杨桃丽, 于瀚雯. 基于MATLAB的数字信号处理综合课程实验[J]. 实验科学与技术, 2024, 22(1): 57-61, 67. DOI: 10.12179/1672-4550.20220380
引用本文: 杨桃丽, 于瀚雯. 基于MATLAB的数字信号处理综合课程实验[J]. 实验科学与技术, 2024, 22(1): 57-61, 67. DOI: 10.12179/1672-4550.20220380
YANG Taoli, YU Hanwen. Comprehensive Course Experiment of Digital Signal Processing Based on MATLAB[J]. Experiment Science and Technology, 2024, 22(1): 57-61, 67. DOI: 10.12179/1672-4550.20220380
Citation: YANG Taoli, YU Hanwen. Comprehensive Course Experiment of Digital Signal Processing Based on MATLAB[J]. Experiment Science and Technology, 2024, 22(1): 57-61, 67. DOI: 10.12179/1672-4550.20220380

基于MATLAB的数字信号处理综合课程实验

Comprehensive Course Experiment of Digital Signal Processing Based on MATLAB

  • 摘要: 数字信号处理是一门理论与实践结合性很强的课程,结合遥感科学与技术专业的特点以及实际应用,设计了一个基于MATLAB的数字信号处理综合课程实验。该实验以GRACE卫星Level 2数据为研究对象,通过信号频谱分析、滤波器设计和处理等操作,从而实现高精度快速减小数据条纹噪声。该综合实验覆盖了数字信号处理课程的主要关键知识点,有利于学生形成较完整的数字信号处理知识体系,培养了学生将抽象的理论知识应用于实际遥感处理的能力。

     

    Abstract: Digital signal processing is a course with strong combination of theory and practice. Combined with the characteristics of the remote sensing science and technology and its practical application, a comprehensive course experiment of digital signal processing based on MATLAB is designed. This experiment takes the gravity recovery and climate experiment (GRACE) satellite Level 2 data as the research object. Through the operation of signal spectrum analysis, filter design and processing, it can denoise the stripes efficiently and effectively. This comprehensive experiment covers the main key knowledge points of the digital signal processing course, which is helpful for students to form a relatively complete knowledge system of digital signal processing, and cultivates students’ ability to apply abstract theoretical knowledge to actual remote sensing processing.

     

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