The true value of a smart sensor comes from its ability to analyze, interpret, and convert the acquired data into usable information. This can be achieved by the sensor itself or its use in a sensing node. Additional attributes with high value that can offset increased cost include self-calibration, fault-detection, higher reliability and reduced maintenance […]
Artificial intelligence (AI)
How have smart sensors changed within the last few years? Pt 1
When the IEEE and the National Institute for Standards and Technology (NIST) first addressed the need for a smart sensor standard in 1993, today’s dominant application for sensors – the smart phone – did not exist. At that time, automobiles were already successfully using a variety of sensors to meet government legislation for emissions control […]
How does AI use sensors for object recognition? Pt 2
In addition to healthcare, another prominent use of object recognition has emerged as the capability to see further than ever before has increased dramatically. The James Webb Space Telescope’s (JWST’s) ability to see further also results in a considerable increase in astronomical images. Sifting through these images for new information about the beginnings of the […]
How does AI use sensors for object recognition?
In addition to its use in facial recognition, artificial intelligence (AI) also plays a critical role in advancing object recognition. Perhaps one of key and leading-edge applications for AI is in image recognition and diagnostics in healthcare. According to a technology assessment report published by the U.S. Government Accountability Office (GAO) with content from the […]
How will AI impact sensing?
While knowledge of and familiarity with ChatGPT (an artificial intelligence (AI) chatbot) are quite common, the specific impact of AI on sensors is not. With the increasing use of AI in products and systems, Raj Khattoi, Sr. Director of Sensor Systems and IoT at Infineon Technologies gave SensorTips some answers to specific questions. SensorTips: With […]
How do sensors play into AI’s facial recognition capabilities? part 2
Beyond its ability to improve facial recognition for home security (discussed in Part 1), artificial intelligence (AI) is being applied in several other areas. TSA The Transportation Security Administration (TSA) uses two types of Credential Authentication Technology (CAT) to verify the identity of travelers. First-generation CAT units scan a traveler’s photo identification (ID) and confirm […]
How do sensors play into AI’s facial recognition capabilities? part 1
Among the growing number of applications for artificial intelligence (AI) is advanced imaging capabilities for reliable facial recognition. Reliability is required for effective analysis by law enforcement agencies, access to commercial or industrial complexes, travel, or even a homeowner. While AI enables complex analysis and performs it remarkably quickly, effective analysis requires the best capability […]
AI-enhanced accelerometers equipped with latest standard I3C interface
STMicroelectronics has launched three new accelerometers with advanced processing engines built-in to extend sensor autonomy, enabling systems to respond more quickly to external events while lowering power consumption. The LIS2DUX12 and LIS2DUXS12 leverage ST’s third-generation MEMS technology, adding programmable capabilities including a machine-learning core (MLC), advanced finite state machine (FSM), and an enhanced pedometer. A third entry-level […]
