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Description: 本文是关于LMS算法在非相关的高斯噪声下的收敛性！希望对大家有用-paper on the LMS algorithm in the non-Gaussian noise under the Convergence! We hope to useful
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Size: 249276 |
Author: yangfei |
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Description: 本文是关于LMS算法在非相关的高斯噪声下的收敛性！希望对大家有用-paper on the LMS algorithm in the non-Gaussian noise under the Convergence! We hope to useful
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Size: 248832 |
Author: yangfei |
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Description: 用自适应数字滤波器进行谱线增强,噪声信号是均值为零,方差为1的高斯白噪声-Using adaptive digital filters for line enhancement, noise signal is zero mean, variance 1 Gaussian white noise
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Size: 1024 |
Author: 清风 |
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Description: 基于LMS与RLS算法的自适应均衡程序，包括加性高斯信道、瑞利平坦信道、频率选择性衰落信道。-Based on the LMS and RLS algorithm adaptive equalization procedures, including additive Gaussian channels, flat Rayleigh channel, frequency selective fading channel.
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Size: 16384 |
Author: 郭伟 |
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Description: 应用LMS算法去除噪声，纯净信号为各种数字调制信号，本程序中选的是数字调幅信号8ASK，噪声是高斯白噪声，信噪比可以任意指定。-Application of LMS algorithm to remove noise, clean signal for a variety of digital modulation signal, this procedure is successful digital AM signal 8ASK, noise is white Gaussian noise, signal to noise ratio can be specified.
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Size: 1024 |
Author: 李冰 |
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Description: 本文将现实中采集到的一段语音加上了高斯白噪声，利用了LMS算法，将噪声滤除，仿真效果良好-This article will be collected in reality a section of voice coupled with a Gaussian white noise, using the LMS algorithm, the noise filtering, simulation results
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Size: 1024 |
Author: 林琳 |
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Description: Source code - create Gaussian Mixture Model in following steps:
1, K-means
2, Expectation-Maxximization
3, GMM
Notice: All datapoints are generated randomly and you can config in Config.h-Source code- create Gaussian Mixture Model in following steps:
1, K-means
2, Expectation-Maxximization
3, GMM
Notice: All datapoints are generated randomly and you can config in Config.h
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Size: 6144 |
Author: ChipChipKnight |
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Description: LMS在加性高斯白噪声信道下迭代2000步的输出能量和误差权矢量-LMS in the additive white Gaussian noise channel output of the next iteration step 2000, the energy and the error weight vector
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Size: 1024 |
Author: asd |
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Description: 对声音信号的LMS滤波，噪音为固定信噪比的高斯噪声-LMS filtering of sound signals, noise, Gaussian noise for a fixed signal to noise ratio
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Size: 1024 |
Author: mimi |
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Description: 功能描述：测试LMS与RLS算法，比较两种算法的收敛特性
文件名：LMS_RLS_sim.m
测试用例：
x(n)+a1*x(n-1)+a2*x(n-2)=e(n)，a1=-1.6,a2=0.81,e(n)为高斯白噪声
文件输出：系数a1的值
调用函数：function [A] = LMS_Algo(M,N,mu,xn)
被调用：无
作者：mingcheng
编写时间：2009-10-13
修改时间：2009-10-13
版本：V1.0 - Function Description: Test LMS and RLS algorithm, the convergence characteristics were compared file name: LMS_RLS_sim.m test case: x (n)+ a1* x (n-1)+ a2* x (n-2) = e (n), a1 =- 1.6, a2 = 0.81, e (n) is Gaussian white noise file output: the value of coefficient a1 call the function: function [A] = LMS_Algo (M, N, mu, xn) is called: No of: mingcheng write time :2009-10-13 modified :2009-10-13 version: V1.0
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Size: 1024 |
Author: 赵明诚 |
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Description: 在分析最小均方自适应滤波器(LMSAF)均方误差(MSE)的收敛性时，文献常用统计自相关矩阵代替瞬时自相关矩阵以简化分析，由此得出的收敛条件比较粗糙。本程序指出：不相关高斯输入情况下，无需如上简化，可依据高斯阶矩因式分解定理得到确切的MSE收敛条件，相应的失调表式能更准确地预报失调-In the analysis of LMS adaptive filter (LMSAF) the mean square error (MSE) convergence, the literature commonly used statistical correlation matrix instead of the instantaneous correlation matrix to simplify the analysis, it follows that the convergence conditions are relatively rough. This procedure pointed out: not related to the Gaussian input case, no simplification above may be based on the Gaussian moment factoring theorem to the exact order of MSE convergence conditions, the corresponding offset table style to a more accurate prediction of disorder
