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Basic Assumptions

General considerations about the modular structure of the implementation leads to suppose that most of the noise is generated when the state of the filter is storedgif, and when the gain is applied to the main flow. The noise generation is modeled by multiplying the flow by 1+v where v is a white noise whose variance depends on the number of digits used in computations [6]. We simplify the model by assuming that the noise is white. This simplificative approach for studying round-off errors in the floating point arithmetic is enough for reliable results. The variance of the impulse response is computed and compared to different process realizations simulated by a test program in which the number of significative digits can be controled.



TASSART Stephan
Sat Apr 6 13:58:45 EET DST 1996