HomeSpecialInnovative AI/ML Hardware In Sub-GHz SoC

Innovative AI/ML Hardware In Sub-GHz SoC

A dual-band solution for long-range networks, supporting Amazon Sidewalk, Wi-SUN, and more, with AI/ML capabilities for seamless machine learning inference.

FG28

Silicon Labs have launched an advanced FG28 System-on-Chip (SoC), a dual-band solution designed for long-range networks, supporting protocols like Amazon Sidewalk, Wireless Smart Utility Network (Wi-SUN), and other proprietary protocols. Boasting dual-band capabilities, the FG28 houses sub-Gigahertz (GHz) and 2.4 GHz Bluetooth LE radios alongside a built-in Artificial Intelligence/Machine Learning (AI/ML) accelerator, empowering seamless machine learning inference. Enabling an array of connectivity options within a single design, the FG28 SoC boasts dual-band capabilities, making it akin to a versatile “Swiss army knife” for modern applications that demand robust connectivity and computing power at the edge. Moreover, the SoC’s potential extends to sprawling ranches, where it serves as livestock trackers and health monitors, enhancing ranch management practices. Notably, the FG28 SoC has several other remarkable features that unlock new applications for sub-Gigahertz devices, making it an exceptional and adaptable solution for a wide range of cutting-edge applications.

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The company claims the SoC is the industry’s first integrated Artificial Intelligence/Machine Learning (AI/ML) hardware accelerator within a sub-GHz SoC. It enables on-device machine learning inference for applications such as predictive maintenance warnings and monitoring soil conditions. The SoC offers ample storage with 1024 kB of flash storage and 256 kB of RAM to cater to the memory requirements of various protocols and technology stacks. The SoC provides enhanced trust with Secure Vault support, an energy-efficient radio core, and extensive General Purpose Input/Output (GPIO) pins. SoC offers versatile connectivity for smart cities, irrigation systems, and more, with sub-GHz Wi-SUN and Bluetooth options.

“The FG28 SoC addresses several key needs for our customers when it comes to developing and deploying low-power wide area networks,” said Daniel Cooley, CTO of Silicon Labs. “By including Bluetooth, it gives users an easy way to provision and deploy new devices onto the network, while the sub-Ghz band is designed to support device communications over one mile, allowing for new edge applications in areas like smart agriculture, smart cities, and neighbourhood networks like Amazon Sidewalk.”

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Nidhi Agarwal
Nidhi Agarwal
Nidhi Agarwal is a Senior Technology Journalist at Electronics For You, specialising in embedded systems, development boards, and IoT cloud solutions. With a Master’s degree in Signal Processing, she combines strong technical knowledge with hands-on industry experience to deliver clear, insightful, and application-focused content. Nidhi began her career in engineering roles, working as a Product Engineer at Makerdemy, where she gained practical exposure to IoT systems, development platforms, and real-world implementation challenges. She has also worked as an IoT intern and robotics developer, building a solid foundation in hardware-software integration and emerging technologies. Before transitioning fully into technology journalism, she spent several years in academia as an Assistant Professor and Lecturer, teaching electronics and related subjects. This background reflects in her writing, which is structured, easy to understand, and highly educational for both students and professionals. At Electronics For You, Nidhi covers a wide range of topics including embedded development, cloud-connected devices, and next-generation electronics platforms. Her work focuses on simplifying complex technologies while maintaining technical accuracy, helping engineers, developers, and learners stay updated in a rapidly evolving ecosystem.

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