Kernel LMS-Based Estimation Techniques for Radar Systems

Singh Uday Kumar; Mitra Rangeet; Bhatia Vimal; Mishra Amit Kumar

首页> 外文期刊>IEEE Transactions on Aerospace and Electronic Systems >Kernel LMS-Based Estimation Techniques for Radar Systems

【24h】

Kernel LMS-Based Estimation Techniques for Radar Systems

机译：基于核LMS的雷达系统估计技术

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

Relationship between the delay and Doppler shift with the radar return is nonlinear in nature. Therefore, a nonlinear estimator based on sparse kernel least mean square algorithm is proposed. Further, an adaptive kernel width optimization technique is proposed to lower the computational complexity and for simple implementation. An expression for the Cramer-Rao lower bound is derived and validated for the proposed estimator over linear frequency modulated, and orthogonal frequency division multiplexed radar systems.

机译：延迟和多普勒频移与雷达回波之间的关系本质上是非线性的。因此，提出了一种基于稀疏核最小均方算法的非线性估计器。此外，提出了一种自适应核宽度优化技术，以降低计算复杂度并简化实现。推导了Cramer-Rao下界的表达式，并针对线性调频和正交频分复用雷达系统上的拟议估算器进行了验证。

著录项

来源
《IEEE Transactions on Aerospace and Electronic Systems》 |2019年第5期|2501-2515|共15页
作者
Singh Uday Kumar; Mitra Rangeet; Bhatia Vimal; Mishra Amit Kumar;
展开▼
作者单位

Indian Inst Technol Indore Discipline Elect Engn Indore 453552 Madhya Pradesh India;

Indian Inst Informat Technol SriCity Chittoor 517646 India;

Univ Cape Town Dept Elect Engn ZA-7700 Cape Town South Africa;

展开▼
收录信息
原文格式 PDF
正文语种 eng
中图分类
关键词
OFDM; Radar cross-sections; Kernel; Estimation; Doppler radar; Delays; Delay; doppler shift; kernel least mean square (KLMS); orthogonal frequency division multiplexed (OFDM) radar; reproducing kernel Hilbert space (RKHS);

机译：OFDM;雷达横截面;核心;估计;多普勒雷达延误;延迟;多普勒频移内核最小均方（KLMS）;正交频分复用（OFDM）雷达;再现内核希尔伯特空间（RKHS）;

相似文献

外文文献
中文文献
专利

1. Superior LMS-based technique for white-light interferometric systems [J] . Romare D., Sabry Rizk M. IEEE Photonics Technology Letters . 1996,第1期

机译：基于LMS的高级技术，用于白光干涉测量系统
2. A shoreline-estimation system using remote radar sensing and image-processing techniques [J] . Juan Carlos Velez, Jhonathan Posada, Antonio Serrano, Dyna . 2017,第200期

机译：使用远程雷达传感和图像处理技术的海岸线估算系统
3. LMS-Based Algorithms with Multi-Band Decomposition of the Estimation Error Applied to System Identification [J] . Fernando Gil V. RESENDE Jr., Paulo S.R. DINIZ, Keiichi TOKUDA, IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences . 1997,第8期

机译：基于LMS的估计误差多频带分解算法在系统识别中的应用
4. Target Range Estimation in OFDM Radar System via Kernel Least Mean Square Technique [C] . U. K. Singh, R. Mitra, V. Bhatia, International Conference on Radar Systems . 2018

机译：通过内核最小均方技术OFDM雷达系统的目标范围估计
5. Kernel Density Estimation Techniques for Monte Carlo Reactor Analysis. [D] . Burke, Timothy P. 2016

机译：蒙特卡罗反应堆分析的核密度估计技术。
6. Survival analysis for the missing censoring indicator model using kernel density estimation techniques [O] . Sundarraman Subramanian -1

机译：使用核密度估计技术对缺失的检查指标模型进行生存分析
7. The Analysis of the Experimental Data from Radar Sensor of Multi-Position Surface Movement Radar Systems for Estimation of Radar Resolution [O] . A. N. Saveliev, A. N. Semenov, M. D. Kalnoy 2017

机译：多位置面运动雷达系统雷达传感器实验数据分析，以估计雷达分辨率
8. Salient Feature Identification and Analysis using Kernel-Based Classification Techniques for Synthetic Aperture Radar Automatic Target Recognition. [R] . M. S. Flynn 2014

机译：基于核的分类技术在合成孔径雷达自动目标识别中的突出特征识别与分析。

Kernel LMS-Based Estimation Techniques for Radar Systems

摘要

著录项

相似文献

相关主题

期刊订阅