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Future use of millimetre waves – outcome of
WRC-15 and study priorities for WRC-19
Presentation for the UK Spectrum Policy Forum
Janette Stewart
16 December 2015
Millimetre-wave bands to be studied for WRC-19
Introduction
Millimetre-wave bands to be studied for WRC-19
Existing UK uses of the bands under study for 5G
Questions for further consideration
2Contents
To consider identification of frequency bands for the future
development of IMT3 including possible additional
allocations, in accordance with Resolution COM6/20
Studies on frequency-related matters for IMT including
possible additional allocations to the mobile service on a
primary basis in portions of 24.25–86GHz spectrum
Development of regulatory framework for non-GSO FSS2 in
the bands 37.5–39.5GHz (S-E), 39.5–42.5GHz (S-E),
47.2–50.2GHz (E-S) and 50.4–51.4GHz (E-S)
Based on ITU-R studies in accordance with COM6/21, to
consider appropriate regulatory actions for gateway and fixed
terminal links for HAPS4 (38–39.5GHz globally)
The WRC-15 outputs provide a good indication of future millimetre-wave
priorities, in the context of bands to be studied ahead of WRC-19
3Introduction
1 AI = Agenda Item of WRC-19
2 ISS = Fixed Satellite Service
3 IMT= International Mobile Telecommunications, including future development of IMT beyond 2020 (i.e. 5G)
4 HAPS = High Altitude Platform Stations. HAPS study also includes study in 21.4–22GHz and 24.25–27.5GHz in ITU Region 2
AI 1.13
Resolution COM6/20
(WRC-15)
AI 1.61
AI 1.14
Scope
From the agenda for WRC-19, contained
in ITU Resolution COM6/16 (WRC-15):
Millimetre-wave bands to be studied for WRC-19
Introduction
Millimetre-wave bands to be studied for WRC-19
Existing UK uses of the bands under study for 5G
Questions for further consideration
4Contents
Resolution COM6/20 invites studies of sharing and compatibility between
5G and existing services in selected bands above 24.25GHz, under AI 1.13
5Frequency bands under study
Scope/considerations Bands selected for 5G study
Study outputs
 IMT systems are being evolved to provide diverse usage scenarios
including enhanced mobile broadband, machine-type communications and
ultra-reliable, low-latency communication
 Ultra-low-latency and high-bit-rate applications will require larger
contiguous blocks of spectrum
 Shorter wavelength bands better enable use of advanced antenna systems
 Any identification of frequency bands for IMT should take into account the
use of the bands by existing services. There should be no additional
regulatory or technical constraints imposed on services to which the band
is currently allocated on a primary basis
 24.25–27.5GHz, 37–40.5GHz, 42.5–42.5GHz,
45.5–47GHz, 47.2–50.2GHz, 50.4–52.6GHz,
66–76GHz and 81–86GHz, which have
allocations to the mobile service on a primary
basis
 31.8–33.4GHz, 40.5–42.5GHz and
47–47.2GHz, which may require additional
allocations to the mobile service on a primary
basis
 When conducting studies in the 24.5–27.5GHz
band, there is a need to ensure the protection
of existing earth stations and the deployment of
future receiving earth stations under the
allocation to the Earth Exploration Satellite
Service (EESS) and Space Research Service
(SRS)
 Spectrum needs for the terrestrial component of IMT in the frequency
range between 24.25 and 86GHz, including the timeframe in which the
spectrum is needed
 Sharing and compatibility studies on feasibility of 5G use in selected bands
 Consideration at WRC-19 of additional allocations to the mobile service on
a primary basis, and identification of bands for IMT
Resolution COM6/18 describes considerations for the FSS regulatory
framework in 37.5–39.5GHz, 39.5–42.5GHz, 47.2–50.2GHz and 50.4–51.4GHz
6Frequency bands under study
