Performance analysis of the VIA-ESPRIT algorithm

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Performance analysis of the VIA-ESPRIT algorithm

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The VIA-ESPRIT algorithm is a computationally efficient method for direction of arrival (DOA) estimation. This algorithm uses virtual interpolated arrays (VIA) to apply ESPRIT type techniques to arbitrary array geometries. This paper presents a performance analysis of VIA-ESPRIT. Expressions for the bias and the variance of the estimation errors are derived. Simulation results verify the theoretically predicted performance.

Inspec keywords: matrix algebra; interpolation; array signal processing; estimation theory

Other keywords: bias; variance; virtual interpolated arrays; direction of arrival; VIA-ESPRIT algorithm; simulation results; estimation errors; DOA estimation; array geometries; performance analysis

Subjects: Interpolation and function approximation (numerical analysis); Algebra; Signal processing and detection

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