This document discusses spectrum requirements for unmanned aircraft systems (UAS) operating beyond line of sight (BLOS). It finds that existing aeronautical mobile satellite allocations do not meet projected needs and additional spectrum is required. Ku and Ka-band satellite systems can support UAS control links but UAS will require small high-gain antennas to operate efficiently in these bands. The document concludes that while studies are underway in ICAO, operation of UAS under fixed-satellite allocations is a potential solution to provide the necessary bandwidth to meet safety requirements and support various UAS applications.
Increasing the usable Ka band spectrum for satellite communications--the CoRa...techUK
Presentation from the UK Spectrum Policy Forum Plenary meeting on 14th July 2015.
Guest talk by Prof. Barry Evans, The Alec Harley Reeves Chair in Information Systems Engineering, CCSR, University of Surrey
Module 4
Wireless Wide Area Networks and LTE Technology Design Private and public leased networks. Video conferencing, television and radio broadcast transmissions. Wireless WAN, Cellular Networks, Mobile IP Management in Cellular Networks, Long-Term Evolution (LTE) Technology, Wireless Mesh Networks (WMNs) with LTE, Characterization of Wireless Channels.
Presented by Debora Gentina, Senior Marketing Manager Huawei – deputizing for Renato Lombardi (VP Microwave Product Line Huawei) Chairman of ETSI ISG mWT
at the UK Spectrum Policy Forum Cluster 2 meeting on 16th Dec.
Increasing the usable Ka band spectrum for satellite communications--the CoRa...techUK
Presentation from the UK Spectrum Policy Forum Plenary meeting on 14th July 2015.
Guest talk by Prof. Barry Evans, The Alec Harley Reeves Chair in Information Systems Engineering, CCSR, University of Surrey
Module 4
Wireless Wide Area Networks and LTE Technology Design Private and public leased networks. Video conferencing, television and radio broadcast transmissions. Wireless WAN, Cellular Networks, Mobile IP Management in Cellular Networks, Long-Term Evolution (LTE) Technology, Wireless Mesh Networks (WMNs) with LTE, Characterization of Wireless Channels.
Presented by Debora Gentina, Senior Marketing Manager Huawei – deputizing for Renato Lombardi (VP Microwave Product Line Huawei) Chairman of ETSI ISG mWT
at the UK Spectrum Policy Forum Cluster 2 meeting on 16th Dec.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
2. UAS Throughput and BLOS Spectrum Requirements (RTCA)
• Spot Beam Satellite Technology and impact on spectrum
BLOS Candidate Frequency Bands (ITU WP 5B Study)
• Study Summary – Advantages and Disadvantages
Ku/Ka FSS (Fixed-Satellite Service) Systems Performance
• System Link Availabilities / Rain Fade calculations
• Study Summary
UAS SWAP Limitations
• Example installations
Operational Interference Environment
Conclusions
2
3. Required Throughput (RTCA & ITU)
• Telecommand: 10 kbps
• Telemetry: 320 kbps
UA Densities (RTCA)
• 1856 UA in regional beam (3M mi2)
• 501 UA per spot beam (486 mi
diameter footprint)
Spectrum requirements (M.2171)
• 169 MHz
1 satellite using global/regional beam
Small UA not supported
• 56 MHz (169/3)
≥ 3 satellites using regional beams
UA uses directional antenna
• 46 MHz*
≥ 3 satellites using spot beams
UA uses directional antenna
Sat#1 Sat#2 Sat#3
Coverage
area
• The satellites can operate co-
frequency if the UA uses a directional
(high gain) antenna with sufficient off-
axis performance
• The satellites cannot operate co-
frequency if the UA has an Omni
directional (low-gain) antenna due to
interference
3
4. Used on existing & planned 20/30 GHz band satellites
Relies on tens/hundreds of beams to achieve high Power
Flux Density (pfd) and spectrum efficiency levels
• Spot beams allow spectrum to be re-used across service area
• Typical scheme is 4x frequency re-use to achieve their required space
isolation (see below). For UAS this means a minimum of 4x46 MHz
is needed, but in reality each beam will have 125 or more MHz of
spectrum to serve many applications.
4
A
A
A
A
A
A
A
B
B
B
B
C
C
C
C
D D
D
D
A B C D
Available spectrum
A
(LH)
B
(LH)
A (LH)
Available spectrum
B (LH)
A (RH) B (RH)
A
(LH)
A
(LH)
A
(LH)
A
(LH)
A
(LH)
A
(LH)
A
(RH)
B
(LH)
B
(LH)
B
(LH)
A
(RH)
A
(RH)
A
(RH)
B
(RH)
B
(RH)
B
(RH)
B
(RH)
Typical 20/30 GHz satellite
3 dB “spot” beamwidths
•0.5º (~310 km beam
diameter/nadir)
•1.0º (630 km beam
diameter/nadir).
