Robust M-Estimation Based Distributed Expectation Maximization Algorithm with Robust Aggregation

Distributed networks are widely used in industrial and consumer applications. As the communication capabilities of such networks are usually limited, it is important to develop algorithms which are capable of handling the vast amount of data processing locally and only communicate some aggregated va...

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Bibliographic Details
Published in:	Proceedings of the ... IEEE International Conference on Acoustics, Speech and Signal Processing (1998) pp. 1 - 5
Main Authors:	Schroth, Christian A., Vlaski, Stefan, Zoubir, Abdelhak M.
Format:	Conference Proceeding
Language:	English
Published:	IEEE 04.06.2023
Subjects:	Acoustics Adaptation models biweight estimator Data aggregation Data processing decentralized distributed EM algorithm M-estimation malicious agents robust robust aggregation Robustness Signal processing Signal processing algorithms Tukey
ISSN:	2379-190X
Online Access:	Get full text
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