Design of a low-complexity DOA estimation method based on fourth-order cumulants

Bin Lin; Guoping Hu

doi:10.1117/12.2668628

14 February 2023 Design of a low-complexity DOA estimation method based on fourth-order cumulants

Bin Lin, Guoping Hu

Proceedings Volume 12589, International Conference on Optical Technology, Semiconductor Materials, and Devices (OTSMD 2022); 125890X (2023) https://doi.org/10.1117/12.2668628
Event: International Conference on Optical Technology, Semiconductor Materials, and Devices (OTSMD 2022), 2022, Longyan, China

Abstract

To address the problem that the conventional algorithm has a very high complexity in estimating the Direction of Arrival (DOA) of coherent sources in the background of color noise, this paper proposes a low-complexity DOA estimation method based on the fourth order cumulant and Toeplitz matrix reconstruction. Firstly, a Fourth Order Cumulant (FOC) matrix is constructed from the received signal vector to suppress the noise component, and the redundant information in the FOC matrix is removed by storing the matrix to obtain the reduced dimensional FOC matrix. Afterwards, the Toeplitz matrix is reconstructed to extend the array aperture and to achieve decoherence. Finally, the DOA estimation of the reconstructed matrix is performed using the MUSIC algorithm. Simulations demonstrate that the DOA estimation of coherent signals in a color-noise background is less complex and maintains a higher accuracy than conventional algorithms.

Citation Download Citation

Bin Lin and Guoping Hu "Design of a low-complexity DOA estimation method based on fourth-order cumulants", Proc. SPIE 12589, International Conference on Optical Technology, Semiconductor Materials, and Devices (OTSMD 2022), 125890X (14 February 2023); https://doi.org/10.1117/12.2668628

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