MIXED STATISTICAL AND NUMERICAL MODEL FOR SENSOR ARRAY DETECTION AND CLASSIFICATION

摘要

A method and system for detecting and classifying biosensor and chemical sensordata includes processing data fetched from an array of sensors. A statisticalanalysis of the processed data is performed, to obtain statistically analyzedsensor data. A determination is made, based on the statistically analyzed sensordata, whether or not there a response signal has been generated from the arrayof sensors. If a response signal is determined to have been generated, a numericalpattern recognition is performed on the data collected from the array of sensors,in order to categorize the data