Digital synchronization of the MACM chaotic system by using PIC24-microcontrollers and the SPI-protocol

IF 2.2 3区 工程技术 Q3 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE Integration-The Vlsi Journal Pub Date : 2024-01-18 DOI:10.1016/j.vlsi.2024.102158
Rodrigo Méndez-Ramírez , Adrian Arellano-Delgado , Miguel Angel Murillo-Escobar , César Cruz-Hernández
{"title":"Digital synchronization of the MACM chaotic system by using PIC24-microcontrollers and the SPI-protocol","authors":"Rodrigo Méndez-Ramírez ,&nbsp;Adrian Arellano-Delgado ,&nbsp;Miguel Angel Murillo-Escobar ,&nbsp;César Cruz-Hernández","doi":"10.1016/j.vlsi.2024.102158","DOIUrl":null,"url":null,"abstract":"<div><p><span>In recent years, chaotic synchronization has received a lot of interest in applications in different fields such as digital applications. The purpose of this work is to achieve the synchronization of the discretized version (DV) of the Méndez–Arellano–Cruz–Martínez (MACM) 3D chaotic system (CS) as master which is coupled to one or more MACM 3D CSs as slaves for three different applications. The Lyapunov Exponents<span><span> (LEs) analysis is conducted using the numerical-algorithm in MATLAB in order to verify the chaos existence is preserved in the Continuous Version(CV) and DV of the two master–slave MACM CSs once that they are synchronized. Subsequently, the algorithm of the MACM CSs are implemented in two or more isolated embedded systems (ESs) using PIC-24 16-bit </span>microcontrollers which are communicated using the </span></span>Serial Peripheral Interface<span> (SPI) protocol setting in 16-bits, and the synchronization is validated using the state-variables depicted in digital-to-analog converters (DACs), and the secret-image messages are validated in thin-film-transistor-liquid-crystal displays (TFT-LCDs) depending of the conducted application. In addition, one k-parameter switch is proposed in order to validate the enabled or disabled the synchronization between the master with one or many slave microcontrollers using a 16-bit numerical scaling-arrangement. The first application is the electronic-digital-implementation of the synchronization in real-time of 5 PIC-24 microcontrollers coupled in star-topology, 1 MACM-CS master-node, and 4 MACM-CSs slave-nodes. The second application is the synchronization of the two MACM CSs which are coupled and implemented in two PIC-24 microcontrollers, the master-node is setting to encrypt and transmit a secret-message which involves data to achieve the synchronization and to re-built an image once that the image is received, decrypted and depicted in the TFT-LCD in the slave-node in real-time. The third application is showing the synchronization of the 2 nodes where the message is an decomposed-image stored in a vector-data block in the SRAM (Static Random Access Memory, the stored-data remain in the memory only if the PIC-24 microcontrollers are powered) of the PIC-24 microcontrollers which the process is conducted encrypting and transmitting a secret-message using data to achieve the synchronization and elements of a pixel per finite sample-iterations to receive and decrypt the message in the PIC-24 microcontroller as slave-node, and later the message is re-built in a TFT-LCD. Finally, all the numerical results of the LE studies, comparative security analysis, and the numerical and experimental synchronization of the proposed three applications were validated in the ESs.</span></p></div>","PeriodicalId":54973,"journal":{"name":"Integration-The Vlsi Journal","volume":null,"pages":null},"PeriodicalIF":2.2000,"publicationDate":"2024-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Integration-The Vlsi Journal","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S016792602400021X","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMPUTER SCIENCE, HARDWARE & ARCHITECTURE","Score":null,"Total":0}
引用次数: 0

