简化频域Volterra级数的S模式信号接收系统特性

宫峰勋; 李建坤

doi:10.11959/j.issn.1000-0801.2022153

您当前的位置：

首页 >

文章列表页 >

简化频域Volterra级数的S模式信号接收系统特性

研究与开发 | 更新时间：2024-06-05

- 简化频域Volterra级数的S模式信号接收系统特性
- Characteristics of simplified frequency-domain Volterra series based S-mode receiver
- 电信科学 2022年38卷第6期页码：100-110
- 作者机构：
- 作者简介：
  
  [ "宫峰勋（1965- ），男，中国民航大学教授、硕士生导师，主要研究方向为电磁辐射与电磁兼容、民航通信导航监视及多源数据融合等" ]
  [ "李建坤（1996- ），男，中国民航大学硕士生，主要研究方向为电磁辐射与电磁兼容" ]
- 基金信息：
  
  科技部重点研发计划项目;The Key Research and Development Program of the Ministry of Science and Technology(2018YFC0809500)
- DOI：10.11959/j.issn.1000-0801.2022153
  中图分类号： TN851
- 网络出版日期：2022-06，
  
  纸质出版日期：2022-06-20
- 稿件说明：
移动端阅览
宫峰勋, 李建坤. 简化频域Volterra级数的S模式信号接收系统特性[J]. 电信科学, 2022,38(6):100-110.

Fengxun GONG, Jiankun LI. Characteristics of simplified frequency-domain Volterra series based S-mode receiver[J]. Telecommunications science, 2022, 38(6): 100-110.
宫峰勋, 李建坤. 简化频域Volterra级数的S模式信号接收系统特性[J]. 电信科学, 2022,38(6):100-110. DOI： 10.11959/j.issn.1000-0801.2022153.

Fengxun GONG, Jiankun LI. Characteristics of simplified frequency-domain Volterra series based S-mode receiver[J]. Telecommunications science, 2022, 38(6): 100-110. DOI： 10.11959/j.issn.1000-0801.2022153.

摘要

采用简化频域Volterra级数研究分析输入信号为S模式应答脉冲的多点定位（multilateration，MLAT）系统的非线性特性。首先以典型超外差接收系统为例，探索建立多点定位系统的简化频域Volterra级数模型和误差率模型；其次，研究建立基于核函数的S模式应答脉冲信号模型；最后分析输入基于核函数的S模式信号时，简化频域Volterra级数的S模式信号接收系统模型误差率。仿真结果表明，当输入基于核函数的S模式信号时，信噪比为15 dB的简化频域Volterra级数的接收系统模型误差率最小在23.23%以下；输入信噪比为16.25 dB的实际S模式测试信号时，该模型误差率最小在22%以下，小于误差率阈值。说明简化频域Volterra级数的接收系统模型可以准确地描述 S 模式信号接收系统的输出特性，为多点定位系统前导脉冲到达时间戳的识别奠定理论基础。

Abstract

The nonlinear characteristics of multilateration(MLAT) system were analyzed by simplified frequency-domain Volterra series when the S-mode signal response pulse was input.Firstly

take the typical super heterodyne receiver system for example

the model based on simplified frequency-domain Volterra series and error rate model of MLAT system were explored and created.Secondly

the S-mode response pulse signal model based on kernel function was researched and established.Finally

the model error rate of S-mode signal receiver system based on simplified frequency-domain Volterra series was analyzed when the S-mode signal based on kernel function was input.The results show that the minimum error rate of the receiver system based on 15 dB SNR simplified frequency-domain Volterra series is less than 23.23% when the S-mode signal based on kernel function is input.When the actual S-mode test signal with 16.25 dB SNR is input

the minimum error rate of the model is less than 22%

which is less than the error rate threshold.It shows that the receiver system model based on simplified frequency-domain Volterra series can accurately describe the characteristics of S-mode signal receiver system

which provides the theoretical foundation for the identification of preamble arrival timestamp in MLAT system.

关键词

Keywords

references

ANDREI A , VINCENZO R , VALERY V , et al . Trajectory phase-plane method - based analysis of stability and performance of a fuzzy logic controller for an anti-Lock braking system [C ] // Proceedings of 2019 IEEE International Conference on Mechatronics (ICM),Piscataway:IEEE Press . 2019 : 602 - 607 .

何群 , 邵丹丹 , 王煜文 , 等 . 基于多特征卷积神经网路的运动想象脑电信号分析及意图识别 [J ] . 仪器仪表学报 , 2020 , 41 ( 1 ): 138 - 146 .

HE Q , SHAO D D , WANG Y W , et al . Analysis and intention recognition of motor imagery EEG signals based on mul-ti-feature convolutional neural network [J ] . Chinese Journal of Scientific Instrument , 2020 , 41 ( 1 ): 138 - 146 .

