How Climate Change Affects Data Centers


Data centers are hot, and they may get even hotter. As climate change impacts temperatures around the world, designers are changing the computing hubs that are tied to nearly every aspect of modern life to make them more efficient, more customized, and potentially more disaggregated. These shifts are taking on new urgency as the tech industry grapples with months of sweltering temperatures o... » read more

Challenges Grow For Modeling Auto Performance, Power


Rising complexity in automobiles is creating huge challenges about how to add more safety and comfort features and electronics into vehicles without reducing the overall range they can travel or pricing them so high that only the rich can afford them. While the current focus is on modeling hardware and software to understand interactions between systems, this remains a huge challenge. It req... » read more

Building the Metaverse, Part Two: The Technology


In my first article on the metaverse, I explored the extraordinary vision and driving forces behind the metaverse, along with some potential use cases. In this second part, I want to outline the technology that will be needed to enable it. The metaverse will rely on a range of existing and new hardware and software technologies, which will enable the development of new services and new ways ... » read more

IMS2022 Booth Tour: EDA And Measurement Science Converge


At the IEEE MTT-S International Microwave Symposium (IMS) 2022, the theme was “Explore the Peaks of Microwave Engineering,” a play on the event’s Denver location. There’s another clever interpretation – exploring the peaks encountered in high peak-to-average power ratio (PAPR) conditions with complex modulation. These modulated signals are driving Keysight’s vision where EDA and dig... » read more

Turning MBSE Inside-Out For An RF EDA Shift Left


Model-based systems engineering (MBSE) focuses on creating and exploiting domain models in a digital modeling language. RF system designers trying to use generic MBSE tools soon run into a problem: developing behavioral models. Without high-fidelity models, simulations miss real-world results, and a digital twin won’t be worth the effort. What’s helping RF teams get engineering tasks done i... » read more

Standards And Threat Testing For Secure Autonomous Vehicles


Modern vehicles continue to move up through the levels of autonomy, as defined by The Society of Automotive Engineers (SAE). These definitions have been widely adopted across the industry and emerging vehicle technology is measured against this scale (figure 1). Fig. 1: An illustration from the Society for Automotive Engineers shows levels of autonomy. The closer we move towards level... » read more

Robots Become More Useful In Factories


Most people associate factory automation with large robotic machines, such as those that weld automobile chassis on assembly lines. But as prices drop and technology improves, robots are being deployed for smaller and more varied tasks, and they are getting better at all of them. Inside of factories, robots can significantly improve output, consistency, and reliability. They can work around ... » read more

Data Security Challenges In Automotive


Automakers are scrambling to prevent security breaches and data hacks in new vehicles while simultaneously adding new and increasingly autonomous features into vehicles that can open the door to new vulnerabilities. These two goals are often at odds. As with security in any complex system, nothing is ever completely secure. But even getting a handle on this multilayered issue is a challenge.... » read more

Preventing Failures Before They Occur


A decade or so ago, when MEMS sensors were in the limelight, one of the touted applications was to install them on industrial or other equipment to get an advance warning if the equipment was approaching failure. Today, in-circuit monitoring brings the same promise. Are these competing technologies? Or can they be made to work together? “Almost all advanced tool manufacturing companies ... » read more

How Verification And Validation Can Create A Comprehensive Digital Twin To Design Tomorrow’s Self-Driving Cars Today


By Shakeel Jeeawoody and Hieu Tran Autonomous vehicles (AV) are the future of driving – and the future might not be so far away. Optimizing the capabilities of self-driving vehicles and the environment around them could lead to a mad dash to the financial finish line for manufacturers. Who takes the checkered flag will ultimately be determined by the efficiency and cost-effectiveness of th... » read more

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