What software components process raw sensor data using techniques like AI or machine learning?
Answer
Algorithms
The core functionality distinguishing modern fall detection systems from initial thresholding attempts is the sophistication of the software used to interpret sensor output. These software components, broadly termed Algorithms, are responsible for processing the raw data streams collected from hardware like accelerometers and barometers. Advanced algorithms employ complex techniques, including specific references to machine learning or Artificial Intelligence (AI), allowing the system to differentiate accurately between the complex data signature of a true fall and data generated by vigorous but non-injurious activities, such as rapidly sitting down.
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