Distributed adaptive estimation based on the APA algorithm over diffusion networks with changing topology
conference contributionposted on 26.01.2010 by Leilei Li, Jonathon Chambers
Any type of content contributed to an academic conference, such as papers, presentations, lectures or proceedings.
In this paper, we present a novel distributed affine projection algorithm (APA) to solve distributed estimation problem within dynamic diffusion networks. In addition, mean-square stability of the proposed algorithm is also studied through exploitation of the energy conservation approach due to Sayed. Simulations confirm that the novel algorithm achieves a greatly improved performance as compared with a noncooperative scheme.
- Mechanical, Electrical and Manufacturing Engineering