Scope/considerations Bands under study for non-GSO FSS
Study outputs
 There is a need to encourage development and implementation of
new technologies in the FSS at frequencies above 30GHz
 Non-GSO FSS shall not cause unacceptable interference to GSO
FSS and BSS networks and shall not claim protection from them
 Technical sharing studies are required to ascertain the feasibility and
conditions for non-GSO FSS systems sharing the bands 37.5–
42.5GHz (space to Earth), 47.2–50.2GHz (Earth to space) and 50.4–
51.4GHz (Earth to space) with GSO satellite networks and with other
non-GSO satellite networks
 37.5–42.5GHz (space to Earth)
 47.2–48.9GHz (feeder links only)
 48.9–50.2GHz and 50.4–51.4GHz (space to Earth)
 Technical and operational issues and regulatory provisions for the
operation of non-GSO FSS networks in the stated bands
 Necessary requirements to protect EESS in 36–37GHz and 50.2–
50.4GHz and protection requirements for radio astronomy in 42–5–
43.5GHz, 48.94–49.04GHz and 51.4–54.25GHz
Resolution COM6/21 is about additional spectrum needs for gateway and
fixed terminal links for HAPS in 38–39.5GHz globally
7Frequency bands under study
Scope/considerations Detailed bands under study
Study outputs
 High altitude platform stations are one possible means of providing
fixed broadband connectivity in remote areas and with minimal ground
infrastructure
 Tests are being made of broadband delivered using lightweight, solar-
powered aircraft and airships at altitudes of 20–50km
 WRC-97 added a global identification for HAPS in 47.2–47.5GHz and
47.9–48.2GHz, and WRC-2000 agreed on a HAPS identification in
27.9–28.2GHz (fixed downlink) paired with 31.0–31.3GHz (fixed
uplink) outside Region 2, and on additional spectrum identifications for
HAPS under S5.388 (IMT) in some countries
 38–39.5GHz (globally)
 21.4–22GHz and 24.25–27.5GHz in Region 2
 Additional spectrum needs for gateway and fixed terminal links for
HAPS to provide broadband connectivity in the fixed service
 Suitability of existing frequency identifications
 Study on use of 38–39.5GHz (globally) and 21.4–22GHz and 24.25–
27.5GHz in Region 2 for gateway and fixed terminal links for HAPS, to
meet any spectrum needs not satisfied by existing identifications
Millimetre-wave bands to be studied for WRC-19
Introduction
Millimetre-wave bands to be studied for WRC-19
Existing UK uses of the bands under study for 5G
Questions for further consideration
8Contents
Indefinite-duration licences for 32GHz and 40GHz were auctioned in 2008,
whereas Ofcom issues individual fixed-link licences in 24GHz and 38GHz
9Existing UK uses of the bands under study for 5G
Frequency
range
International
allocations
UK use
24.25–
27.5GHz
▪ Fixed
▪ Fixed satellite
▪ Radio navigation
(Regions 2 and 3)
▪ 24.5–26.5GHz is an Ofcom-managed band for fixed link use
▪ EC Decision 2005/50/EC on the harmonisation of 21.65–26.65GHz for time–
limited use for automotive short-range radar equipment applied in the UK
until 2013
31.8–
33.4GHz
▪ Fixed
▪ Radio navigation
▪ Space research
▪ This is the ‘32GHz band’ auctioned as part of the 10–40GHz auction in 2008
(along with 10GHz, 28GHz and 40GHz)
▪ Licence holders are MLL, BT, EE and Hutchison 3G. Licences were
awarded indefinitely and are technology-neutral and tradable
37–40GHz ▪ Fixed
▪ Fixed satellite
▪ Mobile
▪ Earth exploration
satellite
(secondary)
▪ 37–39.5GHz is an Ofcom-managed band for fixed-link use (‘38GHz band’)
▪ 37.5–42.5GHz is under study at WRC-19 for facilitating non-GSO FSS
(AI 1.6 and COM 6/18)
▪ 38–39.5GHz is under study at WRC–19 for HAPS (AI 1.14 WRC-19 and
COM 6/21)
40.5–
42.5GHz
and
42.5–
43.5GHz
▪ Fixed
▪ Fixed satellite
▪ Mobile (secondary)
▪ Broadcasting
satellite
▪ Broadcasting
