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The vision of wearable computing is a personal mobile system that is always “on” and always useful and unobtrusive. In this article we present the on-body context recognition analysis considering the functionality or recognition performance, power, and packaging. Interaction with household appliances using a wrist worn “autonomous sensor button” is analyzed as a case study. An overall on-line recognition performance between 85 and 91% is reported. The measured power consumption of the sensor button at 10% duty cycle is around 500 μW. The power profiling in an office worker daily life scenario shows that it's possible to achieve autonomous operation by a solar cell having an area of 40cm 2

On-Body Context Recognition with Miniaturized Autonomous Sensor Button (Situationserkennung mit am Körper getragenen autonomen Minisensoren)