Abstract

In recent years, chaotic synchronization has received a lot of interest in applications in different fields such as digital applications. The purpose of this work is to achieve the synchronization of the discretized version (DV) of the Méndez–Arellano–Cruz–Martínez (MACM) 3D chaotic system (CS) as master which is coupled to one or more MACM 3D CSs as slaves for three different applications. The Lyapunov Exponents (LEs) analysis is conducted using the numerical-algorithm in MATLAB in order to verify the chaos existence is preserved in the Continuous Version(CV) and DV of the two master–slave MACM CSs once that they are synchronized. Subsequently, the algorithm of the MACM CSs are implemented in two or more isolated embedded systems (ESs) using PIC-24 16-bit microcontrollers which are communicated using the Serial Peripheral Interface (SPI) protocol setting in 16-bits, and the synchronization is validated using the state-variables depicted in digital-to-analog converters (DACs), and the secret-image messages are validated in thin-film-transistor-liquid-crystal displays (TFT-LCDs) depending of the conducted application. In addition, one k-parameter switch is proposed in order to validate the enabled or disabled the synchronization between the master with one or many slave microcontrollers using a 16-bit numerical scaling-arrangement. The first application is the electronic-digital-implementation of the synchronization in real-time of 5 PIC-24 microcontrollers coupled in star-topology, 1 MACM-CS master-node, and 4 MACM-CSs slave-nodes. The second application is the synchronization of the two MACM CSs which are coupled and implemented in two PIC-24 microcontrollers, the master-node is setting to encrypt and transmit a secret-message which involves data to achieve the synchronization and to re-built an image once that the image is received, decrypted and depicted in the TFT-LCD in the slave-node in real-time. The third application is showing the synchronization of the 2 nodes where the message is an decomposed-image stored in a vector-data block in the SRAM (Static Random Access Memory, the stored-data remain in the memory only if the PIC-24 microcontrollers are powered) of the PIC-24 microcontrollers which the process is conducted encrypting and transmitting a secret-message using data to achieve the synchronization and elements of a pixel per finite sample-iterations to receive and decrypt the message in the PIC-24 microcontroller as slave-node, and later the message is re-built in a TFT-LCD. Finally, all the numerical results of the LE studies, comparative security analysis, and the numerical and experimental synchronization of the proposed three applications were validated in the ESs.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
利用 PIC24 微控制器和 SPI 协议实现 MACM 混沌系统的数字同步
近年来,混沌同步在数字应用等不同领域的应用受到了广泛关注。这项工作的目的是实现门德斯-阿雷亚诺-克鲁斯-马丁内斯(MACM)三维混沌系统(CS)离散化版本(DV)的同步,该系统作为主系统与一个或多个作为从系统的MACM三维CS耦合,用于三种不同的应用。利用 MATLAB 中的数值算法进行了李亚普诺夫指数(LEs)分析,以验证一旦两个主从 MACM CS 同步,它们的连续版本(CV)和 DV 中是否保留了混沌存在。随后,利用 PIC-24 16 位微控制器在两个或多个隔离的嵌入式系统(ES)中实现 MACM CS 的算法,这些微控制器通过设置为 16 位的串行外设接口(SPI)协议进行通信,并利用数模转换器(DAC)中描述的状态变量验证同步性,同时根据应用情况在薄膜晶体管液晶显示器(TFT-LCD)中验证秘密图像信息。此外,还提出了一个 k 参数开关,以便使用 16 位数字缩放排列验证主控器与一个或多个从属微控制器之间的同步启用或禁用。第一个应用是以电子数字方式实现 5 个 PIC-24 微控制器、1 个 MACM-CS 主节点和 4 个 MACM-CS 从节点的实时同步。第二个应用是由两个 PIC-24 微控制器耦合实现的两个 MACM-CS 的同步,主节点设置为加密和传输涉及数据的秘密信息,以实现同步,并在接收到图像后重新生成图像,解密后实时显示在从节点的 TFT-LCD 上。第三个应用显示了两个节点的同步,信息是存储在 SRAM(静态随机存取存储器)矢量数据块中的分解图像、PIC-24 微控制器的 SRAM(静态随机存取存储器,只有在 PIC-24 微控制器通电的情况下,存储的数据才会保留在存储器中)中的矢量数据块中存储的分解图像,PIC-24 微控制器使用数据加密和传输秘密信息,以实现同步,PIC-24 微控制器作为从节点,每有限采样迭代接收和解密一个像素的元素,然后在 TFT-LCD 中重新构建信息。最后,在 ES 中验证了所有 LE 研究的数值结果、安全性对比分析以及所提议的三种应用的数值和实验同步性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Integration-The Vlsi Journal
Integration-The Vlsi Journal 工程技术-工程:电子与电气
CiteScore
3.80
自引率
5.30%
发文量
107
审稿时长
6 months
期刊介绍: Integration''s aim is to cover every aspect of the VLSI area, with an emphasis on cross-fertilization between various fields of science, and the design, verification, test and applications of integrated circuits and systems, as well as closely related topics in process and device technologies. Individual issues will feature peer-reviewed tutorials and articles as well as reviews of recent publications. The intended coverage of the journal can be assessed by examining the following (non-exclusive) list of topics: Specification methods and languages; Analog/Digital Integrated Circuits and Systems; VLSI architectures; Algorithms, methods and tools for modeling, simulation, synthesis and verification of integrated circuits and systems of any complexity; Embedded systems; High-level synthesis for VLSI systems; Logic synthesis and finite automata; Testing, design-for-test and test generation algorithms; Physical design; Formal verification; Algorithms implemented in VLSI systems; Systems engineering; Heterogeneous systems.
期刊最新文献
Simple memristive chaotic systems with complex dynamics Model and system robustness in distributed CNN inference at the edge VLFF — A very low-power flip-flop with only two clock transistors Efficient and cost-effective maximum power point tracking technique for solar photovoltaic systems with Li-ion battery charging Digital background calibration algorithm for pipelined ADC based on time-delay neural network with genetic algorithm feature selection
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1