▪ This is part of the ‘40GHz band’, also auctioned as part of the 10–40GHz
auction
▪ Licence holders are MLL, UK Broadband, EE and Hutchison 3G
▪ 37.5–42.5GHz is under study at WRC-19 for facilitating non-GSO FSS
(AI 1.6 WRC-19 and COM 6/18)
Ofcom’s 5G consultation indicated that 45.5–47GHz is largely unused in
the UK and Europe. There is an Ofcom-managed fixed-link band at 52GHz
10
1 Programme-Making and Special Events
Existing UK uses of the bands under study for 5G
Frequency
range
International allocations UK use
45.5–47GHz ▪ Mobile
▪ Mobile satellite
▪ Radio navigation
▪ Radio navigation
satellite
▪ Largely unused both in the UK and Europe, according to
Ofcom’s consultation Laying the foundations for next generation
mobile services, update on bands above 6GHz of April 2015
47–47.2GHz ▪ Amateur
▪ Amateur satellite
▪ Allocated to amateur and amateur satellite only
47.2–50.2GHz ▪ Fixed
▪ Fixed satellite
▪ Mobile
▪ Used for FSS earth stations and feeder links, and also
available for PMSE1 use (also HAPS in 47.2–47.5GHz from
WRC-97)
▪ 47.2–50.2GHz is under study for facilitating non-GSO FSS
(AI 1.6 WRC-19 and COM 6/18)
50.4–52.6GHz ▪ Fixed
▪ Fixed satellite
▪ Mobile
▪ 50.4–51.4GHz is allocated for military use
▪ 51.4–52.6GHz is an Ofcom-managed band for terrestrial
fixed links
▪ 50.4–51.4GHz is under study for facilitating non-GSO FSS
(AI 1.6 WRC-19 and COM 6/18)
Management of the E-band (71–76GHz and 81–86GHz) has been modified to
increase Ofcom’s management of the band, based on industry feedback1
11
1 Ofcom originally made the E-Band available in the UK on a light licensed basis but modified regulations in 2013 such
that part of the band is now managed by Ofcom, to provide more active interference management and higher link
availability. This change was based on industry feedback, to provide greater certainty on spectrum access for ‘carrier
grade’ fixed-link applications
Existing UK uses of the bands under study for 5G
Frequency range International allocations UK use
66–76GHz ▪ 66–71GHz:
– Mobile
– Mobile satellite
– Radio navigation
– Radio navigation
satellite
▪ 71–76GHz:
– Fixed
– Fixed satellite
– Mobile
– Mobile satellite
▪ 66–71GHz is unused according to Ofcom’s consultation on
spectrum bands for 5G
▪ The following bands are used for fixed links:
– Ofcom-coordinated: 71.125–73.125GHz
– Self-coordinated: 73.375–75.875GHz
81–86GHz ▪ Fixed
▪ Fixed satellite
▪ Mobile
▪ Mobile satellite
▪ Radio astronomy
▪ The following bands are used for fixed links:
– Ofcom-coordinated: 81.125–83.125GHz
– Self-coordinated: 83.375–85.875GHz
Introduction
Millimetre-wave bands to be studied for WRC-19
Existing UK uses of the bands under study for 5G
Questions for further consideration
12Contents
The key questions leading up to WRC-19 are how to establish the UK
industry’s priorities for 5G within a broadly defined agenda item
13Questions for the UK Spectrum Policy Forum
Some key questions on
the future of microwave
spectrum in the UK
following WRC-15
Understanding the need for 5G spectrum (in bands ranging from
24.25GHz to 86GHz) – What key characteristics of 5G millimetre-wave
technology might influence spectrum need and assist with selecting the
preferred bands (e.g. transceiver design, required bandwidth, range,
band configuration, etc.)?
Support for CEPT and ITU processes – How can UK industry best
help Ofcom and CEPT to conduct the necessary studies on 5G spectrum
need? What other priorities does UK industry foresee for the bands
being studied for 5G (e.g. non-GSO FSS)?
Priorities for sharing studies – What technical sharing studies need to
have priority (e.g. 5G with fixed links, EESS, FSS, other)? How can UK
industry contribute to these studies? What are priority bands (if any)
among those under study, and/or how can these be determined?
