Field Programmable Gate Array (FPGA) Implementation of Parallel Jacobi for Eigen-Decomposition in Direction of Arrival (DOA) Estimation Algorithm

The eigen-decomposition of a covariance matrix is a key step in the Direction of Arrival (DOA) estimation algorithms such as subspace classes. Eigen-decomposition using the parallel Jacobi algorithm implemented on FPGA offers excellent parallelism and real-time performance. Addressing the high compl...

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Bibliographic Details
Published in:	Remote sensing (Basel, Switzerland) Vol. 16; no. 20; p. 3892
Main Authors:	Zhou, Shuang, Zhou, Li
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.10.2024
Subjects:	Accuracy Algorithms CORDIC Covariance matrix Data processing Decomposition Direction of arrival eigen-decomposition Eigenvalues Eigenvectors Field programmable gate arrays FPGA Methods Music parallel Jacobi Parallel processing Real time Resource consumption Time division multiplexing
ISSN:	2072-4292, 2072-4292
Online Access:	Get full text
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