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Comparative convergence analysis of EM and SAGE algorithms in DOA estimation

โœ Scribed by Pei Jung Chung; Bohme, J.F.


Book ID
118691189
Publisher
IEEE
Year
2001
Tongue
English
Weight
251 KB
Volume
49
Category
Article
ISSN
1053-587X

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Domains of convergence for the EM algori
โœ Olcay Arslan; Patrick D. L. Constable; John T. Kent ๐Ÿ“‚ Article ๐Ÿ“… 1993 ๐Ÿ› Springer US ๐ŸŒ English โš– 449 KB

The EM algorithm is a popular method for maximizing a likelihood in the presence of incomplete data. When the likelihood has multiple local maxima, the parameter space can be partitioned into domains of convergence, one for each local maximum. In this paper we investigate these domains for the locat