Figure 7.12 Per node parameter estimation versus the iteration index m for spatially correlated observations using the ADMM approach.
2.07.4.2 Decentralized observations with centralized estimation
In many cases, the observations are gathered in distributed form, through sensors deployed over a certain area, but the decision (either estimation or detection) is carried out in a central fusion center. In this section, we review some of the problems related to distributed estimation, with centralized decision. In such a case, the measurements gathered by the sensors are sent to a fusion center through rate-constrained physical channels. The ...
Get Academic Press Library in Signal Processing now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.
