joint diagonalization
Mining the Bilinear Structure of Data with Approximate Joint Diagonalization
... Abstract—Approximate Joint Diagonalization of a matrix set can solve the linear Blind Source Separation ...bilinear joint diagonalization can be applied for extracting sources according to a ...
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Single channel noise reduction using unified joint diagonalization and optimal filtering
... via joint diagonalization of the desired and noise signal covariance ...Since joint diagonalization is used, the method will work for all kinds of noise, as opposed to, ...
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On joint diagonalization of cumulant matrices for independent component analysis of MRS and EEG signals.
... Abstract— An extension of the original implementation of JADE, named eJADE (1) hereafter, was proposed in 2001 to perform independent component analysis for any combination of statistical orders greater than or equal to ...
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Non-unitary matrix joint diagonalization for complex independent vector analysis
... In this experiment, we compare our CG based IVA approach, referred to as IVA-CG, with two second-order statistics based IVA algorithms. We refer to one contrast optimization based IVA algorithm as IVA-CO, cf. [5,6], and ...
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Semi-nonnegative joint diagonalization by congruence and semi-nonnegative ICA
... In this paper, we focus on the Joint Diagonalization by Congruence (JDC) de- composition of a set of matrices, while imposing nonnegative constraints on the joint diagonalizer. The latter will be ...
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A Fast Algorithm for Joint Diagonalization with Non-orthogonal Transformations and its Application to Blind Source Separation
... for joint diagonalization of several ...the joint diagonalization problem, and addresses di- agonalization with a general, non-orthogonal ...state-of-the-art joint ...
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Approximate Joint Diagonalization within the Riemannian Geometry Framework
... Abstract—We consider the approximate joint diagonalization problem (AJD) related to the well known blind source separation (BSS) problem within the Riemannian geometry framework. We define a new manifold ...
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ESPRIT-like two-dimensional direction finding for mixed circular and strictly noncircular sources based on joint diagonalization
... on joint direction estimation of circular and non- circular signals was reported in [20] where four 1-D peak searching estimators were constructed using two parallel uniform linear arrays (ULAs) along with a ...
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Jacobi-like nonnegative joint diagonalization by congruence
... A new joint diagonalization by congruence algorithm is pre- sented, which allows the computation of a nonnegative joint diagonalizer. The nonnegativity constraint is ensured by means of a square ...
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Non-orthogonal joint block diagonalization based on the LU or QR factorizations for convolutive blind source separation
... the joint block-diagonalizer is an orthogonal (unitary in the complex case) matrix; the spatial pre-whitening is likely to lead to a larger error and, moreover, this error is unable to correct in the subsequent ...
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Joint Analysis of Multiple Datasets by Cross-Cumulant Tensor (Block) Diagonalization
... order to jointly process several sets of (cross) cumulants, the factor- izations are coupled in a specific way that was termed generalized joint diagonalization (GJD). IVA via GJD can be applied to second- ...
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A joint-channel diagonalization for multiuser MIMO antenna systems
... this joint diagonalization exists, the resulting multiuser MIMO system will be decomposed into parallel uncoupled channels and users’ data can be trans- mitted in disjoint ...
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Joint space width of the tibiotalar joint in the healthy foot
... talocalcaneal joint, was used so that the CT scans could be obtained under the same conditions, with the foot held in maximal plantar flexion or dorsiflexion of the ankle ...
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FATIGUE LIFE ANALYSIS OF JOINT BAR OF INSULATED RAIL JOINT
... rail, joint bar or both This work focuses on mainly fatigue life of joint bar which is calculated in terms of million gross tons (MGT) which helps to find the different stress developed and also the life ...
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Performance Analysis of Low Density Parity Check Codes Aided Block Diagonalization using Space Time Block Codes for MIMO Systems
... LDPC is an efficient encoding technique when compared with TCM, BD reduces the effect of MUI and STBCs reduces signal fading effects. In this paper, we proposed LDPC aided Block Diagonalization technique using ...
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Joint Reply to `Maternal-Infant Bonding: A Joint Rebuttal'
... studies not mentioned in the rebuttal, was an accurate and objective attempt to determine what effects early skin-to-skin contact had on maternal behavior and child development. Early co[r] ...
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Proteinases in the joint: clinical relevance of proteinases in joint destruction
... they have been implicated in a variety of physiological and pathological processes. For example, the urokinase-type plasminogen activator (uPA) and tissue-type plasminogen activator play a critical role in several ...
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The Joint Cities
... the joint-city is generated when the two interconnected cities join their functional structures; such connection generates a relationship that becomes a harbinger of new urban ...a joint-city is generated ...
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Joint Publication Joint Airspace Control
... as joint force support to a humanitarian relief effort, natural disaster, or other catastrophic ...the joint force to comply with HN aviation authority ...in joint force ACP, ACO, ATO, or SPINS, the ...
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Joint action and joint attention : drawing parallels between the literatures
... researchers to argue that what is being represented is the task rule, that is, to make a certain response to a certain stimulus (Sebanz et al., 2003). However, a study by Wenke, Atmaca, Holländer, Liepelt, Baess and ...
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