Telecommunications

Youtube search... ...Google search

• Case Studies
  • Computer Networks
  • Cybersecurity
• Virtualization - Dynamic Spectrum Sharing (DSS)
• Ericsson launches unique AI functionality to boost radio access networks
• Deepsig pioneering the application of deep learning to wireless
• How Machine Learning Is Creating New Opportunities In The Telecommunications Industry | Julie Stoughton - Digitalist Magazine
• Top 10 Data Science Use cases in Telecom | Igor Bobriakov - Medium

Cognitive Radio (CR) / Software-defined radio (SDR)

• Wikipedia

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.

GNU 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.

Deepwave Digital Systems

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)

5G

Stanford Seminar - The Future of Wireless Communications Hint: It's not a linear amplifier EE380: Computer Systems Colloquium Seminar Speaker: Douglas Kirkpatrick is the co-founder and CEO of Eridan Communications ...The future of wireless communications will demand leaps in spectrum efficiency, bandwidth efficiency, and power efficiency for successful technology deployments. Key applications that will fundamentally change how we interact with wireless systems and the demands we place on wireless technologies include Dynamic Spectrum Access Networks, massive MIMO, and the evasive unicorn of the "universal handset". While each of these breakthrough "system" capabilities make simultaneous demands of spectrum efficiency, bandwidth efficiency, and power efficiency, the current suite of legacy technologies forces system designers to make undesirable trade-offs because of the limitations of linear amplifier technology. ...Dr. Kirkpatrick was a Program Manager and Chief Scientist at the Defense Advanced Research Projects Agency (DARPA). While he was at DARPA he started and managed programs that, among other things, developed and deployed the first LED flashlights, started and validated the DOD path to bio-renewable jet fuel, developed and demonstrated ultra-high efficiency solar cells, developed and demonstrated full 3d dynamic holographic displays, and developed and demonstrated portable tools for the rapid de-novo synthesis of DNA up to 10,000 base pairs long. In addition to his DARPA role he was simultaneously the Senior Technologist for Technology Productization for the Undersecretary for Acquisition, Technology, and Logistics in the Department of Defense... Dr. Kirkpatrick is a Fellow of the American Physics Society, a Member of the IEEE, and a Member of the Materials Research Society. Dr. Kirkpatrick holds a BS degree in Physics and Mathematics (1980) from the College of William and Mary and a Ph.D. in Physics from M.I.T. (1988).

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.