工具箱
解耦(概率)
加密
计算机科学
MATLAB语言
数据处理
密文
算法
编码(集合论)
Python(编程语言)
图像处理
光学
源代码
光强度
编码器
电子工程
编码(社会科学)
信号处理
结构光
均方误差
过程(计算)
脚本语言
数据安全
数据挖掘
稳健性(进化)
激光器
人工智能
计算机视觉
波长
计算机硬件
数据传输
出处
期刊:
[Figshare (United Kingdom)]
日期:2026-05-02
标识
DOI:10.6084/m9.figshare.29412878
摘要
# Project README
## OverviewThis repository contains MATLAB scripts for processing TDMS measurement data for:1. 4D data decoupling analysis (Figure 3)2. Encryption/decryption for secure transmission (Figure 4)
## Environment Requirements- **Operating System**: Windows 11- **MATLAB Version**: R2023b- **Required Toolboxes**: - Curve Fitting Toolbox - Signal Processing Toolbox - Image Processing Toolbox - Statistics and Machine Learning Toolbox- **Custom Functions**: - `convertTDMS.m` (provided in project)
## Code StructureThe repository is organized into the following key components: ## Content for “Code for 4D Decoupling Process (Figure 3)”- **Location**: `/Original Code/3. Code for for 4D decoupling process/`1. RMSE comparation (Fig. 3b-c).2. Decoupling error and RMSE (Fig. 3d-e).3. Calculated mean differences (Fig. 3g).4. The correlation function (Fig. 3h).5. Multidimensional decoupling (Fig. 3i).
## Content for “Code for Encryption and Decryption (Figure 4)”- **Location**: `/Original Code/4. Code for Encryption and Decryption/`1. The ciphertext loaded on mode and intensity states (Fig. 4c).2. Database establishing process (Fig. 4d).3. Photovoltage responses of six ports (Fig. 4e).4. 4D light parameters recognition results (Fig. 4f).
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