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The decoding of Low Density Parity Check (LDPC) codes through the iterative process of belief propagation presents practical challenges for designers looking for real time performance in communication systems. Due to the geometric and finite pattern
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Belief Propagation (BP) algorithm
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非参数信念传播的WSN目标跟踪方法.Nonparametric belief propagation on WSN target tracking method-Nonparametric belief propagation on WSN target tracking method
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Implementing the Belief Propagation
Algorithm in MATLAB
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belief propagation implementation
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这是一个贝叶斯独立分量分析(ICA)算法的线性瞬时混合高斯噪声模型和添加剂。解决问题的是ML-II推论,即资源的整合在发现源后和噪声协方差矩阵和混合了最大化的边际似然。充分统计量的估计平均场或变分理论和线性响应修正或通过自适应平均场理论水龙头。平均场方程,解决了信仰传播法的或连续的迭代。-This is a bayesian independent component analysis (ICA) algorithm of instantaneous linear mixed gaussian
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基于置信传播算法和Viterbi检测的ISI信道估计，比较两种算法的性能-ISI channel is estimated based on the belief propagation algorithm and Viterbi detection, compare the performance of the algorithm
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基于置信传播算法的信道均衡器性能研究仿真-belief propagation
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图像修复,利用块稀疏的方式实现图像的修复，根据图像丢失区域附近的稀疏程度来描述响应点的优先级决定修复顺序-Image Inpainting
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很全置信度传播算法，对坐message passing的人很有用-Belief propagation algorithm
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Matlab code of Image Completion Using Efficient Belief Propagation Via Priority Scheduling and Dynamic Pruning
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A tutorials on Factor Graphs
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A tutorial on belief propagation
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用多尺度卡尔曼滤波法，对信号参数进行识别估计。高频信号和低频信号识别结合起来改进了算法识别的精确度和准确度。-It is an implementation of hierarchical (a.k.a. multi-scale) Kalman filter using belief propagation. The model parameters are estimated by expectation maximization (EM) algorithm. In this impleme
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用 LDPC 解码法，对原始信号通道的噪声进行评估，消去。具体原理可参照IEEE TCOM的论文。-Channel Noise Estimation or correlation estimation for distributed source coding Using Particle based Belief Propagation for LDPC decoding in AWGN and BSC models.
This code is partially based on our
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GaBp 利用BP 解线性方程组的一种方法-using belief propagation to solve the linear equation
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The code provides a noisy belief propagation density evolution algorithm for a (3, 6) LDPC code.
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立体匹配中置信传播(BP算法)的经典程序-Stereo matching classic belief propagation (BP algorithm) program
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基于置信传播的立体匹配算法，匹配精度较高-Stereo matching algorithm based on belief propagation, high matching accuracy
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运用置信传播的图像立体匹配获取图像的视差图，是一种全局算法-Use of the belief propagation image stereo matching
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