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Cognitive Radio (CR) / Software-defined radio (SDR)
Software-defined radio (SDR) is a radio communication system where components that have been traditionally implemented in hardware (e.g. mixers, filters, amplifiers, modulators/demodulators, detectors, etc.) are instead implemented by means of software on a personal computer or embedded system. Software radios have significant utility for the military and cell phone services, both of which must serve a wide variety of changing radio protocols in real time. In the long term, software-defined radios are to become the dominant technology in radio communications. SDRs, along with software defined antennas are the enablers of the cognitive radio.
is a free & open-source software development toolkit that provides signal processing blocks to implement software radios. It can be used with readily-available low-cost external RF hardware to create software-defined radios, or without hardware in a simulation-like environment.
Enabling deep learning and AI at the edge of wireless systems. GPUs are extremely well suited for processes that are highly parallel. The Fast Fourier Transform (FFT) is one of the most common techniques in signal processing and happens to be a highly parallel algorithm. In this blog post the Deepwave team walks you though how to leverage the embedded GPU built into the AIR-T to perform high-speed FFTs without the computational bottleneck of a CPU and without having to experience the long development cycle associated with writing VHDL code for FPGAs. By leveraging the GPU on the AIR-T, you get the best of both worlds: fast development time and high speed processing. A familiar tool to anyone working in the wireless domain, GNU Radio allows signal processing experts to tie together blocks of functionality using an intuitive GUI. Many of the “in the weeds” details regarding the software implementation are well abstracted so the user can focus on the algorithm instead.Once an algorithm has been optimized (or a pre-trained algorithm has been downloaded by a 3rd party), the user will reference it in Deepwave’s GR-WAVELEARNER software that provides a TensorRT Inference block for GNU Radio Companion (GRC)
Machine learning solving practical problems in Communications
5G
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Why China can take a lead in 5G and AI technology application
China is among the world’s first countries to apply 5G to business services. China’s telecommunications guides the global 5G-technology trend. An open China is becoming the “playground” for global AI businesses and a key landmark for a joint exploration of AI’s direction of end development. Check out this video and have a look at why China can take a lead in 5G and AI technology application. Subscribe to us on YouTube: http://goo.gl/lP12gA
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5G-IoT-Edge-ML/AI: Technologies That Will Transform
Digi International Inc. 5G networks are being deployed, and we believe that 5G, IoT, edge compute, machine learning and artificial intelligence will combine to create the perfect technological storm – in a good way! In this video Digi engineering director Harald Remmert describes how low-cost IoT devices combined with the huge capacity of 5G will transform society, and how you can leverage 4G LTE today.
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5G: The perfect storm and enabler of the next wave of AI
Webinar hosted by Norwegian Cognitive Center on September 16 2020. How does 5G relate and accelerate new and emerging technologies, AI, ML and industry 4.0? 5G will come as a service offering, but it is also a technology. Both will, for a number of reasons, be disruptive and can be utilized for new and enhanced services. 5G will bring us and our IoT devices closer and more connected. It will also change the way we work, play, think and plan. Join us at this webinar to further understand the changes, enhancements and opportunities 5G will bring. Speaker: Ingebrigt Lunde is Project Manager at Nordic 5G Consortium: Ingebrigt holds a M.Sc. in Computer Science. He has previously worked with research and development for 10 years in Digital Equipment Corporation (DEC), University of Bergen, establishing commercial internet in Norway and for the last 25 years in TV 2 Norway, designing and building the IP infrastructure and production and lately new production models. He was the project manager for the groundbreaking and award nominated TV 2 Hockey national wide NDI based production network system.
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Service-Based Architecture (SBA) in 5G | Webinar
resented on September 3, 2020 by Manohara SR. Attend this webinar to learn about 5G’s Service-Based Architecture and how it helps the 5G CN deliver the promised features of 5G. Expect to learn about the 5G Core Network functions, network slicing, Multi-Access Edge Computing (MEC), and more! To learn more, visit www.awardsolutions.com
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5G Security
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Three-step approach to reach a high level of intelligent security management. How to master E2E network security when introducing 5G core | Kari-Pekka Perttula - Ericsson
- Dynamic: Introduce automated security policy configuration and compliance monitoring
- Cognitive: Automated threat and vulnerability detection assisted with ML /AI
- Intelligent: Repeatable, adaptive and holistic security management with threat intelligence. This provides end-to-end visibility for business-related security risks, and actions can be directed via automated workflows to mitigate risks faster.
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Rambus: What Does Security Look Like When 5G Meets AI?
Presented by Neeraj Paliwal, VP and GM of Security Business Unit, Rambus.
5G represents a revolution in mobile technology with performance that will rival that of wireline networks. 5G's Ultra-Reliable Low Latency Communication (uRLLC) links will enable a profusion of AI-powered devices from delivery drones to smart cities. Given the great value and potential risks, it is critical to protect the data, devices and infrastructure resulting from the confluence of 5G and AI. This presentation will discuss the threats to, and the security solutions that can safeguard, the emerging 5G+AI world. The Linley Spring Processor Conference featured technical presentations on AI acceleration, targeting edge, automotive, IoT, and data center. Also covered were new CPU architectures, networking, security, SoC design, and other processor-related topics.
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5G and Security – UK5G Security Sub-Group Event Day 1
5G security event sponsored by 5G Security Sub Group UK5G, part of UK5G the national advisory body for the UK’s national 5G support programme with presentations from thought leaders on a variety of security topics from Security Assurance in a 5G World to How Colt is Addressing Security Challenges for B2B to a discussion panel on Security as a Policy. KTN exists to connect innovators with new partners and opportunities - together we can drive positive change.
Find out more about KTN: https://ktn-uk.org
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5G Testing
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5G Orchestration and Automation Toward Zero Touch Service Management
HPE Technology Explore business usages and opportunities that call for the adoption of more automatic network operations, and will examine design best practices to support them. Learn more about HPE at hpe.com
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5G Life Cycle Automation with AI-Based Continuous Testing
B-Yond and Keysight Technologies discuss 5G Life Cycle Automation with AI-Based Continuous Testing and Validation. Key insights about how to enable full end to end life cycle automation and testing, with a practical example of a customer deployment for 5G.
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