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常用信道编译码算法在图像传输通信链路的matlab性能对比仿真,包括RS,BCH,turbo,LDP

时间:2025/3/16 2:13:16 点击:

  核心提示:0X_081m,包括程序操作录像...

1.完整项目描述和程序获取

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2.部分仿真图预览


3.算法概述

      在图像传输通信链路中,信道编译码算法的选择对系统性能起着至关重要的作用。常用的信道编译码算法包括RS码、BCH码、Turbo码和LDPC码等。这些算法在纠错能力、编码效率、译码复杂度等方面各有特点,适用于不同的图像传输场景。

4.部分源码

 

load 01_LDPC\data1.mat

PSNR1b = min(psnr2(Iimages0, ImagesLS_snr0));

PSNR2b = min(psnr2(Iimages0, ImagesLS_snr2));

PSNR3b = min(psnr2(Iimages0, ImagesLS_snr4));

 

figure;

subplot(5,4,1);

imshow(uint8(ImagesLS_snr0));title({'SNR=0';['LDPC,PSNR=', num2str(PSNR1b)]},'FontSize',10);

subplot(5,4,2);

imshow(uint8(ImagesLS_snr2));title({'SNR=2';['LDPC,PSNR=', num2str(PSNR2b)]},'FontSize',10);

subplot(5,4,3);

imshow(uint8(ImagesLS_snr4));title({'SNR=4';['LDPC,PSNR=', num2str(PSNR3b)]},'FontSize',10);

 

 

 

load 02_NLDPC\data1.mat

PSNR1c = min(psnr2(Iimages0, ImagesLS_snr0));

PSNR2c = min(psnr2(Iimages0, ImagesLS_snr2));

PSNR3c = min(psnr2(Iimages0, ImagesLS_snr4));

 

 

subplot(5,4,5);

imshow(uint8(ImagesLS_snr0));title({['无六环LDPC,PSNR=', num2str(PSNR1c)]},'FontSize',10);

subplot(5,4,6);

imshow(uint8(ImagesLS_snr2));title({['无六环LDPC,PSNR=', num2str(PSNR2c)]},'FontSize',10);

subplot(5,4,7);

imshow(uint8(ImagesLS_snr4));title({['无六环LDPC,PSNR=', num2str(PSNR3c)]},'FontSize',10);

 

 

 

 

 

load 03_turbo\data1.mat

PSNR1d = min(psnr2(Iimages0, ImagesLS_snr0));

PSNR2d = min(psnr2(Iimages0, ImagesLS_snr2));

PSNR3d = min(psnr2(Iimages0, ImagesLS_snr4));

 

 

subplot(5,4,9);

imshow(uint8(ImagesLS_snr0));title({['turbo,PSNR=', num2str(PSNR1d)]},'FontSize',10);

subplot(5,4,10);

imshow(uint8(ImagesLS_snr2));title({['turbo,PSNR=', num2str(PSNR2d)]},'FontSize',10);

subplot(5,4,11);

imshow(uint8(ImagesLS_snr4));title({['turbo,PSNR=', num2str(PSNR3d)]},'FontSize',10);

 

 

 

load 04_BCH\data1.mat

PSNR1d = min(psnr2(Iimages0, ImagesLS_snr0));

PSNR2d = min(psnr2(Iimages0, ImagesLS_snr2));

PSNR3d = min(psnr2(Iimages0, ImagesLS_snr4));

PSNR4d = min(psnr2(Iimages0, ImagesLS_snr6));

 

subplot(5,4,13);

imshow(uint8(ImagesLS_snr0));title({['BCH,PSNR=', num2str(PSNR1d)]},'FontSize',10);

subplot(5,4,14);

imshow(uint8(ImagesLS_snr2));title({['BCH,PSNR=', num2str(PSNR2d)]},'FontSize',10);

subplot(5,4,15);

imshow(uint8(ImagesLS_snr4));title({['BCH,PSNR=', num2str(PSNR3d)]},'FontSize',10);

subplot(5,4,16);

imshow(uint8(ImagesLS_snr6));title({'SNR=6';['BCH,PSNR=', num2str(PSNR4d)]},'FontSize',10);

 

 

 

 

load 05_RS\data1.mat

PSNR1d = min(psnr2(Iimages0, ImagesLS_snr0));

PSNR2d = min(psnr2(Iimages0, ImagesLS_snr2));

PSNR3d = min(psnr2(Iimages0, ImagesLS_snr4));

PSNR4d = min(psnr2(Iimages0, ImagesLS_snr6));

0X_081m

subplot(5,4,17);

imshow(uint8(ImagesLS_snr0));title({['RS,PSNR=', num2str(PSNR1d)]},'FontSize',10);

subplot(5,4,18);

imshow(uint8(ImagesLS_snr2));title({['RS,PSNR=', num2str(PSNR2d)]},'FontSize',10);

subplot(5,4,19);

imshow(uint8(ImagesLS_snr4));title({['RS,PSNR=', num2str(PSNR3d)]},'FontSize',10);

subplot(5,4,20);

imshow(uint8(ImagesLS_snr6));title({['RS,PSNR=', num2str(PSNR4d)]},'FontSize',10);

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作者:我爱C编程 来源:我爱C编程
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