基于相位差法和FRFT的Chirp信号参数估计算法
TN911.23; 针对分数阶傅里叶变换(FRFT)对啁啾(Chirp)信号进行盲检测时存在运算量大的问题,文章提出一种针对Chirp信号参数估计的盲检测方法.首先利用改变窗长相位差法对Chirp信号进行粗估计,并利用最小二乘法进行拟合得到Chirp信号调频斜率粗估计值,然后通过FRFT对Chirp信号进行精细估计,并利用二分法对FRFT的阶次进行搜索,进一步降低算法的运算量.仿真结果表明,利用改变窗长相位差法和FRFT联合检测Chirp信号的方法,在低信噪比下具有较高精度的估计值,且其归一化均方误差接近克拉美罗下界,并且与FRFT穷举检测相比,极大地减少了运算量,具有很好的工程应用意义....
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| Published in | Guangtongxin Yanjiu no. 3; pp. 73 - 78 |
|---|---|
| Main Authors | , , , |
| Format | Journal Article |
| Language | Chinese |
| Published |
重庆邮电大学 通信与信息工程学院,重庆,400065
2020
《光通信研究》编辑部 |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1005-8788 |
| DOI | 10.13756/j.gtxyj.2020.03.015 |
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| Abstract | TN911.23; 针对分数阶傅里叶变换(FRFT)对啁啾(Chirp)信号进行盲检测时存在运算量大的问题,文章提出一种针对Chirp信号参数估计的盲检测方法.首先利用改变窗长相位差法对Chirp信号进行粗估计,并利用最小二乘法进行拟合得到Chirp信号调频斜率粗估计值,然后通过FRFT对Chirp信号进行精细估计,并利用二分法对FRFT的阶次进行搜索,进一步降低算法的运算量.仿真结果表明,利用改变窗长相位差法和FRFT联合检测Chirp信号的方法,在低信噪比下具有较高精度的估计值,且其归一化均方误差接近克拉美罗下界,并且与FRFT穷举检测相比,极大地减少了运算量,具有很好的工程应用意义. |
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| AbstractList | TN911.23; 针对分数阶傅里叶变换(FRFT)对啁啾(Chirp)信号进行盲检测时存在运算量大的问题,文章提出一种针对Chirp信号参数估计的盲检测方法.首先利用改变窗长相位差法对Chirp信号进行粗估计,并利用最小二乘法进行拟合得到Chirp信号调频斜率粗估计值,然后通过FRFT对Chirp信号进行精细估计,并利用二分法对FRFT的阶次进行搜索,进一步降低算法的运算量.仿真结果表明,利用改变窗长相位差法和FRFT联合检测Chirp信号的方法,在低信噪比下具有较高精度的估计值,且其归一化均方误差接近克拉美罗下界,并且与FRFT穷举检测相比,极大地减少了运算量,具有很好的工程应用意义. 针对分数阶傅里叶变换(FRFT)对啁啾(Chirp)信号进行盲检测时存在运算量大的问题,文章提出一种针对Chirp信号参数估计的盲检测方法。首先利用改变窗长相位差法对Chirp信号进行粗估计,并利用最小二乘法进行拟合得到Chirp信号调频斜率粗估计值,然后通过FRFT对Chirp信号进行精细估计,并利用二分法对FRFT的阶次进行搜索,进一步降低算法的运算量。仿真结果表明,利用改变窗长相位差法和FRFT联合检测Chirp信号的方法,在低信噪比下具有较高精度的估计值,且其归一化均方误差接近克拉美罗下界,并且与FRFT穷举检测相比,极大地减少了运算量,具有很好的工程应用意义。 |
| Author | 周文峰 廖烨 刘国峰 李康 |
| AuthorAffiliation | 重庆邮电大学 通信与信息工程学院,重庆,400065 |
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| DocumentTitle_FL | Chirp Signal Parameter Estimation Using Phase Difference Method and Fractional Fourier Transforms |
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| Snippet | TN911.23; 针对分数阶傅里叶变换(FRFT)对啁啾(Chirp)信号进行盲检测时存在运算量大的问题,文章提出一种针对Chirp信号参数估计的盲检测方法.首先利用改变窗长相位差法... 针对分数阶傅里叶变换(FRFT)对啁啾(Chirp)信号进行盲检测时存在运算量大的问题,文章提出一种针对Chirp信号参数估计的盲检测方法。首先利用改变窗长相位差法对Chirp信号... |
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| SubjectTerms | 分数阶傅里叶变换;啁啾;改变窗长相位差法;最小二乘法;二分法 |
| Title | 基于相位差法和FRFT的Chirp信号参数估计算法 |
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