首页> 外文会议>2010 International Conference on Computer Application and System Modeling >Study on DOA estimation algorithm for smart antenna of uniform circular
【24h】

Study on DOA estimation algorithm for smart antenna of uniform circular

机译:均匀圆形智能天线的DOA估计算法研究

获取原文

摘要

Aiming at overcoming the shortages of uniform circular smart antenna in TD-SCDMA system in coherent multi-path environment, an improved uniform circular array for Direction of Arrival (DOA) based on genetic algorithm is proposed. The algorithm adapts spatial fore-processing technology to transform UCA to ULA, and makes the phase space of array manifold satisfy Vandermonde array. So we can adapt the forward/conjugate backward spatial smoothing technique and then use the global optimization of genetic algorithm for seeking spatial peak to obtain good performance of parameter estimation. The simulation results show that the improved algorithm in coherent multi-path environments can estimate the direction of moving target accurately. Compared with the improved UCA-ESPRIT algorithm, the estimation accuracy has improved greatly, and the BER of user data declines much faster.
机译:针对相干多径环境下TD-SCDMA系统中均匀圆形智能天线的不足,提出了一种基于遗传算法的改进的均匀到达方向圆形阵列。该算法采用空间前处理技术将UCA转换为ULA,并使阵列流形的相空间满足Vandermonde阵列。因此,我们可以采用前向/共轭后向空间平滑技术,然后使用遗传算法的全局优化来寻找空间峰值,以获得良好的参数估计性能。仿真结果表明,改进的算法在相干多径环境下可以准确估计运动目标的方向。与改进的UCA-ESPRIT算法相比,估计精度大大提高,用户数据的BER下降速度更快。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号