  We proposed a real time Total-Variation denosing method with an automatic
choice of hyper-parameter $\lambda$, and the good performance of this method
provides a large application field. In this article, we adapt the developed
method to the non stationary signal in using the sliding window, and propose a
noise variance monitoring method. The simulated results show that our
proposition follows well the variation of noise variance.
