HARRANE , Ibrahim El Khalil

Distributed estimation over adaptive networks takes advantage of the interconnections between agents to perform parameter estimation from streaming data. Compared to their centralized counterparts, distributed strategies are resilient to links and agents failures, and are scalable. However, such advantages do not come without a cost....

—The recent breakthroughs in the fields of computer sciences and engineering slowly stir the world towards a more connected environment. This consequence leads to an overgrowing amount of collected data flowing from different types of devices. While it is still possible to process the incoming informations in a centralized manner, it is often...