• 2维FFT 计算目标距离和速度


    1 LFMCW信号

    2.回波模型与分析

     1 clc;
     2 clear all;
     3 close all;
     4 
     5 %%
     6 %Author :leon yangli0534@yahoo.com
     7 %
     8 %%
     9 %target
    10 target_dist = 123; %distance  should be less than 200
    11 target_speed = 99*1000/3600;% speed should be less than 230
    12 
    13 
    14 %%
    15 % radar parameter
    16 
    17 fc = 77e9;%center frequency
    18 c = 3e8;%light velocity in free space
    19 lambda = c/fc;% wave length
    20 
    21 range_max = 200;%maximum of detection distance
    22 tm = 5.5*2*range_max/c;%sweep time
    23 
    24 range_rs = 1;% range resolution
    25 bw = c/2/range_rs;%sweep bandwidth
    26 sweep_slope = bw/tm;% slope
    27 
    28 fr_max = sweep_slope*2*range_max/c;% beat frequency corresponding to the maximum range
    29 
    30 v_max = 230*1000/3600; %maximum speed is about 230 km/h
    31 fd_max = 2*v_max/lambda; % maximum doppler frequency
    32 
    33 
    34 
    35 fb_max = fr_max+fd_max ; %maximum beat frequency
    36 
    37 fs = 5*fb_max; %sampling frequency
    38 t = 0:1/fs:tm; % sampling time 
    39 
    40 %%
    41 
    42 Nsweep = 64; % pulses number
    43 xr =  (zeros(length(t),Nsweep));
    44 fft1 =  (zeros(length(t),Nsweep));
    45 fft2 =  (zeros(length(t),Nsweep));
    46 for m = 1:1:Nsweep
    47 xr(:,m) = exp(1i*2*pi*((2*target_dist/lambda+2*target_speed*(m-1)*tm/lambda)+...
    48     ((2*target_dist/c*sweep_slope+2*target_speed/lambda+2*target_speed/c*sweep_slope*(m-1)*tm)*t)+...
    49     2*target_speed/c*sweep_slope*t.^2));% echo signal
    50 fft1(:,m) =fft(xr(:,m),length(t)); % distance 
    51 end
    52 for n = 1:1:length(t)
    53     fft2(n,:) = abs(fft(fft1(n,:)));% velocity
    54 end
    55 % figure;
    56 % plot(abs(fft1));
    57 % figure;
    58 % meshgrid()
    59 x = linspace(0,1/tm*lambda/2*3.6,Nsweep);
    60 y = linspace(0,fs/sweep_slope*c/2,length(t));
    61 
    62 % meshgrid()
    63 mesh(x,y,fft2);
    64 ylim([0 range_max]);
    65 xlim([0 330]);
    66 view(2);
    67 ylabel('distance:m');
    68 xlabel('velocity:Km/h');
    69 title('FMCW target detection')

    3. 仿真结果 。假设目标距离123m, 速度99Km/h。仿真结果如下:

  • 相关阅读:
    用继承和组合的知识构造一辆汽车,功能需求见注释
    应用组合的方式实现继承关系
    PL/SQL 07 触发器 trigger
    PL/SQL 05 存储过程 procedure
    PL/SQL 04 游标 cursor
    PL/SQL 03 流程控制
    PL/SQL 02 声明变量 declare
    PL/SQL 01 代码编写规则
    Oracle基础 12 对象 objects 同义词/序列/试图/索引
    Oracle基础 11 约束 constraints
  • 原文地址:https://www.cnblogs.com/hiramlee0534/p/6576702.html
Copyright © 2020-2023  润新知