A Sigmoid-Enhanced Adaptive Weighted MUSIC Algorithm for Direction-of-Arrival Estimation
Keywords:
Direction-of-arrival estimation, MUSIC algorithm, adaptive weighting, sigmoid function, noise subspace estimation, partial eigen-decomposition.Abstract
Accurate direction-of-arrival (DOA) estimation is a core problem in array signal processing with applicationsin radar, sonar, and wireless communications. Classical MUSIC-based techniques provide high angular resolution butoften exhibit performance degradation in low signal-to-noise ratio environments and in the presence of closely spaced sources. In this paper, a Sigmoid-Enhanced Adaptive Weighted MUSIC (SEAW-MUSIC)
References
K. H. Yeap, and A. Khandare, “Sigmoid-enhanced robust adaptive beamforming for sensor arrays,” Signal, Image and Video Processing, vol. 19, no. 4, p. 304, 2025.
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Published
2024-08-20
How to Cite
Vandana and Pavan Mankal. (2024). A Sigmoid-Enhanced Adaptive Weighted MUSIC Algorithm for Direction-of-Arrival Estimation . Journal of Computational Analysis and Applications (JoCAAA), 33(08), 2981–2991. Retrieved from https://eudoxuspress.com/index.php/pub/article/view/4587
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