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HOS AND GA BASED INTERFERENCE REJECTION IN DIRECT SEQUENCE SPREAD SPECTRUM COMMUNICATION SYSTEMS

机译:直接序列扩频通信系统中基于HOS和GA的干扰抑制

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摘要

A new Higher Order Statistics (HOS) and Genetic Algorithm (GA)-hased interference rejection filter is introduced. Compared with the adaptive filters based on second-order statistics and gradient algorithm, the HOS and GA-based filter can reject the interference more efficiently, is independent of uncorrelated Gaussian noise, tends to converge to the optimum solution and is much less sensitive to the choice of the step size parameter. Computer simulations show that the method can reject narrowband interference efficiently.
机译:引入了一种新的具有高阶统计量(HOS)和遗传算法(GA)的抗干扰滤波器。与基于二阶统计量和梯度算法的自适应滤波器相比,基于HOS和GA的滤波器可以更有效地抑制干扰,独立于不相关的高斯噪声,趋于收敛到最优解,并且对噪声的敏感度低得多。选择步长参数。计算机仿真表明,该方法可以有效地抑制窄带干扰。

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