Use of the Newton Method for Blind Adaptive Equalization Based on the Constant Modulus Algorithm

Kreutz-Delgado K.; Isukapalli Y.

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Use of the Newton Method for Blind Adaptive Equalization Based on the Constant Modulus Algorithm

机译：牛顿法在基于恒模算法的盲自适应均衡中的应用

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We study the applicability of the second-order Newton gradient descent method for blind equalization of complex signals based on the Constant Modulus algorithm (CMA). The Constant Modulus (CM) loss function is real with complex valued arguments, an

机译：我们研究了基于常数模算法（CMA）的二阶牛顿梯度下降法在复杂信号盲均衡中的适用性。常数模（CM）损失函数是带复数值实参的实数，

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《IEEE Transactions on Signal Processing》 |2008年第8期|p.3983-3995|共13页
作者
Kreutz-Delgado K.; Isukapalli Y.;
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正文语种 eng
中图分类通信理论;计量学;
关键词
Wirtinger calculus; Analytic functions; Constant modulus algorithm; Wirtinger calculus; analytic functions; blind equalization; complex Hessian; complex Newton method; constant modulus algorithm (CMA); regularization;

机译：Wirtinger演算;解析函数;恒定模算法;Wirtinger演算;解析函数;盲均衡;复Hessian;复Newton方法;恒模算法（CMA）;正则化;

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3. Normalized sliding window constant modulus and decision-directed algorithms: a link between blind equalization and classical adaptive filtering [J] . Papadias C.B., Slock D.T.M. IEEE Transactions on Signal Processing . 1997,第1期

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5. Stochastic Newtons-like multi modulus blind equalization algorithm [D] . Paracha, Kashif Nisar 2008

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7. Blind Adaptive Equalization of Complex Signals based on the Constant Modulus Algorithm [O] . D. R. Srinivas, K. E. Sreenivasa Murthy 2011

机译：基于恒模算法的复杂信号盲自适应均衡

Use of the Newton Method for Blind Adaptive Equalization Based on the Constant Modulus Algorithm

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