Contact details
14
Janette Stewart
Principal
janette.stewart@analysysmason.com
0)1223 460866
Boston
Tel: +1 202 331 3080
boston@analysysmason.com
Cambridge
Tel: +44 (0)1223 460600
cambridge@analysysmason.com
Dubai
Tel: +971 (0)4 446 7473
dubai@analysysmason.com
Dublin
Tel: +353 (0)1 602 4755
dublin@analysysmason.com
London
Tel: +44 (0)20 7395 9000
london@analysysmason.com
Madrid
Tel: +34 91 399 5016
madrid@analysysmason.com
Milan
Tel: +39 02 76 31 88 34
milan@analysysmason.com
New Delhi
Tel: +91 124 4501860
newdelhi@analysysmason.com
Paris
Tel: +33 (0)1 72 71 96 96
paris@analysysmason.com
Singapore
Tel: +65 6493 6038
singapore@analysysmason.com
Basel
Tel: +41 61 5881000
basel@analysysmason.com
Manchester
Tel: +44 (0)161 877 7808
manchester@analysysmason.com
@AnalysysMason linkedin.com/company/analysys-mason youtube.com/AnalysysMason analysysmason.com/RSS

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Future use of millimetre waves – outcome of WRC-15 and study priorities for WRC-19

  • 1. Future use of millimetre waves – outcome of WRC-15 and study priorities for WRC-19 Presentation for the UK Spectrum Policy Forum Janette Stewart 16 December 2015
  • 2. Millimetre-wave bands to be studied for WRC-19 Introduction Millimetre-wave bands to be studied for WRC-19 Existing UK uses of the bands under study for 5G Questions for further consideration 2Contents
  • 3. To consider identification of frequency bands for the future development of IMT3 including possible additional allocations, in accordance with Resolution COM6/20 Studies on frequency-related matters for IMT including possible additional allocations to the mobile service on a primary basis in portions of 24.25–86GHz spectrum Development of regulatory framework for non-GSO FSS2 in the bands 37.5–39.5GHz (S-E), 39.5–42.5GHz (S-E), 47.2–50.2GHz (E-S) and 50.4–51.4GHz (E-S) Based on ITU-R studies in accordance with COM6/21, to consider appropriate regulatory actions for gateway and fixed terminal links for HAPS4 (38–39.5GHz globally) The WRC-15 outputs provide a good indication of future millimetre-wave priorities, in the context of bands to be studied ahead of WRC-19 3Introduction 1 AI = Agenda Item of WRC-19 2 ISS = Fixed Satellite Service 3 IMT= International Mobile Telecommunications, including future development of IMT beyond 2020 (i.e. 5G) 4 HAPS = High Altitude Platform Stations. HAPS study also includes study in 21.4–22GHz and 24.25–27.5GHz in ITU Region 2 AI 1.13 Resolution COM6/20 (WRC-15) AI 1.61 AI 1.14 Scope From the agenda for WRC-19, contained in ITU Resolution COM6/16 (WRC-15):
  • 4. Millimetre-wave bands to be studied for WRC-19 Introduction Millimetre-wave bands to be studied for WRC-19 Existing UK uses of the bands under study for 5G Questions for further consideration 4Contents
  • 5. Resolution COM6/20 invites studies of sharing and compatibility between 5G and existing services in selected bands above 24.25GHz, under AI 1.13 5Frequency bands under study Scope/considerations Bands selected for 5G study Study outputs  IMT systems are being evolved to provide diverse usage scenarios including enhanced mobile broadband, machine-type communications and ultra-reliable, low-latency communication  Ultra-low-latency and high-bit-rate applications will require larger contiguous blocks of spectrum  Shorter wavelength bands better enable use of advanced antenna systems  Any identification of frequency bands for IMT should take into account the use of the bands by existing services. There should be no additional regulatory or technical constraints imposed on services to which the band is currently allocated on a primary basis  24.25–27.5GHz, 37–40.5GHz, 42.5–42.5GHz, 45.5–47GHz, 47.2–50.2GHz, 50.4–52.6GHz, 66–76GHz and 81–86GHz, which have allocations to the mobile service on a primary basis  31.8–33.4GHz, 40.5–42.5GHz and 47–47.2GHz, which may require additional allocations to the mobile service on a primary basis  When conducting studies in the 24.5–27.5GHz band, there is a need to ensure the protection of existing earth stations and the deployment of future receiving earth stations under the allocation to the Earth Exploration Satellite Service (EESS) and Space Research Service (SRS)  Spectrum needs for the terrestrial component of IMT in the frequency range between 24.25 and 86GHz, including the timeframe in which the spectrum is needed  Sharing and compatibility studies on feasibility of 5G use in selected bands  Consideration at WRC-19 of additional allocations to the mobile service on a primary basis, and identification of bands for IMT
