Deconstructing Innovations In IoT Sensors: New Combinations


In 1883, Professor Warren Seymour Johnson (1847-1911) received his first patent for an electric tele-thermoscope, a device that could automatically control and regulate room temperature. Globally, this energy-efficient and comfortable thermostat system has been widely used in large buildings. To market his system, Johnson established the Johnson Electric Service Company, which eventually became... » read more

HW/SW Co-Design to Configure DNN Models On Energy Harvesting Devices


New technical paper titled "EVE: Environmental Adaptive Neural Network Models for Low-Power Energy Harvesting System" was published by researchers at UT San Antonio, University of Connecticut, and Lehigh University. According to the abstract: "This paper proposes EVE, an automated machine learning (autoML) co-exploration framework to search for desired multi-models with shared weights for... » read more

Telecare Challenges: Secure, Reliable, Lower Power


The adoption of telecare using a variety of connected digital devices is opening the door to much more rapid response to medical emergencies, as well as more consistent monitoring, but it also is adding new challenges involving connectivity, security, and power consumption. Telecare has been on the horizon for the better part of two decades, but it really began ramping with improvements in s... » read more

MIPI In Next Generation Of AI IoT Devices At The Edge


The history of data processing begins in the 1960’s with centralized on-site mainframes that later evolved into distributed client servers. In the beginning of this century, centralized cloud computing became attractive and began to gain momentum becoming one of the most popular computing tools today. In recent years however, we have seen an increase in the demand for processing... » read more

The Role Of AI And Endpoint Real-Time Data Analytics


The Internet of Things (IoT) has the capability of amassing large amounts of data which it does with the help of dispersed intelligent sensors. The organization and distribution of this enormous amount of data is posing a challenge. While conventional methods of data analysis have facilitated the operations in IoT, artificial intelligence (AI) has proven that it can do it with greater precision... » read more

Chip Substitutions Raising Security Concerns


Substituting chips is becoming more common in the electronics industry as shortages drag on, allowing systems vendors to continue selling everything from cars to manufacturing equipment and printer cartridges without waiting for a commoditized part. But substitutions aren't always an even swap, and they increase security risks in ways that may take years to show up or fully understand. So fa... » read more

Digitalizing Water Monitoring


Managing water resources has always been important, but that monitoring is becoming increasingly high-tech and much more useful. Rather than a spot check at the tap, or a crude measurement of water levels in a reservoir, chips are making it possible to monitor and measure water quantity and quality at the source, wherever it is stored, the spigot, and in the wastewater systems. As climate ch... » read more

EZ-PD PMG1 High Voltage MCU As A Coprocessor For Embedded Applications


EZ-PD™ PMG1, a family of High Voltage Microcontrollers (MCUs) with USB-C Power Delivery (PD), supports embedded firmware engineers and system designers to adopt USB-C into applications such as smart speakers, IoT hubs, home appliances, internet gateways, power and garden tools. This article targets embedded firmware engineers and system designers interested in including USB-C in their em... » read more

High-Performance SerDes Enable The 5G Wireless Edge


Investment at the core of the global internet is red hot. The number of hyperscale data centers jumped to 700 worldwide at the end of 2021, and with more than 300 in the pipeline, should rise to over 1000 by 20241. In the span of five years, total hyperscale data centers will have doubled. And as the raw number shoots up, more powerful compute and networking hardware is rapidly being deployed, ... » read more

Preventing A $500 Attack Destroying Your IoT Devices


Internet of Things (IoT) smart devices numbering in the billions and connected via the internet are increasingly vital to society and the global economy. However, the very “connectedness” that makes IoT devices so valuable can be turned to an enormous liability if these devices are left unprotected from security-related threats. This paper explores the threat environment faced by, and the c... » read more

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