陈森林 , 高正红 . 基于多小波展开的 Volterra 级数非线性系统建模方法 [J ] . 西北工业大学学报 , 2017 , 35 ( 3 ): 428 - 434 .

CHEN S L , GAO Z H . Nonlinear system modeling using mul-tiwavelet expansion based volterra series [J ] . Journal of North-western Polytechnical University , 2017 , 35 ( 3 ): 428 - 434 .

WEN W T , YE P , SONG J P , et al . A behavioral dynamic nonlinear model for time-interleaved ADC based on Volterra series [J ] . IEEE Access , 2019 ( 7 ): 41860 - 41873 .

邱棚 , 姚旭日 , 李鸣谦 , 等 . Volterra 级数模型的非线性压缩测量辨识算法 [J ] . 国防科技大学学报 , 2020 , 42 ( 1 ): 125 - 132 .

QIU P , YAO X R , LI M Q , et al . Nonlinear compressed mea-surement identification based on Volterra series [J ] . Journal of National University of Defense Technology , 2020 , 42 ( 1 ): 125 - 132 .

AYDIN O , . IMD analysis of the output section of an RF power amplifier using Volterra series [C ] // Proceedings of the 2020 International Conference on Electrical,Communication,and Computer Engineering (ICECCE) . Piscataway:IEEE Press , 2020 : 1 - 5 .

FAIFER M , LAURANO C , OTTOBONI R , et al . Definition of simplified frequency-domain Volterra models with quasi-sinusoidalinput [J ] . IEEE Transactions on Circuits and Systems , 2018 , 65 ( 5 ): 1652 - 1663 .

ALIZADAH M , AMIN S , RONNOW D . Measurement and analysis of frequency-domain Volterra kernels of nonlinear dynamic 3*3 MIMO systems [J ] . IEEE Transactions on Instrumentation and Measurement , 2017 , 66 ( 7 ): 1893 - 1905 .

武钰龙 . 基于伏特拉级数的功放线性化技术研究 [D ] . 成都:电子科技大学 , 2020 .

WU Y L . Research on linearization technology of power am-plifier based on Volterra series [D ] . Chengdu:University of Electronic Science and Technology of China , 2020 .

李敏玥 . 基于多项式的接收机非线性行为建模方法研究 [D ] . 西安:西安电子科技大学 , 2020 .

LI M Y . Research on receiver nonlinear behavioral modeling method based on polynomial [D ] . Xi'an:Xidian University , 2020 .

WARD E , MULGREW B . Baseband equivalent Volterra series for modelling cross-channel nonlinear distortion [C ] // Proceedings of 2019 IEEE Radar Conference (RadarConf) . Piscataway:IEEE Press , 2019 : 1 - 4 .

刘国华 . 基于神经网络的接收机非线性行为建模 [D ] . 西安:西安电子科技大学 , 2021 .

LIU G H . Nonlinear behavior modeling of receiver with neural network [D ] . Xi'an:Xidian University , 2021 .

李攀攀 , 谢正霞 , 乐光学 , 等 . 基于深度学习的无线通信接收方法研究进展与趋势 [J ] . 电信科学 , 2022 , 38 ( 2 ): 1 - 17 .

LI P P , XIE Z X , LE G X , et al . Research progress and trends of deep learning based wireless communication receiving me-thod [J ] . Telecommunications Science , 2022 , 38 ( 2 ): 1 - 17 .

赵宏泽 , 魏光辉 , 杜雪 , 等 . 卫星导航接收机三阶互调阻塞效应分析 [J ] . 系统工程与电子技术 , 2022 , 44 ( 4 ): 1336 - 1342 .

ZHAO H Z , WEI G H , DU X , et al . Analysis of third-order in-termediation blocking effect of satellite navigation receiver [J ] . Journal of Systems Engineering and Electronics , 2022 , 44 ( 4 ): 1336 - 1342 .

FAIFER M , OTTOBONI R , PRIOLI M , et al . Simplified modeling and identification of nonlinear systems under quasi-sinusoidal conditions [J ] . IEEE Transactions on Instrumentation and Measurement , 2016 , 65 ( 6 ): 1508 - 1515 .

宫峰勋 , 曹雅茹 . S模式前导脉冲过零点提取与TOA时间戳精确度研究 [J ] . 南京航空航天大学学报 , 2020 , 52 ( 5 ): 701 - 707 .

GONG F X , CAO Y R . Zero-Crossing extraction of S-mode preamble plus and TOA timestamp accuracy [J ] . Journal of Nanjing University of Aeronautics , 2020 , 52 ( 5 ): 701 - 707 .

浏览量

111

下载量

CSCD

文章被引用时，请邮件提醒。

提交

工具集

关联资源

相关向量机软件可靠性建模中失效数据选择