Efficient Delivery of Interactive Content via Large-Scale Wireless Mesh Networks

Lead Research Organisation: Robert Gordon University
Department Name: School of Computing

Abstract

In the past few years, a global flurry of wireless communications in the rapid roll-out of multimedia (e.g., YouTube, Skype) has consumed a large portion of wireless bandwidth. With the availability of various advanced devices (e.g., smart phones, tablet pc, mobile gaming terminals), the demands of low-cost and large-scale interactive multimedia content delivery will become a key feature of next generation wireless networks. The primary requirement for these services is the sustained transmission of high quality data at high rates across large scale areas, comprising a set of strict criteria in terms of short delays, small delay jitter, and high throughput under changing wireless communication conditions.

Wireless mesh networks (WMNs) are a disruptive technology that will be an alternative to existing mobile wireless architectures for low-cost multimedia communications in large scale outdoor environments. However, the fundamental drawbacks (e.g., limited bandwidth, wireless transmission interference and conflict) inherent in the wireless transmission medium make it a challenge to deploy WMNs to carry high-performance multimedia communications in large-scale areas. Integrated communications that combine the Internet and wireless networks were provided to solve the scalability problem. Current studies focus on single-source integrated multimedia communications and will cause a set of problems such as heavy overheads, complicated data distribution processes and complexity in maintaining the architectures for multiple communications if being used for interactive multimedia communications, due to multiple concurrent senders of interactive multimedia content generating a heavier and more complicated traffic load for wireless networks to manage.

This project, as a part of the initial work on large-scale and low-cost wireless interactive multimedia communications, will study advanced algorithms/protocols and theorems for optimally integrating the Internet and WMNs which will efficiently meet wired and wireless integration requirements for transmissions from multiple interactive sources. To tackle this difficult problem progressively, three major tasks are planned. We will first study the extension of performance-guaranteed wireless transmission environments which will avoid the overuse of the Internet and backhaul access resources via mesh gateways and therefore the scalability of integrated communications. The study will be implemented by exploring the advantages provided by multiple transmission rates and multiple transmission channels. We will then study an integrated architecture for multiple interactive sources. This study will be based on the investigation of multimedia transmission performance in multi-rate multi-channel WMNs and the discussion of the impact of mesh gateways on the performance of integrated communications. Finally, we will study the proposed architecture in theory. We will provide a mathematical model that can reflect the advanced technology arising from this project. We will justify the proposed integrated architecture through solid theoretical performance analysis.

The research proposed in the project is believed to among the first to consider large-scale affordable interactive multimedia communications any time and anywhere for the general public. It is now commonly accepted by most industry players that multimedia communications act like a gateway to a whole new communication world. This project thus will not only aid the UK in keeping its world-leading position in telecommunications but will also be attractive for commercial exploitation in the near future.

Planned Impact

Apart from the academic beneficiaries, this project will have the following major non-academic beneficiaries: telecommunication companies, government organisations, medical health centres, and others.

- Telecommunications companies. The research outcomes arising from this project will benefit telecommunication companies in the deployment of next generation telecommunication networks for low-cost and scalable wireless multimedia applications. Economical multimedia services any time and anywhere may be a major motivation for network users to pay for a high-speed wireless broadband connection. This surely represents a new revenue opportunity. The potential sales will produce direct economic benefits for the UK and beyond.

- Government organisations. It was emphasized in President Obama's economic stimulus plan that government IT organizations should optimize their networks: this dictum applies equally to the UK. The proposed research will facilitate the delivery of video/audio information technology to improve the transparency and efficiency of different governmental bodies. For example (as mentioned in the proposal), Liverpool City Council budget meetings are to be webcast so electors can follow the discussions as the council decides on its budget for 2012/13. This research will make it even easier for citizens to access such services. Other examples include the remote parking information, traffic management systems, etc.

- Medical health centres. With low-cost and large-scale multimedia communication technology, remote diagnoses will become popular which will benefit urgent medical cases, especially for those cases which require doctors to be able to receive examination results (e.g., x-ray pictures). These benefits will undoubtedly improve quality of life.

- Other beneficiaries. The research will provide a scalable wireless backbone for multimedia content delivery in wireless sensor networks (WSNs). WSNs are a popular technology used to develop cutting-edge services for different industries such as energy exploration, the study of wild animals, smart homes, etc.

- Glyndwr University. The University is keen to further strengthen its research profile. The project itself and the involved impact activities will support the University in many different ways: high-impact research, achieving research funding, interdisciplinary collaboration and knowledge transfer activities.

To transfer the project knowledge to the above beneficiaries, the project plans a number of various outreach efforts. (For details please refer to the "Pathways to Impact".)

- Organise presentations to the targeted IT-related and non-IT-related audience.

- Publish our research achievements in high impact journals targeted at both academia and industry, as well as those that are relevant to industrial/commerical actors.

- Create and maintain a website specifically for this project at least one year longer than the project's life time.

- Attend public affairs activities to promote this research to the general public and local small to medium sized companies.

- Utilise existing international collaboration as a channel for the dissemination of this project and so enhance its international impact.
 
Description Three major research findings have been developed in the project.

1. Large-scale communication architecture for multi-source multimedia communications. This research presents a high-performance communication architecture for interactive multimedia content (e.g., 3D virtual worlds, immersive
environments, the interactive streaming of
rich sensor feeds, mobile online gaming) delivery potentially across states.

