and carried out research and collaborations with researchers at Fudan University.
Collaborator Contribution Fudan University has financially supported the GBSense Challenge 2022.
Impact This collaborations helped to establish research work between our team and the research team at Fudan University.
Start Year 2022
 
Description 3rd workshop on "Compressive sensing techniques in next-generation wireless communications" online 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact This is an online webinar on "Compressive sensing techniques in next-generation wireless communications" delivered by myself and Dr Zhen Gao from Beijing Institute of Technology, China. There are over 75 participants from universities and industry. I delivered a 45-minutes presentation to explain the current progress on the GBsense project. Dr Zhen Gao also gave the 2nd talk on "Compressive Sensing Based Massive Connectivity in IoT". We have answered a number of questions from the audience and have interactive discussions.
Year(s) Of Engagement Activity 2020
 
Description 4th Workshop 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact We have organised our 4th workshop for the GBSense on 28 May 2022. The workshop was organised as a hybrid event. We have a local meeting room in London and online access to worldwide speakers and audiences. The workshop aimed at discussing the potential of further 6G, if GBSense results could be applied, and what are the technical challenge to be further considered. The workshop had 10 speakers and 100 attendees.
Year(s) Of Engagement Activity 2022
 
Description GBSense 2021 award ceremony 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact The project team hosted the GBSense award ceremony. We have issued the 3 winners by the competition evaluation committee chair. We also invited the runner-ups to participate in the ceremony. Furthermore, the winners delivered a short talk about their winning algorithms. We have about 20 participants from the winning and runner-up teams.
Year(s) Of Engagement Activity 2022