5. 5030-5091 MHz
• AMS(R)S allocation
• 20 MHz spectrum in each direction
• Currently no satellite on orbit
12/14 GHz also known as “Ku-band” satellites
• FSS allocation
• >200 geostationary orbit satellites (GSO) currently on orbit
• 500 MHz (1 polarization) – 1000 MHz (dual pol.) in each direction
20/30 GHz also known as “Ka-band” satellites
• FSS allocations
• >10 Commercial FSS GSO satellites are currently on orbit
• Several proposed systems will be on orbit in the next few years
• 1000 MHz – 2000 MHz spectrum in each direction
13/15 GHz & 23/24 GHz
• AMS(R)S allocations
• Unable to share with other services (ITU WP5B studies)
5
6. 6
Band
Type of
Allocation
UA
Terminal
Antenna
Study
Summary
Disadvantages/
Potential Issues Advantages
10 MHz of the
1525-1559 &
1625-60.5
MHz MSS
Allocation
GSO satellites
AMS(R)S
Allocation
Low-Gain
antenna
(Omni)
Can support
UAS control
links
Link availability
needs further
study
Spectrum limitation
One satellite per
region
Shared with MSS
systems
Operate in
AMS(R)S allocation
Satellites on orbit
Global coverage
1610-1626.5
MHz
NGSO - MSS
satellites
AMS(R)S
Allocation
Two
NGSO
MSS in
this band
Low-Gain
antenna
(Omni)
Can support
UAS control
links
Link availability
needs further
study
Spectrum limitation -
only 4 MHz in each
direction (HIBLEO 2)
One satellite per
region
Shared with MSS
systems
Operate in
AMS(R)S allocation
Satellites on orbit
Global coverage
L-Band spectrum not sufficient for all projected UAS Requirements
7. 7
Band Study summary Disadvantages Advantages
5 GHz bands May be able to support UAS
control links (BLOS)
• Sharing difficulties (MLS)
• No satellite on orbit
• Only ~5 MHz per spot beam
and1 satellite per region
greatly constrains spectrum
• Operate in ARNS allocation
• UA operates with omni antenna
12/14 GHz
bands --
commercial
satcom
• Support UAS control Links
• Meet the UAS system link
availability
Operate in FSS allocation,
not AMSRS
• 100’s of satellites on orbit
• Global coverage
• Used for decades to provide BLOS
service to UAS
• > 500 MHz in each direction
13/15 GHz
bands
• Can’t share with the existing and
planned systems in these bands
• Unacceptable interference to passive
sensors in adjacent bands
Spectrum limitation
22/23 GHz
bands
• Can’t share with the existing and
planned systems in these bands
• Unacceptable interference to passive
sensors in adjacent bands
Spectrum limitation
20/30 GHz
bands –
commercial
satcom
• Support UAS control links
• Meet the UAS system link
availability
Allocated to the FSS and,
in some bands, the MSS.
No specific AMS(R)S
allocation.
• Several satellites on orbit
• Many more planned
• > 1000 MHz in each direction
• Service UAV using small antenna
8. Ku and Ka-band satellite
systems can support UAS
control links and meet the
system link availability
Ka-band appears more
suitable than Ku-band
because it allows UA to
operate with smaller antennas
Ka-band is more impacted by
rain than Ku, but still achieves
higher link availability
• Ka-band operates at higher pfd
and Uplink EIRP density
To meet the safety levels, the UA
control link availability is ~
99.999%
UA will be equipped with more
than one control link. If UA has
two control link subsystems, each
link only required to achieve
99.8%
• CS (control station): 99.95%
• UA: 99.85%
ITU-R WP 3M, 4A, 4B are
currently reviewing WP5Bs
analysis.
8
9. 0
1
2
3
4
5
6
7
8
9
10
10 20 30 40 50 60 70 80 90 100
Rq.
Fade
Margin
(dB)
Rain Rate (mm/hr)
.1 km
.5 km
1 km
1.5 km
2.0 km
3.0 km
UA - Fade
Margin
UA Altitude
Freq: 14.25 GHz
Link Availability: 99.85%
3.8 dB Fade Margin
(-14dBW/4 kHz, 0.8 m antenna
0
1
2
3
4
5
6
10 20 30 40 50 60 70 80 90 100
Rq.
Fade
Margin
(dB)
Rain Rate (mm/hr)
.1 km
.5 km
1 km
1.5 km
2.0 km
3.0 km
UA - Fade
Margin
UA Altitude
Freq: 11.95 GHz
Link Availability: 99.85%
1 dB Fade Margin
(10 dBW/4 kHz, 0.8 m antenna
Ku-band- Telemetry link - 20º E.L.
