22 Correlation between Sensor Data in a Fire Sensors that are correlated can be clustered to reduce data transmission But correlations among sensors change with time Experience similar sensor responses in different rooms after a time lag NC C (with time lag) C : Correlated NC: NOT Correlated C Initial time t 1 Later time t 2 Room1Room2 C Room1Room2 C Dynamic nature of correlations
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