Channel switching under uncertainty in a combined receiver horizon
ID: channel-switching-under-uncertainty-in-a-combined-receiver-horizon
Channel switching under uncertainty in a combined receiver horizon occurs when uncertainty changes which receiver has the latest accessible input time. For channel , let be its last output time minus its effective input-to-output offset. The combined horizon is , as in receiver-latency uncertainty in the inferred input-time horizon. Away from ties a small perturbation may preserve the maximizing channel; near a tie it need not. Propagating only that channel's variance omits the switching operation.
An original two-channel model makes the effect exact. Suppose and are independent normal random variables with common mean and standard deviation . Independence giveswhere is the standard normal distribution cumulative distribution function. This square is already enough to show that is not normal: .
To calculate the resulting bias relative to the common nominal horizon, write . The difference has normal distribution with variance , hence . The sum and difference are independent in this model, givingFor and , the combined mean is about and its standard deviation is about . The formulas concern the uncertainty distribution of the horizon, not a promise of extra observable future illumination. The normal cdf/ppf routines provide direct evaluation of the probabilities.[ref]
SciPy 1.16.2 documentation. scipy.stats.norm, loc, scale, cdf and ppf
Shared clock or calibration errors invalidate the independence product. The distribution of the maximum of correlated receiver horizons must retain the joint timing model; NIST's general uncertainty guidance retains input covariance and requires distributional justification for coverage.[ref]
Guidelines for Evaluating and Expressing the Uncertainty of NIST Measurement Results by Barry N. Taylor and Chris E. Kuyatt. Appendix A, equation A-3; §§6.2–6.3
For hard bounds instead, and imply without selecting a fixed winning channel. Neither calculation establishes invertibility of the physical receiver. New to topics? Read the docs here!