Effective and affordable detection of small UAVs using millimetre wave coherent Doppler radar.

Lead Research Organisation: University of St Andrews
Department Name: Physics and Astronomy

Abstract

Small unmanned aerial vehicles (SUAVs), or drones, have become incredibly popular due to advances in affordable technology which allow them to be very easily controlled, and fully autonomous GPS-guided SUAVs are now publicly available. However, the nefarious use of SAUVs is also increasing and they are now regarded as a potential threat to public privacy, safety and security. There have been many news reports of unwanted SUAV incursions in recent years including Angela Merkel being buzzed at an event in 2013, several mystery drones being sighted over Paris in early 2015, and two cases of SUAVs landing in the White House grounds in 2015.

What if a SUAV-borne camera is being used for reconnaissance at a government building prior to a terrorist attack? What if a SUAV is flown into the path of an aircraft taking off at an airport? What if a larger SUAV equipped with a weapon or explosives is used to attack a large crowd or a nuclear power station? Sadly, these are all credible threats which we cannot ignore and this demands that we have the capability to detect intruding SUAVs and ultimately intervene to neutralise the threat.

The successful detection of the intrusion into controlled spaces by small UAVs depends on being able to detect them reliably at sufficient range, i.e. in sufficient time, to be able to take appropriate evasive action whilst discriminating them from other harmless objects. Any sensor has to achieve this in locations containing complex structures and confusing background signals.

Radar is one of the best techniques to achieve SUAV detection because it is capable of measuring the characteristic Doppler signatures of the rapidly rotating propellers and thus has the potential to distinguish SUAVs from other moving objects such as birds. However, conventional microwave radar struggles to detect the reflections from SUAVs due to their small size and low metal content.

Our previous STFC-funded research has shown that shorter wavelength, millimetre wave radars are particularly well-suited to detecting low reflectivity, slowly moving targets. In that work we developed a radar to measure the Doppler signatures of tiny cloud particles moving high up in the atmosphere. In this project we propose to apply those same techniques to develop a low power, compact, millimetre wave radar demonstrator which will be capable of detecting SUAVs with high probability, and low false alarms, over a wide search area.

We believe there are significant market opportunities for compact, low cost millimetre wave radars which may be deployed rapidly and as part of an ad hoc network that can be easily reconfigured to meet the demands of a wide range of site installations. We anticipate that variants of the radar will be suitable for both fixed, permanent installations (e.g. Centres of National Infrastructure (CNI), power stations, airports, government buildings, and data centres) and flexible, temporary deployments (e.g. VIP appearances, music festivals, motor sport events, sports arenas, parades / demonstrations). Our Project Partner, BAE Systems Applied Intelligence Labs, is very well placed to capitalise on these markets given their track record and experience.

Beyond the direct economic opportunities of supplying equipment to this potentially large market, there are significant indirect economic benefits to being able to prevent SUAV intrusion. Preventing delays, evacuations or ultimately crashes at airports caused by SUAV intrusion will protect the enormous contribution these transport hubs make to the UK economy. Furthermore, preventing the unauthorised recording/filming of new movies and major sporting events from SUAV-borne cameras will protect valuable intellectual property. Of course, the threat from SUAVs is not limited to the UK: if a reliable system is developed from this research, it could be exported to foreign nations that share the same concerns, bringing further wealth to the UK economy.

Planned Impact

Social: The proliferation of small UAVs (SUAVs) has been accelerated by advances in affordable technology which allows even the most inexperienced of pilots to have good control of the craft, and fully autonomous GPS-guided SUAVs are becoming ever more affordable. Furthermore, the increasing payload capacity of SUAVs makes them potentially ever more dangerous. The negative social impact of SUAVs is already being seen, with well-publicised incidents of snooping and invasion of controlled spaces (e.g. Angela Merkel, Sept. 2013; Paris, Feb/March 2015; White House, Jan & May 2015).

The development of an affordable and reliable method of detecting the intrusion of SUAVs into controlled environments will bring enormous social benefits through an increase in the privacy, safety and security of the citizen by:
(i) Preserving the dignity and privacy of public figures (e.g. Royal Family, politicians, VIPs) and members of the public by preventing unwanted photography/filming and harassment.
(ii) Enhancing safety at crowded places (e.g. festivals, parades, sports events).
(iii) Enhancing the security of sites of critical national infrastructure (CNI) (e.g. airports, border crossings, power stations).

Economic: The nefarious use of SUAVs can also have a negative economic impact. One of the most compelling cases for economic benefit is the prevention of a SUAV overflying or landing on a major airport runway, such as Heathrow. If COTS millimetre wave radar systems can be exploited to provide a SUAV warning system at a modest price-point, integrated with existing perimeter security systems, they could prevent the huge costs incurred by delays in flights and possible airport evacuations. Furthermore, this would help maintain the reputation of the UK's airports as being amongst the safest and most efficient transport hubs, thereby protecting the enormous contribution they make to the UK economy.

