A Gridless Wideband DOA Estimation Based On Atomic Norm Minimization
Yuanyuan Jiang, Dan Li, Xiaohuan Wu, Wei‐Ping Zhu
Abstract
This paper proposes a new method for wideband direction-of-arrival (DOA) estimation. The main idea of the proposed method is focusing the array output on frequency point to the reference frequency point. But different from coherent signal-subspace method (CSSM), it has no requirement of an initial DOA estimation. Atomic norm minimization (ANM) is then applied after the focusing step. Our proposed method is able to achieve better estimation performance than other wideband DOA estimators. Numerical simulations are carried out to demonstrate the performance of the proposed method compared to existing ones.
Topics & Concepts
EstimatorWidebandComputer scienceMinificationSubspace topologyDirection of arrivalNorm (philosophy)AlgorithmSignal subspaceElectronic engineeringMathematicsTelecommunicationsEngineeringArtificial intelligenceStatisticsNoise (video)Antenna (radio)Image (mathematics)LawPolitical scienceProgramming languageDirection-of-Arrival Estimation TechniquesSpeech and Audio ProcessingAdvanced Adaptive Filtering Techniques