2. Efficient channel utilization. Being one of the first on multi-flow multicast in wireless mesh networks, the research presents two flow management policies by a set of theoretical analyses using Network Calculus, ameliorating the trade-off between limited channel resources and increasing multi-flow transmissions. The theoretical policies are practiced by a new multi-flow multicast algorithm, efficiently achieving additional transmission opportunity (>50% based on simulation studies) even when channels are considered "saturated" in conventional transmission models.

3. Multi-channel multi-rate multimedia multicast. This research developed novel schemes to explore the combinational advantages of multiple channels and multiple rates in addressing the fast performance degradation of multimedia communications in WMNs. Multimedia multicast coverage with guaranteed throughput is extended via multihop WMNs.
Exploitation Route The developed studies are believed to directly benefit academic researchers in networking by providing 1) algorithm/protocol references and experience for studying future multimedia content delivery and advanced wireless technology; 2) new theorems provide a benchmark for continuous study.

Information technology arising from this project will make possible new practical applications for many other disciplines such as medicine, zoology, modern urban management, public security, mass communications, etc. For example, it will facilitate emergency remote diagnosis of medical problems, or the remote monitoring of wildlife, etc.

Wireless mesh networks present an efficient solutions to community networks. I have been invited to write guest blogs in wireless mesh networks. The readers are industry and local government in Asian Pacific areas. I was also invited to give talks to them to disseminate the project findings.
Sectors Digital/Communication/Information Technologies (including Software),Education,Healthcare,Security and Diplomacy,Transport

 
Description The PI is discussing with a field manager from BP about utilizing the findings to improve the efficiency in oil and gas industry. The PI has also been consulted by the Aberdeenshire Council about setting up a modern wireless network to cover the Aberdeenshire area.
First Year Of Impact 2014
Sector Digital/Communication/Information Technologies (including Software)
 
Description China Scholarship Council
Amount £30,000 (GBP)
Organisation University of Leeds 
Department China Scholarship Council
Sector Academic/University
Country United Kingdom
Start 09/2017 
End 09/2018
 
Description Distinguished Industrial Visiting Fellow
Amount £2,100 (GBP)
Organisation SICSA Scottish Informatics and Computer Science Alliance 
Sector Academic/University
Country United Kingdom
Start 09/2015 
End 10/2015
 
Description Royal Academy of Engineering Research Exchange Award
Amount £6,000 (GBP)
Organisation Royal Academy of Engineering 
Sector Charity/Non Profit
Country United Kingdom
Start 10/2013 
End 10/2014
 
Description SICSA Distinguished Industrial Visiting Fellow 
Organisation AT&T Labs
Country United States 
Sector Private 
PI Contribution The research team made the following contributions via this fellowship. 1. Bring a world-class intellectual to Scotland to enrich Scottish endeavours and research strength in ICT services and products. 2. Promote new international collaborations for SICSA institutions, with the intention of forming a long-term and robust foundation for future collaboration. 3. Fortify Scotland's international standing. The visit will enable Scotland's outstanding yet diverse research profile in Informatics and Computer Science to be learned by an international peer researcher.
Collaborator Contribution Contributions of our partner: 1. Help to produce world-leading research output and impact at the home university of the research team (i.e.,RGU). It paves the way for the research team to closely work with an American multinational telecommunications corporation on emerging and ambitious research problems or projects leading to achievements with world-leading practical and business impact. 2. This collaboration helps RGU to establish research consortia with excellent institutes in Scotland and beyond. 3. The collaboration widens RGU PhD students' horizons in developing and investigating cutting-edge industry-motivated research problems.
Impact SICSA Distinguished Industrial Visiting Fellow
Start Year 2015
 
Description Efficient Resource Utilization for Wireless Multimedia Multicast 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact A seminar talk when the PI visited the Huawei-HKUST Innovation Lab in Hong Kong, China.

This is a research exchange visit.
Year(s) Of Engagement Activity 2013
 
Description Local government visit 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Visited the local government (Aberdeenshire) to discuss the potential project on deploying modern network management based on the results achieved from this project. There are 4 audience. Apart from 1 audience is from a national industry in Cambridge, all other audience are from the local government including managers and technical staff members.
Year(s) Of Engagement Activity 2016
 
Description Meeting with CENSIS 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Industry/Business
Results and Impact The purpose of this activity is to explore commercial opportunities of the research outcome from this EPSRC award through CENSIS. Our research results have the potential to generate practical impact for the digital city project of Aberdeen.
Year(s) Of Engagement Activity 2017
 
Description Research Exhibition 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact Exhibition sparked questions and onsite discussions.

After the exhibition, research groups in other areas (e.g., machine learning, AI) asked for further discussions about a multi-disciplinary research topic.
Year(s) Of Engagement Activity 2014
 
Description Research Exhibition 
Form Of Engagement Activity Participation in an open day or visit at my research institution
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact Around 20 researchers and students in total to RGU for the presentations, which sparked questions and discussion afterwards to explore any collaboration opportunities.
Year(s) Of Engagement Activity 2015
 
Description Telecommunication Networks: Cutting Edge Trends 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact This is an invited keynote speech for IEEE CCODE Conference on March 8-9 2017. During the talk, this EPSRC project was introduced to around 100 conference participant. Questions and discussion were held afterwards, which increased international interest in related project studies.
Year(s) Of Engagement Activity 2017
URL https://ccode.bahria.edu.pk/invited-speakers/