Direction Finding Algorithms with Joint Iterative Subspace Optimization
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Abstract (arXiv)
In this paper, a reduced-rank scheme with joint iterative optimization is presented for direction of arrival estimation. A rank-reduction matrix and an auxiliary reduced-rank parameter vector are jointly optimized to calculate the output power with respect to each scanning angle. Subspace algorithms to estimate the rank-reduction matrix and the auxiliary vector are proposed. Simulations are performed to show that the proposed algorithms achieve an enhanced performance over existing algorithms in the studied scenarios.
Key facts. Cited by 19 papers in the map (data through 7 Oct 2026). First posted on arXiv 12 Feb 2014.
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Citing papers per year: 2021: 4; 2022: 6; 2023: 3; 2024: 3; 2025: 3.
19 papers.
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- 2021A survey on active noise control techniques -- Part I: Linear systemscited by 2
- 2021Study of List-Based OMP and an Enhanced Model for Direction Finding with Non-Uniform Arrayscited by 0
- 2021Study of Proximal Normalized Subband Adaptive Algorithm for Acoustic Echo Cancellationcited by 0
- 2021Active noise control techniques for nonlinear systemscited by 0
- 2022Study of filtered-x logarithmic recursive least p-power algorithmcited by 0
- 2022Conjugate Gradient Adaptive Learning with Tukey's Biweight M-Estimatecited by 0
- 2022Study of Robust Sparsity-Aware RLS algorithms with Jointly-Optimized Parameters for Impulsive Noise Environmentscited by 0
- 2022Sparsity-Aware Robust Normalized Subband Adaptive Filtering algorithms based on Alternating Optimizationcited by 0
- 2022Design and Analysis of Robust Resilient Diffusion over Multi-Task Networks Against Byzantine Attackscited by 0
- 2022Study of General Robust Subband Adaptive Filteringcited by 0
- 2023Study of Robust Adaptive Beamforming with Covariance Matrix Reconstruction Based on Power Spectral Estimation and Uncertainty Regioncited by 0
- 2023Efficient Covariance Matrix Reconstruction with Iterative Spatial Spectrum Samplingcited by 0
7 more
- 2023Study of Enhanced MISC-Based Sparse Arrays with High uDOFs and Low Mutual Couplingcited by 0
- 2024Study of Robust Direction Finding Based on Joint Sparse Representationcited by 0
- 2024Analysis of Partially-Calibrated Sparse Subarrays for Direction Finding with Extended Degrees of Freedomcited by 0
- 2024Direction of Arrival Estimation with Sparse Subarrayscited by 0
- 2025Design and Analysis of Robust Adaptive Filtering with the Hyperbolic Tangent Exponential Kernel M-Estimator Function for Active Noise Controlcited by 0
- 2025Covariance Matrix Construction with Preprocessing-Based Spatial Sampling for Robust Adaptive Beamformingcited by 0
- 2025Direction Finding with Sparse Arrays Based on Variable Window Size Spatial Smoothingcited by 0
- 2025Direction Finding with Sparse Arrays Based on Variable Window Size Spatial Smoothing26 Dec 2025
- 2025Covariance Matrix Construction with Preprocessing-Based Spatial Sampling for Robust Adaptive Beamforming30 Sep 2025
- 2025Design and Analysis of Robust Adaptive Filtering with the Hyperbolic Tangent Exponential Kernel M-Estimator Function for Active Noise Control18 Aug 2025
- 2024Direction of Arrival Estimation with Sparse Subarrays17 Aug 2024
- 2024Analysis of Partially-Calibrated Sparse Subarrays for Direction Finding with Extended Degrees of Freedom6 Aug 2024
- 2024Study of Robust Direction Finding Based on Joint Sparse Representation27 May 2024
- 2023Study of Enhanced MISC-Based Sparse Arrays with High uDOFs and Low Mutual Coupling16 Sep 2023
- 2023Efficient Covariance Matrix Reconstruction with Iterative Spatial Spectrum Sampling2 Sep 2023