  • 6. Resolution COM6/18 describes considerations for the FSS regulatory framework in 37.5–39.5GHz, 39.5–42.5GHz, 47.2–50.2GHz and 50.4–51.4GHz 6Frequency bands under study Scope/considerations Bands under study for non-GSO FSS Study outputs  There is a need to encourage development and implementation of new technologies in the FSS at frequencies above 30GHz  Non-GSO FSS shall not cause unacceptable interference to GSO FSS and BSS networks and shall not claim protection from them  Technical sharing studies are required to ascertain the feasibility and conditions for non-GSO FSS systems sharing the bands 37.5– 42.5GHz (space to Earth), 47.2–50.2GHz (Earth to space) and 50.4– 51.4GHz (Earth to space) with GSO satellite networks and with other non-GSO satellite networks  37.5–42.5GHz (space to Earth)  47.2–48.9GHz (feeder links only)  48.9–50.2GHz and 50.4–51.4GHz (space to Earth)  Technical and operational issues and regulatory provisions for the operation of non-GSO FSS networks in the stated bands  Necessary requirements to protect EESS in 36–37GHz and 50.2– 50.4GHz and protection requirements for radio astronomy in 42–5– 43.5GHz, 48.94–49.04GHz and 51.4–54.25GHz
  • 7. Resolution COM6/21 is about additional spectrum needs for gateway and fixed terminal links for HAPS in 38–39.5GHz globally 7Frequency bands under study Scope/considerations Detailed bands under study Study outputs  High altitude platform stations are one possible means of providing fixed broadband connectivity in remote areas and with minimal ground infrastructure  Tests are being made of broadband delivered using lightweight, solar- powered aircraft and airships at altitudes of 20–50km  WRC-97 added a global identification for HAPS in 47.2–47.5GHz and 47.9–48.2GHz, and WRC-2000 agreed on a HAPS identification in 27.9–28.2GHz (fixed downlink) paired with 31.0–31.3GHz (fixed uplink) outside Region 2, and on additional spectrum identifications for HAPS under S5.388 (IMT) in some countries  38–39.5GHz (globally)  21.4–22GHz and 24.25–27.5GHz in Region 2  Additional spectrum needs for gateway and fixed terminal links for HAPS to provide broadband connectivity in the fixed service  Suitability of existing frequency identifications  Study on use of 38–39.5GHz (globally) and 21.4–22GHz and 24.25– 27.5GHz in Region 2 for gateway and fixed terminal links for HAPS, to meet any spectrum needs not satisfied by existing identifications
  • 8. Millimetre-wave bands to be studied for WRC-19 Introduction Millimetre-wave bands to be studied for WRC-19 Existing UK uses of the bands under study for 5G Questions for further consideration 8Contents
  • 9. Indefinite-duration licences for 32GHz and 40GHz were auctioned in 2008, whereas Ofcom issues individual fixed-link licences in 24GHz and 38GHz 9Existing UK uses of the bands under study for 5G Frequency range International allocations UK use 24.25– 27.5GHz ▪ Fixed ▪ Fixed satellite ▪ Radio navigation (Regions 2 and 3) ▪ 24.5–26.5GHz is an Ofcom-managed band for fixed link use ▪ EC Decision 2005/50/EC on the harmonisation of 21.65–26.65GHz for time– limited use for automotive short-range radar equipment applied in the UK until 2013 31.8– 33.4GHz ▪ Fixed ▪ Radio navigation ▪ Space research ▪ This is the ‘32GHz band’ auctioned as part of the 10–40GHz auction in 2008 (along with 10GHz, 28GHz and 40GHz) ▪ Licence holders are MLL, BT, EE and Hutchison 3G. Licences were awarded indefinitely and are technology-neutral and tradable 37–40GHz ▪ Fixed ▪ Fixed satellite ▪ Mobile ▪ Earth exploration satellite (secondary) ▪ 37–39.5GHz is an Ofcom-managed band for fixed-link use (‘38GHz band’) ▪ 37.5–42.5GHz is under study at WRC-19 for facilitating non-GSO FSS (AI 1.6 and COM 6/18) ▪ 38–39.5GHz is under study at WRC–19 for HAPS (AI 1.14 WRC-19 and COM 6/21) 40.5– 42.5GHz and 42.5– 43.5GHz ▪ Fixed ▪ Fixed satellite ▪ Mobile (secondary) ▪ Broadcasting satellite ▪ Broadcasting ▪ This is part of the ‘40GHz band’, also auctioned as part of the 10–40GHz auction ▪ Licence holders are MLL, UK Broadband, EE and Hutchison 3G ▪ 37.5–42.5GHz is under study at WRC-19 for facilitating non-GSO FSS (AI 1.6 WRC-19 and COM 6/18)
