Pei-Jung Chung, Mats Viberg, and Jia Yu, "Chapter 14 - DOA Estimation Methods and Algorithms," in Volume 3: Array and Statistical Signal Processing, Abdelhak M. Zoubir, Mats Viberg, Rama Chellappa and Sergios Theodoridis, Ed., vol. 3 of Academic Press Library in Signal Processing, pp. ...
processingandhavecomparedmanyDOAestimationmethodsinarraysignalprocessing,which includedclassicalspectrumestimationmethod、Caponminimumvariancemethod、MUSIC methodandESPRITmethod。Throughtheintroductionandcomparisonofthesealgorithms,we canchoosedifferentalgorithmtoestimatetheDOAofsignalindifferentsituation,conveniently。 DOA估计算法...
关键词:阵列信号处理;来波方向(DOA);MUSIC;;ESPRIT DOA Estimation Algorithms in Array Signal ProcessingAbstract:In this paper, we have introduced the basic knowledge and data model of array signal processing and have compared many DOA estimation methods in array signal processing,which included ...
关键词:阵列信号处理;来波方向(DOA);MUSIC;自相关矩阵;特征分解;ESPRITDOA Estimation Algorithms in Array Signal ProcessingAbstract:In this pap 2、er, we have introduced the basic knowledge and data model of array signal processing and have compared many DOA estimation methods in array signal ...
Due to the rapid development and wide application of compressed sensing and sparse reconstruction theory, there exists a series of sparsity-based methods for the antenna sensor array direction of arrival (DOA) estimation with excellent performance. However, it is known that this kind of algorithms ...
Direction of Arrival (DoA) algorithms are used for estimation of a number of incident plane waves on the antenna array and their incidence angles. This paper compares performance of three DoA algorithms: MUSIC, root-MUSIC and Capon applied on the uniform linear array in the presence of ...
The harmonic structures in the human speech spectrum can be used for weighting the CSP analysis, because harmonic bins must contain more speech power than the others and thus give us more reliable information. However, most conventional methods leveraging harmonic structures require pitch estimation ...
DOA etimation algorithms implemented in Python for ULA, UCA and broadband/wideband DOA estimation signal-processingarraydoaaoadirection-of-arrivaldoa-estimationarray-signal-processing UpdatedMar 21, 2025 Python Star25 A maximum likelihood direction of arrival estimation method for open-sphere microphone arr...
mationofDOAbysparsedecompositionofthearrayoutput.Themethodsofsingularvaluedecompo— sition(SVD)ofthedatamatrixandcoarsesearchingfollowedwithfineestimationreducetheeom- putationalcomplexity.Comparedwithtraditionalalgorithms,thisnewalgorithmcanhandlehighly correlatedsources,doesnotrequirethenumberofsourcesinadvanceandexhibits...
DA-MUSIC: Data-Driven DoA Estimation via Deep Augmented MUSIC Algorithm DA-MUSIC:通过深度增强MUSIC算法进行数据驱动的 DoA 估计 Abstract—Direction of arrival (DoA) estimation of multiple signals is …