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Edge AI Development Is a Lifecycle Problem

Edge AI Development Is a Lifecycle Problem

Edge AI success is limited by memory and power. Fragmented tools cause failures. Learn how a cohesive, full-lifecycle approach unifying design and deployment is essential for scalable systems.


Top-Down vs. Bottom-Up: Charting a Path to Sub-GHz Deployment

Top-Down vs. Bottom-Up: Charting a Path to Sub-GHz Deployment

Making informed choices about network ecosystems, protocols, and hardware is critical when developing large-scale IoT networks. Learn more in this article.


A New Generation of RF Switches at the Heart of 5G Systems

A New Generation of RF Switches at the Heart of 5G Systems

Learn how advanced RF MEMS switches with high linearity, low loss, and fast switching speeds are enabling modern cellular communication systems.


How Machine Learning Is Shrinking to Fit the Sensor Node

How Machine Learning Is Shrinking to Fit the Sensor Node

Learn how “right-sized” machine learning enables edge devices to make critical decisions locally, improving reliability and reducing reliance on cloud connectivity in remote, volatile environments.


Narrowband IoT: Power-Efficient Connectivity for IoT and Smart Cities

Narrowband IoT: Power-Efficient Connectivity for IoT and Smart Cities

Learn how Narrowband (NB)-IoT offers power-efficient, scalable connectivity for IoT and smart cities. It addresses challenges of power, coverage, and cost for massive device deployments.


Designing UWB Antennas for Angle of Arrival Applications

Designing UWB Antennas for Angle of Arrival Applications

Learn what makes Ultra-Wideband (UWB) unique, what makes it useful, and how to address the design challenges it presents.


The Impact of Non-Terrestrial Networks on Current and Future Global Connectivity

The Impact of Non-Terrestrial Networks on Current and Future Global Connectivity

This article looks at the current status and likely direction of non-terrestrial networks (NTNs), with a focus on practical considerations for early adopters of this new technology.


Rethinking MCU Architectures for the AI Era

Rethinking MCU Architectures for the AI Era

MCUs that only do control tasks are one thing. But in today’s AI age, a truly AI-enabled MCU needs to offer more. Learn the important factors—from optimized neural processing units (NPUs) to power efficient architectures to clever memory topologies.


Understanding the Benefits of Power-Focused Regression Testing

Understanding the Benefits of Power-Focused Regression Testing

By including power consumption measurement in your regression testing, you can ensure the reliability and efficiency of your IoT device design throughout its lifecycle.


Understanding Wi-Fi Design Choices: Wi-Fi 6/6E vs. Wi-Fi 7 and MLO

Understanding Wi-Fi Design Choices: Wi-Fi 6/6E vs. Wi-Fi 7 and MLO

Learn the optimal Wi-Fi version, flavor and configuration to select for your application—considering feature sets, costs, and power consumption. Get up to speed on MIMO, MU-MIMO, MU-OFDMA, and more.


Improving Battery Life in IoT Smart Camera Designs

Improving Battery Life in IoT Smart Camera Designs

The wireless connectivity side eats up a huge portion of the power budget in an IoT smart home security camera design. Learn how to keep power low as smart cameras add more processing intelligence.


Understanding and Minimizing Switching Noise Jitter (SNJ)

Understanding and Minimizing Switching Noise Jitter (SNJ)

Switching noise jitter (SNJ) is an important concept to digest and a tricky problem to manage. Learn the background of SNJ and how employing innovative filtering technology can smooth the way.


Sensor Technology Tackles Air Quality Challenges in the Industrial Realm

Sensor Technology Tackles Air Quality Challenges in the Industrial Realm

As we better understand the dangers of poor indoor air quality, engineers are looking to sensor technologies for detection and monitoring.


Interference Hunting in 5G Networks

Interference Hunting in 5G Networks

Interference hunting is a complex task at the 5G level—mmWave signals behave differently than those at sub-6 GHz. It's less about noise and more about blockage.


How Matter Addresses Interoperability Issues in Smart Home Devices

How Matter Addresses Interoperability Issues in Smart Home Devices

Incompatible smart home products can be problematic for both customers and device manufacturers. Matter is a vendor-independent unifying standard that closes the gap between smart home ecosystems.


PoE Standards for IoT Devices and Power Sourcing Equipment

PoE Standards for IoT Devices and Power Sourcing Equipment

In this Industry Article, we'll discuss PoE (Power over Ethernet) standards and power sourcing equipment (PSE), using office Internet of Things (IoT) devices as an example application.


Increasing the Accessibility of Machine Learning at the Edge

Increasing the Accessibility of Machine Learning at the Edge

"Edge intelligence" is becoming more accessible—even to those designers without formal data science training—as new hardware becomes available.


Why There’s Room for a Variety of Solutions in IoT Technology

Why There’s Room for a Variety of Solutions in IoT Technology

This article looks at the different connectivity options for deploying IoT networks, exploring the pros and cons of each.


Will Energy Harvesting Be What Fuels the Growth of the IoT?

Will Energy Harvesting Be What Fuels the Growth of the IoT?

This article explores the challenge of constantly powering the billions of devices that make up the IoT and how energy harvesting could be an effective solution.


Utilizing the Different Types of Common IoT Connection Methods

Utilizing the Different Types of Common IoT Connection Methods

This article explores the pros and cons of connectivity options for IoT edge device design.