Michael J. Walsh

Heavy-tailed noise modeling versus probabilistic data association for robust filtering

2025 · Digital Signal Processing

A popular approach to robust filtering is to replace the standard Gaussian distribution for measurement noise with a heavier-tailed distribution. A recent example of this approach is presented and compared via simulations with the benchmark …