Statistical Data Association

Statistical Data Association is a method used to connect data points that belong to the same source or object over time, especially when information is uncertain or noisy. Imagine tracking multiple moving objects (like cars or animals) in a cluttered environment; the method helps determine which measurements belong to which object despite possible errors or overlaps. It relies on probability and statistical models to make the best possible matches, improving accuracy in tracking and analyzing complex systems where direct identification is difficult.