The margin maximization problem in digital subscriber line（DSL） systems is investigated.The particle swarm optimization（PSO） theory is applied to the nonconvex margin optimization problem with the target power and...The margin maximization problem in digital subscriber line（DSL） systems is investigated.The particle swarm optimization（PSO） theory is applied to the nonconvex margin optimization problem with the target power and rate constraints.PSO is a new evolution algorithm based on the social behavior of swarms, which can solve discontinuous, nonconvex and nonlinear problems efficiently.The proposed algorithm can converge to the global optimal solution, and numerical example demonstrates that the proposed algorithm can guarantee the fast convergence within a few iterations.展开更多
下一代数字用户线(NG-DSL,Next Generation Digital Subscriber Line)技术将是未来最重要的高速有线接入技术.NG-DSL技术使用高载波数与高正交振幅的OFDM调制方式,这对信号同步提出了更高的要求.本文提出了一种快速迭代的采样频率同步算...下一代数字用户线(NG-DSL,Next Generation Digital Subscriber Line)技术将是未来最重要的高速有线接入技术.NG-DSL技术使用高载波数与高正交振幅的OFDM调制方式,这对信号同步提出了更高的要求.本文提出了一种快速迭代的采样频率同步算法:基于迭代的采样频率快速同步算法.该算法通过迭代的方法,利用较少的符号快速将估计值收敛到真实值,并且对传统的采样频偏估计公式进行修正,减少算法复杂度.最后对本算法进行综合性能比较.仿真分析结果表明,新算法具有精度高、复杂度低和估计速度快的优点,能够较好地运用于实际的NG-DSL系统中.展开更多
基金supported by the National Natural Science Foundation of China for Distinguished Young Scholars (60525303)the National Natural Science Foundation of China (60904048+2 种基金 60404022 60604012)the Natural Science Foundation of Hebei province (F2005000390)
文摘The margin maximization problem in digital subscriber line（DSL） systems is investigated.The particle swarm optimization（PSO） theory is applied to the nonconvex margin optimization problem with the target power and rate constraints.PSO is a new evolution algorithm based on the social behavior of swarms, which can solve discontinuous, nonconvex and nonlinear problems efficiently.The proposed algorithm can converge to the global optimal solution, and numerical example demonstrates that the proposed algorithm can guarantee the fast convergence within a few iterations.
文摘下一代数字用户线(NG-DSL,Next Generation Digital Subscriber Line)技术将是未来最重要的高速有线接入技术.NG-DSL技术使用高载波数与高正交振幅的OFDM调制方式,这对信号同步提出了更高的要求.本文提出了一种快速迭代的采样频率同步算法:基于迭代的采样频率快速同步算法.该算法通过迭代的方法,利用较少的符号快速将估计值收敛到真实值,并且对传统的采样频偏估计公式进行修正,减少算法复杂度.最后对本算法进行综合性能比较.仿真分析结果表明,新算法具有精度高、复杂度低和估计速度快的优点,能够较好地运用于实际的NG-DSL系统中.
