基于自适应投影子梯度法的衰落信道集论DS/CDMA接收机

R. Cavalcante, M. Yukawa, I. Yamada
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引用次数: 12

摘要

提出了一种基于自适应投影子梯度法的多址干扰抑制接收机。该方案可统一应用于多种不同的信道模型和调制方式。此外,它适用于盲人和非盲人接收器。自适应投影子梯度法通过渐近极小化非负凸函数序列,实现了对包含高概率最优解集的极优收敛。与现有技术相比,仿真结果显示稳态下速度和性能之间更好的(可变)权衡
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Set-theoretic DS/CDMA receivers for fading channels by adaptive projected subgradient method
This paper presents a family of multiple access interference (MAI) suppression receivers based on the adaptive projected subgradient method. The proposed scheme can be applied to many different channel models and modulations in a unified manner. Moreover, it is suitable for both blind and nonblind receivers. The adaptive projected subgradient method realizes excellent convergence to a set including an optimal solution with high probability by asymptotically minimizing a sequence of nonnegative convex functions. Simulation results show much better (variable) tradeoff between speed and performance at steady-state as compared to existing techniques
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