发明授权
US08139656B2 Method and system for linear processing of an input using Gaussian belief propagation
有权
使用高斯置信传播对输入进行线性处理的方法和系统
- 专利标题: Method and system for linear processing of an input using Gaussian belief propagation
- 专利标题(中): 使用高斯置信传播对输入进行线性处理的方法和系统
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申请号: US12238197申请日: 2008-09-25
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公开(公告)号: US08139656B2公开(公告)日: 2012-03-20
- 发明人: Ori Shental , Danny Dolev , Danny Bickson
- 申请人: Ori Shental , Danny Dolev , Danny Bickson
- 申请人地址: US CA Oakland
- 专利权人: The Regents of the University of California
- 当前专利权人: The Regents of the University of California
- 当前专利权人地址: US CA Oakland
- 代理机构: Greer, Burns & Crain Ltd.
- 主分类号: H04L27/00
- IPC分类号: H04L27/00
摘要:
Methods and systems for processing an input. An input vector y is received that represents a noisy observation of Ax, where A is a data matrix and x is a data vector of unknown variables. Data vector x is recovered from the received input vector y via an iterative method. The recovering comprises determining an inference of a vector of marginal means over a graph G, where the graph G is of a joint Gaussian probability density function p(x) associated with noise in the received input vector y.
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