软件导刊2024，Vol.23Issue(8)：151-155,5.DOI:10.11907/rjdk.231650
基于Python Anaconda的物联网ALOHA算法仿真研究
Simulation Research of IoT ALOHA Algorithm Based on Python Anaconda
摘要
Abstract
ALOHA algorithm is a key method for RFID technology to solve multi-tag collision,and traditionally MATLAB is often used for simulation verification.However,due to the competition between China and the United States,it has been restricted in universities,and the Python big data analysis tool has now become an effective alternative to MATLAB.This article begins by introducing the working principles and related conclusions of the ALOHA algorithm.The theoretical throughput rates are then derived using concepts of permutations,combina-tions,and limits to facilitate clear understanding.Finally,the article incorporates the Python-based data analysis and scientific computing platform,Anaconda,to implement collision simulation and throughput analysis for the ALOHA algorithm.By introducing these new tools and methods,this article aims to improve the theoretical teaching and research of the ALOHA algorithm while addressing the limitations associated with MATLAB usage.关键词
物联网ALOHA算法/数据可视化/计算机仿真/Python AnacondaKey words
ALOHA algorithm for the Internet of Things/data visualization/computer simulation/Python Anaconda分类
信息技术与安全科学引用本文复制引用
杨群伟,郭丽清,王宁..基于Python Anaconda的物联网ALOHA算法仿真研究[J].软件导刊,2024,23(8):151-155,5.基金项目
厦门华厦学院人才引进校内科研项目(HX202203) （HX202203）