- 2023Study of Robust Adaptive Beamforming with Covariance Matrix Reconstruction Based on Power Spectral Estimation and Uncertainty Region18 Mar 2023
- 2022Study of General Robust Subband Adaptive Filtering4 Aug 2022
- 2022Design and Analysis of Robust Resilient Diffusion over Multi-Task Networks Against Byzantine Attacks25 Jun 2022
- 2022Sparsity-Aware Robust Normalized Subband Adaptive Filtering algorithms based on Alternating Optimization15 May 2022
7 more
- 2022Study of Robust Sparsity-Aware RLS algorithms with Jointly-Optimized Parameters for Impulsive Noise Environments9 Apr 2022
- 2022Conjugate Gradient Adaptive Learning with Tukey's Biweight M-Estimate19 Mar 2022
- 2022Study of filtered-x logarithmic recursive least p-power algorithm20 Jan 2022
- 2021Active noise control techniques for nonlinear systems19 Oct 2021
- 2021A survey on active noise control techniques -- Part I: Linear systems1 Oct 2021
- 2021Study of Proximal Normalized Subband Adaptive Algorithm for Acoustic Echo Cancellation14 Aug 2021
- 2021Study of List-Based OMP and an Enhanced Model for Direction Finding with Non-Uniform Arrays8 May 2021
- 2021A survey on active noise control techniques -- Part I: Linear systemscited by 2
- 2021Study of List-Based OMP and an Enhanced Model for Direction Finding with Non-Uniform Arrayscited by 0
- 2021Study of Proximal Normalized Subband Adaptive Algorithm for Acoustic Echo Cancellationcited by 0
- 2021Active noise control techniques for nonlinear systemscited by 0
- 2022Study of filtered-x logarithmic recursive least p-power algorithmcited by 0
- 2022Conjugate Gradient Adaptive Learning with Tukey's Biweight M-Estimatecited by 0
- 2022Study of Robust Sparsity-Aware RLS algorithms with Jointly-Optimized Parameters for Impulsive Noise Environmentscited by 0
- 2022Sparsity-Aware Robust Normalized Subband Adaptive Filtering algorithms based on Alternating Optimizationcited by 0
- 2022Design and Analysis of Robust Resilient Diffusion over Multi-Task Networks Against Byzantine Attackscited by 0
- 2022Study of General Robust Subband Adaptive Filteringcited by 0
- 2023Study of Robust Adaptive Beamforming with Covariance Matrix Reconstruction Based on Power Spectral Estimation and Uncertainty Regioncited by 0
- 2023Efficient Covariance Matrix Reconstruction with Iterative Spatial Spectrum Samplingcited by 0
12 most cited of 19 All 19 (JSON)
- 2025Direction Finding with Sparse Arrays Based on Variable Window Size Spatial Smoothing26 Dec 2025
- 2025Covariance Matrix Construction with Preprocessing-Based Spatial Sampling for Robust Adaptive Beamforming30 Sep 2025
- 2025Design and Analysis of Robust Adaptive Filtering with the Hyperbolic Tangent Exponential Kernel M-Estimator Function for Active Noise Control18 Aug 2025
- 2024Direction of Arrival Estimation with Sparse Subarrays17 Aug 2024
- 2024Analysis of Partially-Calibrated Sparse Subarrays for Direction Finding with Extended Degrees of Freedom6 Aug 2024
- 2024Study of Robust Direction Finding Based on Joint Sparse Representation27 May 2024
- 2023Study of Enhanced MISC-Based Sparse Arrays with High uDOFs and Low Mutual Coupling16 Sep 2023
- 2023Efficient Covariance Matrix Reconstruction with Iterative Spatial Spectrum Sampling2 Sep 2023
- 2023Study of Robust Adaptive Beamforming with Covariance Matrix Reconstruction Based on Power Spectral Estimation and Uncertainty Region18 Mar 2023
- 2022Study of General Robust Subband Adaptive Filtering4 Aug 2022
- 2022Design and Analysis of Robust Resilient Diffusion over Multi-Task Networks Against Byzantine Attacks25 Jun 2022
- 2022Sparsity-Aware Robust Normalized Subband Adaptive Filtering algorithms based on Alternating Optimization15 May 2022
12 newest of 19 All 19 (JSON)