Engineering

Discoveries in sensor technology advance personalized medicine

Imagine a world where you could present your personal physician with a year's worth of not only your real time heart rate and activity levels but also dynamic glucose and insulin concentrations, cortisol, dopamine, serum ...

Computer Sciences

New tech boosts real-time data compression for AI

Information and communication technologies, such as IoT and cloud computing, are cornerstones of modern society. The efficiency of these services depends heavily on the speed of processing and transmitting digital data, including ...

Energy & Green Tech

New method monitors grid stability with hydropower project signals

Scientists at Oak Ridge National Laboratory and the University of Tennessee, Knoxville, have developed an algorithm to predict electric grid stability using signals from pumped storage hydropower projects. The method provides ...

Energy & Green Tech

Saving jet fuel with flexible sensor strips

Civil aviation is committed to making progress on the road towards a climate-neutral future. To make current and future aircrafts more energy-efficient and use less jet fuel, the industry needs reliable data about the durability ...

Engineering

New dataset kicks autonomous vehicle research into high gear

A new dataset promises to accelerate the development of autonomous vehicle (AV) technology by providing researchers with a wealth of previously unavailable real-world driving data captured from multiple vehicles over repeated ...

Machine learning & AI

Condition monitoring and data analysis in the cloud

In today's factories, to prevent damage to machines, sensors often trigger an alarm as soon as equipment begins to exhibit suspicious behavior—but rarely is this sensor data fully exploited. At the Hannover Messe Preview ...

Engineering

AI data fusion could boost sustainability

A new framework that combines artificial intelligence (AI) and data fusion techniques could improve product inspection for sustainability and within the context of the so-called circular economy, according to research published ...

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Sensor fusion

Sensor fusion is the combining of sensory data or data derived from sensory data from disparate sources such that the resulting information is in some sense better than would be possible when these sources were used individually. The term better in that case can mean more accurate, more complete, or more dependable, or refer to the result of an emerging view, such as stereoscopic vision (calculation of depth information by combining two-dimensional images from two cameras at slightly different viewpoints).

The data sources for a fusion process are not specified to originate from identical sensors. One can distinguish direct fusion, indirect fusion and fusion of the outputs of the former two. Direct fusion is the fusion of sensor data from a set of heterogeneous or homogeneous sensors, soft sensors, and history values of sensor data, while indirect fusion uses information sources like a priori knowledge about the environment and human input.

Sensor fusion is also known as (multi-sensor) Data fusion and is a subset of information fusion.

This text uses material from Wikipedia, licensed under CC BY-SA