一种新的干扰抑制频域自适应算法

A Novel Frequency-domain Adaptive Algorithm for Suppression of Jammer

  • 摘要: 权值泄露算法是一种非常适于直接序列扩频系统多窄带干扰抑制的频域自适应算法。针对权值泄露自适应算法对功率时变干扰鲁棒性差的问题,在深入研究算法步长因子 ,权值泄露因子 与干扰抑制因子 关系的基础上,通过理论推导,提出一种新的变步长频域抑制窄带干扰自适应算法,并分析了新算法对功率时变干扰的抑制性能及收敛情况。该算法根据干扰功率自适应地调整干扰抑制因子 ,提高了原算法对时变干扰的鲁棒性,在干扰功率变化情况下能有效地抑制干扰。计算机仿真的结果证明了算法的有效性。

     

    Abstract: The weight leakage algorithm is a kind of frequency adaptive algorithm that is suitable for multiple narrow band jammer suppression in direct sequence spread spectrum system. The aim of this paper is to the problem that the weight leakage algorithm did not work well when the power of jammer changed, in order to overcome the shortcoming of constant step size frequency-domain adaptive algorithm. Based on studying the relation between step factor , leak factor of weight leakage adaptive filtering, and the jammer suppression factor , a novel variable step size frequency-domain adaptive filtering arithmetic was proposed through theoretical derivation, the performance and convergence was analyzed in the case of timing variable jammer suppression for the GPS receiver . This arithmetic is superior to constant step arithmetic in environment that power of jammer changes. The computer simulation results confirm the theoretical analysis and show the algorithm performance is better than that of former algorithms.

     

/

返回文章
返回