卫星时分多址信号高精度快速时频差联合估计方法High-accuracy and Fast TDOA/FDOA Estimation Method for Satellite TDMA Signals
陈潇扬,邱乐德,李帅,李明,辛宁
摘要(Abstract):
针对传统时频差估计方法对时分多址(TDMA)信号进行参数估计时会出现不同用户相互影响、估计精度差,以及计算复杂度高不利于系统实时信号处理等问题,文章提出一种高精度快速时频差联合估计方法。首先,基于循环平稳特征对主站接收数据进行信号检测;然后,基于小波阈值去噪和短时电平和进行TDMA信号时隙分离;在此基础上,基于不同调制信号特征参数设计多级分类器,对每个分离的信号时隙进行调制样式判别,进而分选不同用户对应的信号时隙;接着,利用主站分选的各个用户信号分别与辅站信号进行时频差粗值估计;根据粗时频差估计值减小细化时差搜索范围,以获取精细时频差估计值;最后,利用二阶曲面拟合方法进一步提升参数估计精度。仿真结果表明:文章所提方法能够有效实现TDMA信号高精度快速时频差联合估计,可为后续卫星频谱感知体系的建设提供理论支撑。
关键词(KeyWords): 卫星时分多址信号;互模糊函数;时频差估计
基金项目(Foundation): 国家重点研发计划项目(2020YFB1807900)
作者(Author): 陈潇扬,邱乐德,李帅,李明,辛宁
参考文献(References):
- [1] 沈如松,张育林.海洋监视卫星无源被动定位精度分析[J].中国空间科学技术,2005,25(3):35-39 Shen Rusong,Zhang Yulin.Analysis of passive location precision using ocean surveillance satellite [J].Chinese Space Science and Technology,2005,25(3):35-39 (in Chinese)
- [2] 王勤果,龙宁.双星时差频差无源定位系统定位算法工程指标分析[J].电讯技术,2011,51(7):34-37 Wang Qinguo,Long Ning.Engineering index analysis of localization algorithm for dual-satellite passive geolocation using TDOA and FDOA [J].Telecommunication Engineering,2011,51(7):34-37 (in Chinese)
- [3] Stein S.Algorithms for ambiguity function processing [J].IEEE Transactions on Acoustics,Speech and Signal Processing,1981,29(3):588-599
- [4] Shin D C,Nikias C L.Complex ambiguity functions using nonstationary higher order cumulant estimates [J].IEEE Transactions on Signal Processing,1995,43(11):2649-2664
- [5] Ohm D R.Kinematic and cyclostationary parameter estimation for co-channel emitter location applications [D].Monterey:Oregon State University,2007
- [6] 林肖辉,柏如龙.长时间相干累积算法研究[J].无线电工程,2015,45(4):74-76 Lin Xiaohui,Bai Rulong.Research on long-time coherent integrator algorithm [J].Radio Communications Techno logy,2015,45(4):74-76 (in Chinese)
- [7] Nilchi A R N,Mathews V J.An efficient algorithm for joint estimation of differential time delays and frequency offset [C]//Proceedings of 1992 IEEE International Con ference on Acoustics,Speech and Signal Processing.New York:IEEE,1992:309-312
- [8] 严航,叶尚福,朱珍珍.基于解调分选的时分多址信号时/频差参数联合估计方法[J].宇航学报,2013,34(4):531-538 Yan Hang,Ye Shangfu,Zhu Zhenzhen.Algorithm for joint estimation of DTO and DFO for TDMA signals based on signal demodulation and sorting [J].Journal of Astronautics,2013,34(4):531-538 (in Chinese)
- [9] 季涛.TDMA信号的自动检测与时延估计研究[D].大连:大连理工大学,2014 Ji Tao.Study on automatic detection and time delay estimation of TDMA signals [D].Dalian:Dalian University of Technology,2014 (in Chinese)
- [10] 杨杰,刘珩,卜祥元,等.通信信号调制识别:原理与算法[M].北京:人民邮电出版社,2014:50-58 Yang Jie,Liu Heng,Bu Xiangyuan,et al.Modulation recognition for communication signals:principles and algorithm [M].Beijing:Posts & Telecom Press,2014:50-58 (in Chinese)
- [11] Azzouz E E,Nandi A K.通信信号调制的自动识别[M].俞仁涛,李武皋,译.北京:机械工业出版社,1998 Azzouz E E,Nandi A K.Automatic modulation re cognition of communication signals [M].Yu Rentao,Li Wugao,translated.Beijing:China Machine Press,1998 (in Chinese)
- [12] Tao R,Zhang W Q,Chen E Q.Two-stage method for joint time delay and Doppler shift estimation [J].IET Radar Sonar and Navigation,2008,2(1):71-77