The Affine Projection Algorithm
Affine Projection Algorithm for Speech Enhancement using Controlled Projection Order
... the affine projection algorithm (APA) in voice communication ...of algorithm are changed according to the nature of the ...the projection order, step-size and filter length are changed ...
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A low complexity reweighted proportionate affine projection algorithm with memory and row action projection
... proportionate affine projection algorithm (RPAPA) with memory and row action projection (MRAP) is proposed in this ...MRAP algorithm outperforms both the affine projection ...
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Design of a reusable distributed arithmetic filter and its application to the affine projection algorithm
... 7.1.3 FAP Adaptive Filter A high-throughput, low-latency adaptive filter was introduced in Chapter 4. The adaptive filter implements the fast affine projection algorithm, an adaptive algorithm ...
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Analysis of incremental augmented affine projection algorithm for distributed estimation of complex-valued signals
... proposed algorithm which we refer to it as incremental augmented affine projection algorithm (incAAPA) utilizes the full second order statisti- cal information in the complex ...
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Steady-state performance of an adaptive combined MISO filter using the multichannel affine projection algorithm
... multichannel affine projection algorithm (APA) to update the coefficients of the MISO filters, which increases the possibility of exploiting the capabilities of the filtering ...
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Steady-State Performance of an Adaptive Combined MISO Filter Using the Multichannel Affine Projection Algorithm
... multichannel affine projection algorithm (APA) to update the coefficients of the MISO filters, which increases the possibility of exploiting the capabilities of the filtering ...
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Affine Projection Algorithm Based Decision Fusion for Cooperative Spectrum Sensing In Cognitive Radio Networks
... Spectrum sensing is a main function in cognitive radio networks to detect the spectrum holes or unused spectrum. Cooperative spectrum sensing schemes are recently suggested and they provide fast and accurate results. In ...
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FAST EXACT AFFINE PROJECTION ALGORITHM USING DISPLACEMENT STRUCTURE THEORY. Manolis C. Tsakiris and Patrick A. Naylor
... manolis.tsakiris08, [email protected] ABSTRACT This paper exploits the displacement structure of the coefficient matrix of the linear system of equations pertinent to the Affine Projection ...
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Speech Enhancement using Affine Projection Algorithm and Normalized Kernel Affine Projection Algorithm
... 4. KERNEL ADAPTIVE FILTERS The main idea of kernel method is, the input data is transformed, to a high dimensional feature space through a reproducing kernel such that the innermost product operation can be computed ...
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Coordinate descent iterations in fast affine projection algorithm
... DCD algorithm guarantees convergence to the true solu- tion if elements of the true solution vector are within the in- terval ...the algorithm description that if is a power of two, then multiplications by ...
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Coordinate descent iterations in fast affine projection algorithm
... DCD algorithm guarantees convergence to the true solu- tion if elements of the true solution vector are within the in- terval ...the algorithm description that if is a power of two, then multiplications by ...
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Sliding Window Generalized Kernel Affine Projection Algorithm Using Projection Mappings
... developed algorithm can be considered as a generalization of a kernel affine projection algorithm (APA) and the kernel normalized least mean squares ...of projection mappings. Classification is ...
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Subband Affine Projection Algorithm for Acoustic Echo Cancellation System
... tion algorithm based on the subband structure [13] and the fullband affine projection algorithm [3] for acoustic echo ...proposed algorithm uses the OSF for prewhitening the highly correlated ...
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Distributed estimation over an adaptive incremental network based on the affine projection algorithm
... proposed algorithm. Compared to the dRLS algorithm for certain regressor lengths, the dAPA algorithm at each node involves less computational cost and reduced inter-node communications and memory ...
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A Variable Step-Size Proportionate Affine Projection Algorithm for Identification of Sparse Impulse Response
... Recommended by Jose Carlos Bermudez Proportionate adaptive algorithms have been proposed recently to accelerate convergence for the identification of sparse impulse response. When the excitation signal is colored, ...
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Analysis of Transient and Steady-State Behavior of a Multichannel Filtered-x Partial-Error Affine Projection Algorithm
... affine projection (AP) ...affine projection or partial-update ...LMS algorithm, based only on neglecting the correlation between coe ffi cient and signal vectors, is ...affine projection (FX-PE-AP) ...
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Data Censoring with Set-Membership Affine Projection Algorithm
... MEMBERSHIP AFFINE PROJECTION ALGORITHM In the previous section, a process to estimate the threshold parameter of the ST-SM-AP algorithm has been addressed such that the update rate of the ...
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A kernel affine projection-like algorithm in reproducing kernel Hilbert space
... Kernel Affine Projection-Like Algorithm in Reproducing Kernel Hilbert Space Qishuai Wu, Yingsong Li, Senior Member, IEEE, Yuriy ...kernel affine projection-like algorithm (KAPLA) ...
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Kernel Affine Projection Algorithms
... In other words, once the unit is allocated, the coe ffi cient is fixed. It mimics the resource-allocating step in the RAN algorithm whereas it neglects the adaptation step. In this sense, the KAPA algorithms, that ...
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Set-Membership Proportionate Affine Projection Algorithms
... IPNLMS algorithm, an e ffi cient weight-scaling assignment is proposed that utilizes the information pro- vided by the data-dependent step ...general algorithm, the set-membership proportionate affine ...
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