IRLS can be used for ℓ1 minimization and smoothed ℓp minimization, p < 1, in compressed sensing problems.
In the domain of compressed sensing problems, IRLS plays a crucial role in facilitating ℓ1 minimization and smoothed ℓp minimization, particularly when p is less than 1.