期刊论文

Xiong, Naixue

英文

IEEE Transactions on Systems, Man, and Cybernetics: Systems

2168-2216

2022

52

6

3822-3833

10.1109/TSMC.2021.3071880

Local Science and Technology Development Fund guided by Central Government (Grant Number: 2019ZYYD009)

本校为其他机构

For distributed estimation arising in the nonlinear least squares (NLLSs) problems over adaptive networks, where every node has the abilities of data processing and learning, only the incomplete local data are exploited by the traditional noncooperative method, thereby resulting in the degradation on estimation performance. In this article, a cooperative diffusion strategy is proposed by using a Gauss-Newton (GN) method in order to fully utilize the diversity of temporal-spatial data on local updates. The proposed algorithm includes two steps, ...