Research Articles

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Total: 55,125 articles • Showing 2 of 55,125
pubmed

Anomaly-based data reduction for energy-efficient edge computing in IoT with LoRa.

Karadas F; Usanmaz B

Edge computing helps IoT devices handle data close to where it's made, instead of sending it all to the cloud. This study shows that by using special methods to send only unusual data, we can save lots of energy and reduce the amount of data being sent. Using two methods called DBSCAN and Isolation Forest, we can cut down data and energy use by over 97%.

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pubmed

A supramolecular non-mesogenic route towards autonomous liquid crystal elastomer soft robots.

He C; Yang Y; Wan H; Zheng N; Li Y; Xie T

The researchers found a new way to make special materials called liquid crystal elastomers. These materials can be used to build soft robots that move with less energy. This new method could help make robots that move by using energy from nature, like sunlight.

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