Artificial Intelligence/Machine Learning

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Rohde & Schwarz continues to push the boundaries of AI-driven wireless communication research with its latest milestone in neural receiver design and testing.

Rohde & Schwarz has developed an innovative approach to automate test script generation and functional testing with the new CMX500 AI Scripting Assistant.

Today, the 6G standard is in the early phases. Candidate technologies are being researched, prototyped, and simulated to drive the direction of the 3GPP standards development activity. Applying digital twin workflows to simulations and pairing them with a prototype as it moves through the design phase opens up innovative ways to design and identify optimizations early. Modeling software tools that leverage as much real-world data as possible have the potential to solve significant challenges early by incorporating known insights from existing 5G deployments. Research testbeds will be critical to success if 6G aims to spur collaboration alongside innovation. The ability to prototype new AI, digital twin, and software-defined tools across the wireless ecosystem will provide significant results for applying those technologies wisely. This eBook looks at the design densification and test challenges from migrating 5G communications into the 6G sub-Terahertz frequency ranges. Keysight Technologies, the sponsor of this eBook, presents end-to-end capabilities for simulating, testing, and evaluating devices, subsystems, and systems for the evolution of the 5G systems as they evolve towards 6G.

There have a been a lot of developments in the Electronic Warfare (EW) and Signals Intelligence markets in the last few years as higher power, wideband hardware has become more mainstream and artificial intelligence (AI)/machine learning (ML) have advanced on the software side. This eBook reviews some of the recent advances in smarter, more flexible hardware to gather and jam signals from these emerging threats. The first couple of articles review the state of EW and how AI and ML are enabling new solutions. The next article covers open system architectures for military applications and how they are enabling next generation defense systems. The next two articles cover drone detection and defeat technologies starting with systems that can adapt to their environment followed by an article about emerging drone technologies. The last article briefly covers the RTX 2684 26 GHz RF Sentinel™ Intelligent Signal Scanning small form factor recorder.