基于PARAFAC模型的新型DS-CDMA盲接收机
根据平行因子(PARAFAC)模型,研究DS-CDMA盲多用户检测算法。将直接三线性分解算法(DTLD)与三线性交替最小二乘(TALS)算法结合,提出一种新的DTALS-PARAFAC盲接收机,解决了三线性交替最小二乘(TALS)算法中因为初始值估计不当引起的收敛速度差的问题。仿真结果表明,与TAL...
根据平行因子(PARAFAC)模型,研究DS-CDMA盲多用户检测算法。将直接三线性分解算法(DTLD)与三线性交替最小二乘(TALS)算法结合,提出一种新的DTALS-PARAFAC盲接收机,解决了三线性交替最小二乘(TALS)算法中因为初始值估计不当引起的收敛速度差的问题。仿真结果表明,与TAL...
多维数据分析,有nPLS,PARAFAC,TURKER等...
The function conload takes a dataset and a model (PCA, PLS, PARAFAC etc.) and calculates congruence loadings which is the extension of correlation loa...
Tucker, PARAFAC, GRAM, RAFA and misc. 2nd order models with a test data set (old version now covered by the N-way Toolbox)...
PARAFAC Based Blind Estimation Of Possibly Under-determined Convolutive MIMO Systems...