The PMP Scheme with the LMS Algorithm
Modified Clipped LMS Algorithm
... new algorithm is proposed for updating the weights of an adaptive ...proposed algorithm is a modification of an existing method, namely, the clipped LMS, and uses a three-level quantization (+1, 0, − ...
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The Filtered-x LMS Algorithm
... adaptive algorithm such as the LMS algorithm is likely to be unstable in this application due to the phase shift (delay) introduced by the forward path [1, ...filtered-x LMS-algorithm ...
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On feed through terms in the lms algorithm
... 72 o , well within acceptable limits. The problem is further compounded by the fact that the gain within the closed loop system of the LMS algorithm is time varying. This is best illustrated with a block ...
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Lecture 5: Variants of the LMS algorithm
... Comparison of LMS and NLMS within the example from Lecture 4 (channel equalization): • The LMS was run with three different step-sizes: µ = [0.075; 0.025; 0.0075] • The NLMS was run with four different ...
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Image Compression using DPCM with LMS Algorithm
... -----------------------------------------------------------------****--------------------------------------------------------------- Abstract: The Differential pulse code modulation (DPCM) [1] may be used to remove the ...
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Performance Analysis of LMS Adaptive Beamforming Algorithm
... The LMS algorithm is most commonly used adaptive algorithm because of its simplicity and a reasonable ...iterative algorithm it can be used in a highly time-varying signal ...the LMS ...
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Set-Membership Quaternion Normalized LMS Algorithm
... (SM-QNLMS) algorithm to operate with the quaternion ...proposed algorithm gets around this ...SM-QNLMS algorithm to predicting the wind profile and compare their competitive performance with the ...
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Single payment scheme and dual values of land in PMP models
... Our theoretical approach can help to understand the meaning of the dual value of land when the first stage of the PMP is used and to give consistent dual values to the constraints associated with the land when ...
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Implementation of LMS Algorithm for AEC's in Mobile Communication Systems
... In this paper, we have introduced the novel AEC calculation RSLMS with step measure control technique has been proposed and confirmed its execution by PC simulations in MATLAB. The new technique can give the better ...
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Performance Analysis of the Consensus-Based Distributed LMS Algorithm
... of D-LMS can be used which circumvents communicating Lagrange multipliers yet incurs no performance penalty. A detailed MSE tracking performance analysis was conducted for D-LMS, when the parameter ...
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Adaptive Filtering using Steepest Descent and LMS Algorithm
... this algorithm to get the desired noise-free ...sophisticated algorithm which is based on the underlying criteria of minimum mean square error called as the Least Mean Square ...
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A new LMS algorithm for analysis of atrial fibrillation signals
... the algorithm is stable and can adjust to a wide range of extrinsic feature values associated with a particular ...both LMS algorithms oc- curred for paroxysmal AF data (Tables 1 and 3) as compared with ...
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ACCREDITATION SCHEME FOR LABORATORY MANAGEMENT SYSTEM (LMS) TRAINING INSTITUTIONS
... Accreditation Scheme for LMS Training Institutions, ...THE SCHEME NABET is proposing an accreditation Scheme for LMS training ...The scheme is aimed to create an independent, ...
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Performance Analysis of Shrinkage Linear Complex-Valued LMS Algorithm
... filtering algorithm with a fixed step-size, the tradeoff between fast convergence and low steady-state misalignment is ...(SL-CLMS) algorithm was proposed [13], in which the variable step-size (VSS) is ...
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Finite impulse response filter implementation using LMS algorithm
... 6.1 CHANNEL EQUALISATION:- The speed of data transmission over telephone channels is usually limited by channel distortion that causes intersymbol interference (ISI). An adaptive equalizer is employed in the modem to ...
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Echo Cancelation Using Least Mean Square (LMS) Algorithm
... The LMS algorithm is a type of adaptive filter known as stochastic gradient-based algorithms as it utilizes the gradient vector of the filter tap weights to converge on the optimal wiener ...the LMS ...
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Performance Analysis of FrFT based Adaptive Filters with LMS Algorithm
... Keywords Adaptive Filters, FrFT, LMS Algorithm, SNR 1. INTRODUCTION Digital filter plays an important role in digital signal processing applications. Digital filters are widely used in digital signal ...
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Adaptive Equalization of binary encoded signals Using LMS Algorithm
... ABSTRACT: The recent digital transmission systems impose the application of channel equalizers with short training time. Equalization techniques compensate for the time dispersion introduced by communication channels. ...
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Performance Analysis of Kernel Adaptive Filters based on LMS Algorithm
... Fig.2. SSP results. C1: ECG reference signal. C2: estimated ECG contribution in MEG signal. C3: denoised MEG. C4: corrupted MEG. 6. Conclusion This paper investigated the performance of kernel LMS methods KLMS, ...
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Convex combination of adaptive filters for a variable tap-length LMS algorithm
... Tap-Length LMS Algorithm Yonggang Zhang and Jonathon ...(LMS) algorithm in a low signal-to-noise environment (SNR 0 ...tap-length LMS algorithm is highly affected by the ...
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