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A Survey of Stochastic Simulation and Optimization Methods in Signal Processing.

IEEE Journal of Selected Topics in Signal Processing, no. 2 (2016): 224-241

Cited: 95|Views3837

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dblp.uni-trier.de academic.microsoft.com arxiv.org

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Signal processing algorithmsApproximation algorithmsStochastic processesComputational modelingOptimizationMore(2+)

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Modern signal processing (SP) methods rely very heavily on probability and statistics to solve challenging SP problems. SP methods are now expected to deal with ever more complex models, requiring ever more sophisticated computational inference techniques. This has driven the development of statistical SP methods based on stochastic simul...More

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