Ku-band- Telecommand link - 20º E.L.
Ku-band
0
3
6
9
12
15
18
21
24
27
30
10 20 30 40 50 60 70 80 90 100
Rq.
Fade
Margin
(dB)
Rain Rate (mm/hr)
.1 km
.5 km
1 km
1.5 km
2.0 km
3.0 km
UA - Fade
Margin
UA Altitude
Freq:30 GHz
Link Availability: 99.85%
14.6 dB Fade Margin
(320 kbps,0.5m ant. & 10 W)
0
3
6
9
12
15
10 20 30 40 50 60 70 80 90 100
Rq.
Fade
Margin
(dB)
Rain Rate (mm/hr)
.1 km
.5 km
1 km
1.5 km
2.0 km
3.0 km
UA - Fade
Margin
UA Altitude
Freq:20 GHz
Link Availability: 99.85%
6.7 dB Fade Margin
(-118 dB(W/m²/MHz, 0.5m antenna
Ka-band
Ka-band- Telemetry link - 20º E.L.
Ka-band- Telecommand link - 20º E.L.
9
10. • Telecommand downlink (satellite-to-UA): If the
UA operates with a 0.5 m antenna the system can
achieve 6.7 dB rain fade margin.
• Telemetry uplink (UA-to-satellite): If the UA
operates with a 0.5 m antenna and a 10 W
transmitter the system can achieve a 14.6 dB rain
fade margin.
• These rain fade margins would be adequate to
achieve the desired link availability for most
locations around the globe particularly when the
UA is operating at altitudes higher than 1.5 km.
10
11. UA’s are size, weight & power (SWAP) limited
• Satcom equipment (antenna) impacts airframe design / size
• Large antenna, or multiple equipment requires larger airframe,
increasing cost, complexity and limiting applications
Antenna solutions tied to system architecture and UA design
• At lower frequencies, omni antenna on UAS is used with large G/T on
satellite
– Drawback is spectrum cannot be re-used and only 1 satellite can be used per region so
more spectrum is required or UAS density is limited. Benefit is that antenna
implementation is simple.
• At higher frequencies, rain fade is pronounced and high gain antennas
are used to reduce SWAP, offset losses and meet off-axis requirements
– Examples : for a constant gain of 38 dB,
• X band = 1.18 meter
• Ku band = .86 m
• Ka band = .47 m
– Upper limit on frequency due to increasing rain fade, and availability of satellite
infrastructure.
– Ka band is a practical limit for rain fade (up to 14 db)
CNPC satcom must also carry payload sensor data for
practical SWAP
11
14. FSS Coordination process
• FSS operators use ITU API/Coordination/Notification/BIU Filing process
• Examination by ITU triggers Coordinations based upon proximity (arc) or
potential noise floor impact (ΔT/T). Operators can also separately request a
Coordination if they find a ΔT/T exceedance
• Operators coordinate operating parameters to meet performance
requirements
• ITU examines notices with respect to compliance with the Radio
Regulations (RR)
• ITU definitively records assignments with favorable findings with respect to
compliance with RR, including completions of coordination
• Assignment may be recorded if coordination is incomplete after 4 months of
interference free operation
ICAO SARPS for UAS could require users to provide for
backup spectrum for use in the event their channel was to
receive interference
Aviation regulator will certify UAS operators based upon
successfully meeting ICAO SARPS and national regulations
14
15. ITU and RTCA studies indicate UAS requires 46
to 169 MHz of spectrum
• SWAP requirements and practical satellite design drive
UAS toward low gain omni or smaller directional
antennas in Ka band
• Resulting actual spectrum needs become 169, 184 MHz
or more (500 MHz…)
Existing AMS(R)S allocations do not meet
projected UAS needs
Additional spectrum is needed and FSS can be explored as
a way to provide ready bandwidth, meet safety
requirements, and support future UAS applications
15
16. 16
Call for additional studies in ICAO 1.3 background text
Currently: "Spectrum for UAS for safety and regularity
of flight, and in particular when the UAS operates in civil
airspace, needs to be accommodated under an allocation
to the aeronautical mobile (R) service, aeronautical mobile
satellite (R) service, or the aeronautical radionavigation
service in order to receive the sufficient status and
protection from harmful interference.“
Add: “STUDIES ARE REQUIRED AND UNDERWAY
TO DETERMINE IF OPERATION OF UA UNDER OTHER
RADIO SERVICES CAN BE ACCOMMODATED WHILE
SATISFYING THE NECESSARY ICAO TECHNICAL
REQUIREMENTS.”