#sensor drift

A technician's gloved hand is not shown; a weatherproof enclosure sits open on a fixture with a cable gland half-threaded, about to be sealed against a pole-mounted sensor node under open sky.

Edge AI Electronics and Sensor Systems in Practice: An Advanced Technical Guide

The lab demo runs once, indoors, tethered to a bench supply. The field unit has to run for years, outdoors, on a battery, without anyone ever opening the enclosure. Nearly every hard problem in edge AI lives in that gap.

By Brecht Corbeel · October 1, 2026 · 14 min read

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