The production of TV series and feature films is a multi-£billion industry so studios and production companies make every effort to protect their intellectual property and keep information about new productions secret until the official release. Film set overflights by SUAVs equipped with high definition cameras not only compromises this IP but can incur expensive delays in shooting and potentially places the cast and crew in danger. Similarly, the broadcasting rights to major outdoor sporting and music events are very lucrative and vigorously protected so unauthorised recording/filming, either directly from SUAVs or by cameras delivered to inaccessible locations (e.g. on the stadium roof) by SUAV, could be prevented by deploying a counter-SUAV system.

We believe the most relevant initial applications scenarios are (i) permanent security installations for CNI sites such as nuclear power stations, airports, oil refineries and major government buildings and (ii) temporary security installations for public events such as music festivals, sporting events, VIP appearances, etc. delivered through event security companies. The potential market for the above two scenarios is obviously massive, with most scenarios of any size requiring the use of multiple sensors providing either an upward pointing "radar fence" around the perimeter, or nearly complete hemispherical coverage around a site. Our Project Partner is very well placed to capitalise on these markets given their track record and experience.

A successful commercial solution will be achievable by leveraging low-cost millimetre wave chipsets from the automotive and communications markets. There will be substantial economic rewards available to the system manufacturer, supply chain companies and security providers. Of course, the threat from SUAVs is not limited to the UK: if a reliable system is developed from this research, it could be exported to foreign nations that share the same concerns, bringing further wealth to the UK economy.
 
Description Drones can be readily detected and classified using millimetre wave radar. Drones can be distinguished from birds by measuring their micro-Doppler signatures (time varying signatures arising from their internal motion i.e. propellers and wing beats) despite being of similar size and flying at similar speeds. Millimetre wave radar is particularly suitable for this task as it has high Doppler sensitivity meaning it can reveal finer details in the Doppler signatures than would be possible using lower frequency, microwave radars. Classification algorithms can be applied in real time such that a radar could be used to reliably detect the presence of a drone without being confused by the presence of other moving objects like birds, humans or vehicles.
Exploitation Route We aim to commercialise our drone detection radar technology in partnership with industry.

Our publication on the micro-Doppler signatures of drones and birds may contain information to ornithologists and people wishing to study avian behaviour.
Sectors Aerospace, Defence and Marine,Digital/Communication/Information Technologies (including Software),Electronics,Security and Diplomacy

 
Description Doubling the range of a drone detection radar.
Amount £12,326 (GBP)
Organisation University of St Andrews 
Sector Academic/University
Country United Kingdom
Start 04/2019 
End 04/2020
 
Description Drone detection radar stakeholder demonstration
Amount £2,480 (GBP)
Organisation University of St Andrews 
Sector Academic/University
Country United Kingdom
Start 09/2018 
End 09/2019
 
Description Drone detection radar user technology maturation for commercialisation
Amount £20,000 (GBP)
Funding ID Impact Acceleration Account 
Organisation Science and Technologies Facilities Council (STFC) 
Sector Public
Country United Kingdom
Start 05/2019 
End 05/2020
 
Description Radar signature characterization & analysis of unmanned aerial vehicles (UAVs) equipped with threat payloads
Amount $66,289 (USD)
Funding ID W911NF-19-2-0075 
Organisation US Army Research Lab 
Sector Public
Country United States
Start 05/2019 
End 10/2019
 
Description Project partnership with BAE Systems AI Labs 
Organisation BAE Systems
Country United Kingdom 
Sector Academic/University 
PI Contribution We lead the project and are undertaking the majority of the work.
Collaborator Contribution AI Labs are providing guidance on user requirements, access to stakeholders, advice on spectrum allocation and technical support on millimetre wave radar design.
Impact 5 research papers. https://doi.org/10.1117/12.2261942 https://doi.org/10.1109/sspd.2017.8233269 https://doi.org/10.1117/12.2304368 https://doi.org/10.1049/iet-rsn.2018.5122 https://doi.org/10.1038/s41598-018-35880-9
Start Year 2016
 
Description Sellafield Ltd. 
Organisation Sellafield Ltd
Country United Kingdom 
Sector Private 
PI Contribution We led the project and provided update briefings to our collaborator.
Collaborator Contribution Sellafield Ltd. provided end-use scenario advice, contact with government agencies and assistance with trials of the drone detection radar.
Impact 5 research papers. https://doi.org/10.1117/12.2261942 https://doi.org/10.1109/sspd.2017.8233269 https://doi.org/10.1117/12.2304368 https://doi.org/10.1049/iet-rsn.2018.5122 https://doi.org/10.1038/s41598-018-35880-9
Start Year 2016
 
Description ADS Group Drone Platform And Counter-drone (DPAC) Special Interest Group meetings 
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 Networking opportunities leading to new contacts for potential technology exploitation. 4 meetings.
Year(s) Of Engagement Activity 2019,2020
 