  • 10. Ofcom’s 5G consultation indicated that 45.5–47GHz is largely unused in the UK and Europe. There is an Ofcom-managed fixed-link band at 52GHz 10 1 Programme-Making and Special Events Existing UK uses of the bands under study for 5G Frequency range International allocations UK use 45.5–47GHz ▪ Mobile ▪ Mobile satellite ▪ Radio navigation ▪ Radio navigation satellite ▪ Largely unused both in the UK and Europe, according to Ofcom’s consultation Laying the foundations for next generation mobile services, update on bands above 6GHz of April 2015 47–47.2GHz ▪ Amateur ▪ Amateur satellite ▪ Allocated to amateur and amateur satellite only 47.2–50.2GHz ▪ Fixed ▪ Fixed satellite ▪ Mobile ▪ Used for FSS earth stations and feeder links, and also available for PMSE1 use (also HAPS in 47.2–47.5GHz from WRC-97) ▪ 47.2–50.2GHz is under study for facilitating non-GSO FSS (AI 1.6 WRC-19 and COM 6/18) 50.4–52.6GHz ▪ Fixed ▪ Fixed satellite ▪ Mobile ▪ 50.4–51.4GHz is allocated for military use ▪ 51.4–52.6GHz is an Ofcom-managed band for terrestrial fixed links ▪ 50.4–51.4GHz is under study for facilitating non-GSO FSS (AI 1.6 WRC-19 and COM 6/18)
  • 11. Management of the E-band (71–76GHz and 81–86GHz) has been modified to increase Ofcom’s management of the band, based on industry feedback1 11 1 Ofcom originally made the E-Band available in the UK on a light licensed basis but modified regulations in 2013 such that part of the band is now managed by Ofcom, to provide more active interference management and higher link availability. This change was based on industry feedback, to provide greater certainty on spectrum access for ‘carrier grade’ fixed-link applications Existing UK uses of the bands under study for 5G Frequency range International allocations UK use 66–76GHz ▪ 66–71GHz: – Mobile – Mobile satellite – Radio navigation – Radio navigation satellite ▪ 71–76GHz: – Fixed – Fixed satellite – Mobile – Mobile satellite ▪ 66–71GHz is unused according to Ofcom’s consultation on spectrum bands for 5G ▪ The following bands are used for fixed links: – Ofcom-coordinated: 71.125–73.125GHz – Self-coordinated: 73.375–75.875GHz 81–86GHz ▪ Fixed ▪ Fixed satellite ▪ Mobile ▪ Mobile satellite ▪ Radio astronomy ▪ The following bands are used for fixed links: – Ofcom-coordinated: 81.125–83.125GHz – Self-coordinated: 83.375–85.875GHz
  • 12. Introduction Millimetre-wave bands to be studied for WRC-19 Existing UK uses of the bands under study for 5G Questions for further consideration 12Contents
  • 13. The key questions leading up to WRC-19 are how to establish the UK industry’s priorities for 5G within a broadly defined agenda item 13Questions for the UK Spectrum Policy Forum Some key questions on the future of microwave spectrum in the UK following WRC-15 Understanding the need for 5G spectrum (in bands ranging from 24.25GHz to 86GHz) – What key characteristics of 5G millimetre-wave technology might influence spectrum need and assist with selecting the preferred bands (e.g. transceiver design, required bandwidth, range, band configuration, etc.)? Support for CEPT and ITU processes – How can UK industry best help Ofcom and CEPT to conduct the necessary studies on 5G spectrum need? What other priorities does UK industry foresee for the bands being studied for 5G (e.g. non-GSO FSS)? Priorities for sharing studies – What technical sharing studies need to have priority (e.g. 5G with fixed links, EESS, FSS, other)? How can UK industry contribute to these studies? What are priority bands (if any) among those under study, and/or how can these be determined?
  • 14. Contact details 14 Janette Stewart Principal janette.stewart@analysysmason.com 0)1223 460866 Boston Tel: +1 202 331 3080 boston@analysysmason.com Cambridge Tel: +44 (0)1223 460600 cambridge@analysysmason.com Dubai Tel: +971 (0)4 446 7473 dubai@analysysmason.com Dublin Tel: +353 (0)1 602 4755 dublin@analysysmason.com London Tel: +44 (0)20 7395 9000 london@analysysmason.com Madrid Tel: +34 91 399 5016 madrid@analysysmason.com Milan Tel: +39 02 76 31 88 34 milan@analysysmason.com New Delhi Tel: +91 124 4501860 newdelhi@analysysmason.com Paris Tel: +33 (0)1 72 71 96 96 paris@analysysmason.com Singapore Tel: +65 6493 6038 singapore@analysysmason.com Basel Tel: +41 61 5881000 basel@analysysmason.com Manchester Tel: +44 (0)161 877 7808 manchester@analysysmason.com @AnalysysMason linkedin.com/company/analysys-mason youtube.com/AnalysysMason analysysmason.com/RSS