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基于RPE算法的记忆多项式数字预失真研究 被引量:1

Research on Memory Polynomial Digital Predistorter Based on RPE Algorithm
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摘要 数字预失真(DPD)是一种能有效地补偿功率放大器(PA)非线性失真的技术。基于记忆多项式预失真的非直接学习结构(ILA),采用RPE(Recursive Prediction Error)算法构造了非线性PA的自适应预失真模型,推导了该算法在预失真系统中的递推公式,给出了计算机仿真结果,在相同参数下,通过与RLS算法在系统中的仿真结果进行比较,证明了该算法对消除PA非线性失真的有效性。 Digital Predistortion (DPD) is an effective technology to compensate nonlinear distortion of power amplifier (PA). The Recursive Prediction Error (RPE) algorithm is used to construct an adaptive predistortion model of nonlinear PA based on indirect learning architecture (ILA) of memory polynomial predistortion. , the recursion formulas using this algorithm in pre-distortion system are derived, the computer simulation results are given, the effectiveness to eliminate the nonlinear distortion of PA for this algorithm in pre-distortion system is proved by comparing with the simulation result of the RLS algorithm in condition of the same parameters.
出处 《电子器件》 CAS 2009年第3期616-619,共4页 Chinese Journal of Electron Devices
关键词 数字预失真 功率放大器 非直接学习结构 RPE算法 digital pre-distortion power amplifier indirect learning architecture RPE algorithm
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  • 1Hyunchul Ku,Stevenson Kenney.Behavioral Modeling of Nonlinear RF Power Amplifiers Considering Memory Effects[J].IEEE Transactionson Microwave TheoryandTechniques,51 (12),December,2003:2495-2503.
  • 2Ding L,Raich R.A Hammerstein Predistortion Linearization Design Based on the Indirect Learning Architecture[C]//IEEE International Conference on Acoustics.Speech and Signal Processing,Orlando,Florida,2002:2689-2692.
  • 3Morgan Dennis R,Ma Zhengxiang,Kim Jaehyeong.A Generalized Memory Polynomial Model for Digital Pre-distortion of RF Power Amplifiers[J].IEEE,Transactions on Signal Processing.October,2006,3852-3860.
  • 4韦红雨,田社平.基于RPE算法的正弦信号测量[J].中国计量学院学报,2005,16(1):21-23. 被引量:2
  • 5Eun Changsoo,Powers Edward J.A New Volterra Predistorter Based on the Indirect Learning Architecture[J].IEEE,Transactions on Signal Processing.January,1997,45(1):223-227.
  • 6Widrow Bernard,Steams Samuel D.自适应信号处理[M].机械工业出版社,January,2008.
  • 7Ljung L,Soderstrom T.Theory and Practice of Recursive Identification[M].Cambridge,MA:MIT press,1983.
  • 8Lei Ding,Zhou G Tong,Morgan Dennis R.Memory Polynomial Predistorter Based on the lndirect Learning Architecture[J].IEEE,February,2002:967-971.

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