Description Counter Drones Conference 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Attended the Counter Drone Conference in London to hear presentations from practitioners and to engage with government and industry contacts. Gathered valuable data about capabilities of existing drone detection systems. Made initial contacts with potential future partners.
Year(s) Of Engagement Activity 2017
URL https://counteringdrones.iqpc.co.uk/
 
Description Counter UAV Industry Engagement Day 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Attended this event to learn more about UK government programmes to address the issue of drones. Presentations from the Police, Her Majesty's Prison and Probation Service and Centre for the Protection of National Infrastructure. Engaged with several companies operating in the drone detection market to evaluate competition and identify potential partners.
Year(s) Of Engagement Activity 2018
 
Description Drone detection radar demo 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact We undertook a stakeholder demonstration of the drone detection radar to attendees from Sellafield Ltd. and DSTL. It was a live outdoor demonstration with professional drone pilots flying various commercial drones along with us flying our own. Along with the demo, there was a whole day meeting with the attendees regarding the demonstrator radar and the commercial and further research prospects. The whole event was quite successful as the feedback was quite encouraging which has led to further complementary project applications with direct support from the attendees' organizations.
Year(s) Of Engagement Activity 2019
 
Description EMSIG Advanced Signal Processing 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact We delivered a presentation which included work undertaken on this project to the EMSIG Advanced Signal Processing workshop in Glasgow. Approximately 50 people were in attendance.
Year(s) Of Engagement Activity 2018
 
Description EMSIG Annual Meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact We displayed a poster describing this project to the Electromagnetic System Interest Group (EMSIG) - The UK Radar Society in Birmingham. Representatives of all the UK's university radar groups, the majority of radar companies and several government agencies were present (~130 in total).
Year(s) Of Engagement Activity 2018
 
Description EMSIG MODEST meeting 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact We delivered a presentation on our work, including this project, to the EMISG MODEST (Modern trends in short range sensing) special interest group in Birmingham which was attended by ~50 people all actively working in this area.
Year(s) Of Engagement Activity 2018
 
Description International Security Expo 2018 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Attended International Security Expo in Olympia, London, and participated in the Drone and Counter Drone workshop and visited the trade show stands. Engaged with: (i) Robin Radar, one of the leading competitors in drone detection radar, (ii) FlitBird, a Chinese manufacturer of surveillance radars, (iii) MoD's Director for C-UAS, (iv) ADS Group's Drone Platform and Counter-drone special interest group.
Year(s) Of Engagement Activity 2018
URL https://www.internationalsecurityexpo.com/
 
Description JSaRC Countering Drones day 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact JSaRC briefing event related to counter-drone policy, technology evaluation and funding opportunities. Networking opportunity for potential collaboration and commercial exploitation of technology.
Year(s) Of Engagement Activity 2020
 
Description Kick-off meeting at BAE Systems, Chelmsford 
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 Project kick-off meeting at BAE Systems AI Labs, Chelmsford with several of their staff. Discussed operational scenarios, end-use requirements and project plan.
Year(s) Of Engagement Activity 2016
 
Description Project meeting at BAE Systems, Chelmsford 
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 Project meeting with partners at BAE Systems AI Labs to review project progress, discuss frequency allocations and plan data collection.
Year(s) Of Engagement Activity 2017
 
Description Radar Away Day 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Presented poster on our drone detection research at Radar Away Day in Birmingham, organised to bring together the UK radar community. Excellent networking opportunity with other researchers and industrial contacts working in this field.
Year(s) Of Engagement Activity 2017
 
Description SAPIENT meeting 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Attended workshop on the SAPIENT software architecture developed by QinetiQ and DSTL for networked security sensors. Gained better understanding of this emerging 'standard' and how it may apply to our drone detection radar system. Useful engagement with DSTL staff.
Year(s) Of Engagement Activity 2017
 
Description UCL Drone radar workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact I gave a presentation on our newly started drone detection radar project to a group of people from government, industry and academia who work in this field. This helped us build better links with certain organisations, particularly DSTL.
Year(s) Of Engagement Activity 2016
 
Description UK Security Expo 2017 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Industry/Business
Results and Impact Attended the UK Security Expo 2017 to identify companies operating in the drone detection market and to find potential industrial partners for future commercialisation. Several positive contacts made.
Year(s) Of Engagement Activity 2017
URL https://www.uksecurityexpo.com/welcome
 
Description Visit from Sellafield Ltd. 
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 A member of staff from Sellafield Ltd. visited us to review project progress, provide an update on end-user requirements and to plan system trials.
Year(s) Of Engagement Activity 2017
 
Description Visit to Sellafield Ltd. 
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 I visited Sellafield Ltd. in Cumbria to review end-use requirements for drone detection and to provide them with a briefing on progress with out project.
Year(s) Of Engagement Activity 2016