IEEE Transactions on Signal Processing · 2003 · 163 citations · 34 references
EngineeringElectrical EngineeringAcoustic DesignAcousticsComputational AcousticsAcoustic OptimizationArray ProcessingBeamformingAcoustic BeamformingMicrophone Array DesignMicrophone Array SimulationMicrophone ArraysMinimax DesignMinimax OptimizationProbability Density FunctionsWorst-case Optimization
Fixed broadband beamformers using small-size microphone arrays are known to be highly sensitive to errors in the microphone array characteristics. The paper describes two design procedures for designing broadband beamformers with an arbitrary spatial directivity pattern, which are robust against gain and phase errors in the microphone array characteristics. The first design procedure optimizes the mean performance of the broadband beamformer and requires knowledge of the gain and the phase probability density functions, whereas the second design procedure optimizes the worst-case performance by using a minimax criterion. Simulations with a small-size microphone array show the performance improvement that can be obtained by using a robust broadband beamformer design procedure.
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Practical methods of optimization
Mathematics and Computers in Simulation · 1988 · 5.9K citations
Practical Methods of Optimization.
Christoph Witzgall, R. Fletcher · Mathematics of Computation · 1989 · 3.6K citations