zda2019 / radar_data_Kmeans
雷达信号分选任务是对雷达脉冲序列进行K-means聚类，以判定每个脉冲的所属雷达 1、对 2GHz 以内的信号进行多项滤波，以确定信号的中心频带 2、构建分选数据集，对场景中雷达脉冲序列信号进行仿真，并通过UDP传至开发处理 3、基于C++实现K-means算法并部署到ZYNQ开发板上 4、对K-means算法的进行改进，提出的APG优化算法在更少的迭代次数内收敛 该项目成功实现了雷达信号分选任务，并利用ZYNQ对该算法进行部署实现，准确率95%。
☆18Updated last year
Alternatives and similar repositories for radar_data_Kmeans:
Users that are interested in radar_data_Kmeans are comparing it to the libraries listed below
- UESTC-雷达信号产生与处理的设计与验证☆20Updated 5 years ago
- 基于深度流数据的雷达信号分选方法☆18Updated last year
- Signal Process&&Communicate System☆43Updated 3 years ago
- 用于对FMCW雷达的回波数据进行仿真模拟，从而得到去调频后的中频信号，可用于验证成像算法。☆15Updated last year
- 2D-CFAR☆61Updated 5 years ago
- 利用MATLAB GUI设计平台，设计多算法雷达一维恒虚警检测CFAR可视化界面，通过选择噪声类型、目标类型、算法类型，手动输入相关参数，可视化显示噪声波形与目标检测的回波-检测门限波形图。☆88Updated 3 years ago
- Matlab code and report for Radar signal processing☆26Updated 5 months ago
- 用python写的一些简单的雷达处理程序，包括CFAR，匹配滤波等，线性调频体制。☆18Updated 4 years ago
- ☆16Updated 5 years ago
- 雷达信号处理工具箱☆25Updated 5 years ago
- ☆25Updated 4 years ago
- Final Year thesis project 2014. Investigating Passive Radar detection methods and implementing a new algorithm, Range-Doppler transformat…☆28Updated 10 years ago
- ECE 2595 Radar Signal Processing Projects☆51Updated 6 years ago
- use matlab to simulate Radar detecting distance、speed，in the simulation range_FFT and doppler_FFT are used.☆34Updated 5 years ago
- Three methods to perform one order Keystone transform are provided in this repository. Furthermore, an entropy based velocity ambiguity n…☆18Updated 4 years ago
- 信号处理工具箱☆120Updated 3 weeks ago
- Implementations of some basic algorithms in radar data processing☆19Updated 2 years ago
- Some basic algorithm used in Radar data process, including pulse compression/CFAR/monopulse、Kalman filter and fusion、arrary antenna desig…☆163Updated 3 years ago
- 基于FMCW雷达的多天线定位系统。2018年英特尔杯嵌入式邀请赛作品。☆38Updated 6 years ago
- This is a RF Radar Simulator. It generates FMCW radar data for close handwave chirp level signal data. Your can try develop your radar da…☆83Updated 2 years ago
- Radar Target Generation and Detection using 2D CA-CFAR☆36Updated 4 years ago
- 毫米波雷达信号处理☆15Updated last year
- AWR1642原始ADC数据处理☆50Updated 4 years ago
- 包含常见的模拟调制解调及数字调制解调的 MATLAB 代码☆23Updated last year
- FMCW Radar 77GHz - Range-Velocity and displacement simualtion - 2D FFT process to generate Range Doppler Maps - CFAR Processing to displa…☆88Updated 5 years ago
- The Design and Implementation of a Pulse Compression Filter on an FPGA.☆25Updated 3 years ago
- Introduction to MIMO-FMCW Radar with MATLAB Examples☆11Updated last year
- Configures the FMCW waveform based on the system requirements. Then defines the range and velocity of a target and simulates its displace…☆114Updated 4 months ago
- Radar Emitter Signal Simulation, Sorting and Recognition☆20Updated 5 years ago