Information-Form Fusion of Two Range Measurements
hardnumerical
General
A landmark's range is measured independently by two sensors. Sensor A reports with standard deviation ; sensor B reports with standard deviation . Assuming both measurements are unbiased, Gaussian, and statistically independent, compute the maximum-likelihood (information-weighted) fused range estimate in meters. (This is exactly the scalar version of the information-form update at the core of graph-SLAM and EKF/EIF back-ends.)
m