1 November 1992 Maximum-likelihood laser radar range profiling with the expectation-maximization algorithm
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Abstract
Maximum-likelihood range profiling is considered for pulse-dimager operation of a coherent laser radar. In particular, the expectation-maximization algorithm is used to develop a computationally simple procedure for fitting a planar surface to laser radar range data. Basic analytic properties of the algorithm are reviewed and results based on simulated and real range data are presented.
Thomas J. Green Jr. and Jeffrey H. Shapiro "Maximum-likelihood laser radar range profiling with the expectation-maximization algorithm," Optical Engineering 31(11), (1 November 1992). https://doi.org/10.1117/12.59955
Published: 1 November 1992
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Cited by 19 scholarly publications.
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KEYWORDS
Expectation maximization algorithms

Error analysis

LIDAR

Profiling

Radar

Statistical analysis

Data modeling

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