Multiple source location estimation using the EM Algorithm
Multiple source location estimation using the EM Algorithm
Date
1986-07
Authors
Weinstein, Ehud
Feder, Meir
Feder, Meir
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DOI
10.1575/1912/1740
10.1575/1912/1740
10.1575/1912/1740
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Keywords
Estimation theory
Signal processing
Signal processing
Abstract
We present a computationally efficient scheme for multiple source location estimation based on the EM Algorithm. The proposed scheme is optimal in the sense that it converges iteratively to the exact Maximum Likelihood estimate for all the unknown parameters simultaneously. The method can be applied to a wide range of problems arising in signal and array processing.
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Weinstein, E., & Feder, M. (1986). Multiple source location estimation using the EM Algorithm. Woods Hole Oceanographic Institution. https://doi.org/10.1575/1912/1740