2002 · 49 citations · 5 references
EngineeringAerospace EngineeringPhysicsAcousticsComputational AcousticsMusic AnalysisAcoustic Signal ProcessingAeroacousticsArray ProcessingBeamformingDigital Signal ProcessingSignal Detection TheoryAeroacoustic NoiseAeroacoustic Signal ProcessingCoherent Signal ProcessingExperimental AeroacousticsIncoherent ProcessingMusic AlgorithmSingular Value DecompositionWideband Array Processing
Incoherent and coherent wideband array processing techniques for aeroacoustic detection and tracking of ground vehicles are contrasted. Experimental results for a circular array are presented, illustrating complexity and performance tradeoffs. Incoherent and coherent MUSIC are used for comparison. Complexity is dominated in both cases by singular value decomposition (SVD) calculation performed M times for the incoherent case and S times for the coherent case, where M is the number of frequency bins and S is the number of look angles. Good results are obtained with the incoherent method for small M provided adequate narrowband SNR is available. The coherent approach is more statistically stable, and S can be reduced by employing a priori coarse direction estimates.
5