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How often should you buy new smoke detectors? 

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The sensors are best for combination with other techniques, such as smoke detectors.
This paper introduces a novel new smoke detector characterized by its very small size and very high sensitivity.
1 It is time for a similar comprehensive reevaluation of smoke detectors for home fire safety.
This is critical in scenarios where traditional smoke detectors cannot be installed.
Alarm algorithms utilizing ionization detector smoke measurements proved to be more effective than measurements from photoelectric detectors.
However, the learning of smoke representation in the detectors will be restricted by the appearance gap between real and synthetic smoke samples, which will cause a significant performance drop.
The current alarm algorithm resulted in better overall performance than the commercial smoke detectors, by providing both improved nuisance source immunity with generally equivalent or faster response times.