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Size: 8192 |
Author: 王凤 |
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Description: matlab实现系统辨识 采用LMS（最小均方误差）估计 随机信号均值为0方差为1，加入高斯白噪声-matlab for system identification using LMS (least mean square error) estimation of random signal with mean 0 variance 1, by adding Gaussian white noise
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Size: 1024 |
Author: qyl |
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Description: 两种算法（LMS和RLS）实现CDMA系统盲多用户检测的仿真。结论验证了在加性高斯白招生信道下、同步DS-CDMA系统中接收机应用这两种盲多用户检测算法抑制多址干扰（MAI: multiple access interference）和码间串扰（ISI: inter symbol interference）的能力,仿真实验与理论推导相吻合。实验与理论都表明,RLS性能好于LMS，而LMS计算量明显小于RLS。-This paper discusses two algorithms (LMS and RLS) to achieve blind multiuser detection CDMA system simulation. Conclusion is verified in the Additive White Gaussian noise channel, the synchronous DS-CDMA system receiver applications both blind multiuser detection algorithm to suppress Multiple Access Interference（MAI）and Inter Symbol Interference (ISI) the ability of simulation is consistent with the theoretical. Both experiment and theory show that, RLS’s Performance is better than LMS, and the LMS ‘s computation was significantly less than RLS.
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Size: 1024 |
Author: song |
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Description: 使用自适应滤波（LMS）算法，对受高斯白噪声干扰的正弦信号进行滤波。-Using the adaptive filter (LMS) algorithm, Gaussian white noise by sine signal filtering.
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Size: 1024 |
Author: li-ellin |
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Description: LMS自适应滤波器做系统辨识，输入为高斯白噪声，可运行，有注释-LMS adaptive filter to do system identification, input Gaussian white noise can be run by a comment
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Size: 1024 |
Author: lulu |
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Description: Leung-Malik (LM)滤波器组由48个滤波器组成-The LM set is a multi scale, multi orientation filter bank with 48 filters. It consists of first and second derivatives of Gaussians at 6 orientations and 3 scales making a total of 36 8 Laplacian of Gaussian (LOG) filters and 4 Gaussians. We consider two versions of the LM filter bank. In LM Small (LMS), the filters occur at basic scales . The first and second derivative filters occur at the first three scales with an elongation factor of 3 (i.e. and ). The Gaussians occur at the four basic scales while the 8 LOG filters occur at and . For LM Large (LML), the filt ers occur at the basic scales
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Size: 1024 |
Author: 彭欣荣 |
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Description: 使用Matlab实现LMS自适应滤波，实现的主要功能有：读入原始音频，加入高斯噪声后用LMS自适应滤波滤除，比较原始音频，加入噪声音频和滤波后音频的区别。-Matlab achieved using LMS adaptive filtering to achieve the main features are: read the original audio, adding Gaussian noise is filtered using LMS adaptive filtering, comparing the original audio, add audio and noise filtered audio difference.
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Size: 71680 |
Author: tuzki |
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Description: 高斯白噪声下的LMS算法，归一化LMS算法。附仿真结果报告、源代码、截图，内容详尽，希望对您有所帮助-Gaussian white noise of the LMS algorithm, the normalized LMS algorithm. With the simulation results are reported, the source code, screenshots, and detailed, I hope for your help
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Size: 223232 |
Author: 范泛 |
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Description: 在高斯白噪声环境下，实现信道的自适应均衡，信道的参数可以自行设置，观察不同的信道情况对均衡效果的影响。文件附报告、源程序、仿真截图，内容详尽！-In the Gaussian white noise environment, to achieve adaptive channel equalization, channel parameters can be set up their own, different channel conditions observed on the equilibrium effect. File attached report, source code, simulation screenshots, detailed!
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Size: 189440 |
Author: 范泛 |
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Description: 利用LSM算法设计一个自适应滤波器，q阶FIR滤波器。先模拟生成信号，然后加高斯白噪声，再对其进行滤波处理。-Use LSM algorithm design an adaptive filter, q-order FIR filter. Generating the first analog signal, and then adding white Gaussian noise, then it is filtered.
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Size: 37968896 |
Author: 周思洁 |
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