| 引用本文: | 陈飞强,聂俊伟,倪少杰,等.应用于卫星导航功率倒置阵的改进最小均方算法.[J].国防科技大学学报,2017,39(3):47-51.[点击复制] |
| CHEN Feiqiang,NIE Junwei,NI Shaojie,et al.Improved least mean square algorithm for power-inversion global navigation satellite system antenna array[J].Journal of National University of Defense Technology,2017,39(3):47-51[点击复制] |
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| 应用于卫星导航功率倒置阵的改进最小均方算法 |
| 陈飞强, 聂俊伟, 倪少杰, 王飞雪 |
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(国防科技大学 电子科学与工程学院， 湖南 长沙 410073)
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| 摘要: |
| 采用功率倒置准则的自适应天线阵特别适合于弱信号、强干扰的场合，因而在卫星导航系统中得到了广泛的应用。针对基于最小均方算法实现的卫星导航功率倒置阵在干扰数目或干扰功率突然减少时，算法收敛慢、影响信号接收性能的问题，分析了这一现象的产生机理，并提出了相应的改进算法。改进算法通过功率监测来检测干扰数目或干扰功率的突变，然后对最小均方算法进行复位处理重置权值来达到迅速收敛的目的。仿真结果表明：与原算法相比，改进算法可显著提高功率倒置阵的收敛速度。 |
| 关键词: 卫星导航 功率倒置 天线阵 抗干扰 最小均方 |
| DOI：10.11887/j.cn.201703008 |
| 投稿日期：2015-12-30 |
| 基金项目:国家自然科学基金资助项目（61371158，61071140） |
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| Improved least mean square algorithm for power-inversion global navigation satellite system antenna array |
| CHEN Feiqiang, NIE Junwei, NI Shaojie, WANG Feixue |
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(College of Electronic Science and Engineering, National University of Defense Technology, Changsha 410073, China)
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| Abstract: |
| The power-inversion adaptive array is very suitable for situations where the desired signals are very weak while the interfering signals are much stronger, thus, it is widely used in the global navigation satellite system. For least mean square based on power-inversion adaptive array which is used in global navigation satellite system receivers, the convergence rate was very slow when sudden change in interference number or interference power occurs. The performance of receiving the satellite signals would be degraded. The cause of this phenomenon was analyzed. Then, an improved least mean square algorithm was proposed to solve this problem. The key novelty of the proposed method was that it monitors the power of the reference antenna output to detect any sudden change in interference number or interference power. Once the interference number or interference power decreases suddenly, the weight vector would be initialized again to improve the rate of convergence. Simulation results show that the improved method outperforms the original algorithm in rate of convergence. |
| Keywords: satellite navigation power-inversion antenna array anti-jamming least mean square |
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