Chaos and Experimental Resolution

We study systematically what levels of finite-resolution in measurements significantly affect the calculation of time delays, embedding dimensions, and Lyapunov exponent for two well-known chaotic systems. We find a tradeoff between the information contained in the measured time series and what is lost. Moreover, the "noise" series is low-dimensional and highly correlated.