Microcomputer based embedded SCADA and RFID systems implemented on LINUX platform

Papić, Milorad; Bundalo, Zlatko; Bundalo, Dušanka; Stojanović, Radovan; Kovačević, Živorad; Pasalic, Drazen; Cvijic, Branimir

doi:10.1109/meco.2017.7977171

Cited by 5 publications

(5 citation statements)

References 2 publications

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“…High performances, high speed of operation, minimal energy consumption and large number of such solutions are not required in many practical needs and applications of embedded systems. In such applications the most important is that all needed system functionalities are met, with as short as possible system development and implementation time, and as little as possible system development and implementation costs [1][2][3][4][5][6][7][8][9][10]. It is also required as much as possible optimization and minimization of hardware and software, to achieve needed speed of operation.…”

Section: Design Of Embedded Systems Based On Open Source Platformmentioning

confidence: 99%

“…Possibilities for design, implementation and application of embedded SCADA and RFID systems realized using open source technologies are considered, proposed and described here. One practically designed and implemented system for data acquisition and needed control in one industrial process is described [9,10]. System hardware was implemented using open source microcomputer boards Pandaboard [23], Arduino/Genuino Uno and Mega [24], RFID sensors, temperature and air humidity sensors, WiFi router and additional electronics.…”

Section: Embedded Scada and Rfid System Implemented On Linux Platformmentioning

confidence: 99%

“…The practically developed, designed and implemented system is specialized embedded SCADA and RFID system realized using open source hardware and software technologies [9,10]. Implemented system enables:…”

Section: Design and Implementation Of Scada And Rfid Systemmentioning

confidence: 99%

“…Specially designed solutions and specially designed platforms are most often used for such purposes [1][2][3][4]. But, it can be shown that in many practical needs it is much more convenient and better to use so called open source hardware and software solutions, platforms of open source type [1][2][3][4][5][6][7][8][9][10].…”

Section: Introductionmentioning

confidence: 99%

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Embedded Systems Based on Open Source Platforms

Bundalo¹,

Bundalo²

2020

Introduction to Data Science and Machine Learning

Self Cite

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Ways and possibilities for design, implementation and application of microcomputer-based embedded systems using open source hardware and software platforms are considered, proposed and described. It is proposed to use open source hardware and software microcomputer-based technologies for design and implementation of embedded systems in many practical needs and applications. Main advantages and possibilities of application and implementation of such embedded systems are considered and described. Two practically designed and implemented systems performing needed data acquisition and control are presented and described. Used technologies for realization of the systems and embedded applications of the solutions are described. Open source microcomputer boards, appropriate sensors, actuators and additional electronics are used for implementation of the systems hardware. Open source tools and programs and LINUX operating system are used for implementation of the systems software. Modular approach is applied in the systems design and realization. Easy system expandability, simplifying maintenance and adaptation of the system to user requirements and needs are enabled with such approach. Balance between functionality and cost of the systems was also achieved. Optimization according to user requirements and needs, low consumption of electrical energy and low cost of the system are main advantages of such systems compared with standard embedded systems. These systems are optimized and specialized systems for specific needs and requirements of users.Keywords: microcomputer-based embedded systems, open source hardware and open source software, LINUX operating system, modular system design, low cost of system, low consumption of electrical energy, system specialization and optimization

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Section: Design Of Embedded Systems Based On Open Source Platformmentioning

confidence: 99%

Section: Embedded Scada and Rfid System Implemented On Linux Platformmentioning

confidence: 99%

Section: Design and Implementation Of Scada And Rfid Systemmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

See 2 more Smart Citations

Embedded Systems Based on Open Source Platforms

Bundalo¹,

Bundalo²

2020

Introduction to Data Science and Machine Learning

Self Cite

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show abstract

“…These systems are already on board for a wide range of applications, including electric power (generation, transmission, and distribution), water, transportation, telecommunication, pharmaceutical, and manufacturing industries, and are commonly involved in the constitutions of vital enterprises such as pipelines, manufacturing plants and building climate control [1]. Typical SCADA systems include components like computer workstations, Human Machine Interface (HMI), Programmable Logic Controllers (PLCs), Remote Terminal Units (RTU), sensors, and actuators [2]. Historically, early (i.e., monolithic) SCADA systems had private and dedicated networks.…”

Section: Introductionmentioning

confidence: 99%

A stacked deep learning approach to cyber-attacks detection in industrial systems: application to power system and gas pipeline systems

Harrou

Bouyeddou

et al. 2021

Cluster Comput

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Presently, Supervisory Control and Data Acquisition (SCADA) systems are broadly adopted in remote monitoring large-scale production systems and modern power grids. However, SCADA systems are continuously exposed to various heterogeneous cyberattacks, making the detection task using the conventional intrusion detection systems (IDSs) very challenging. Furthermore, conventional security solutions, such as firewalls, and antivirus software, are not appropriate for fully protecting SCADA systems because they have distinct specifications. Thus, accurately detecting cyber-attacks in critical SCADA systems is undoubtedly indispensable to enhance their resilience, ensure safe operations, and avoid costly maintenance. The overarching goal of this paper is to detect malicious intrusions that already detoured traditional IDS and firewalls. In this paper, a stacked deep learning method is introduced to identify malicious attacks targeting SCADA systems. Specifically, we investigate the feasibility of a deep learning approach for intrusion detection in SCADA systems. Real data sets from two laboratory-scale SCADA systems, a two-line three-bus power transmission system and a gas pipeline are used to evaluate the proposed method’s performance. The results of this investigation show the satisfying detection performance of the proposed stacked deep learning approach. This study also showed that the proposed approach outperformed the standalone deep learning models and the state-of-the-art algorithms, including Nearest neighbor, Random forests, Naive Bayes, Adaboost, Support Vector Machine, and oneR. Besides detecting the malicious attacks, we also investigate the feature importance of the cyber-attacks detection process using the Random Forest procedure, which helps design more parsimonious models.

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Intelligent computing hardware for collision avoidance and warning in high speed rail networks

Rajkumar

Sundari

2020

J Ambient Intell Human Comput

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Microcomputer based embedded SCADA and RFID systems implemented on LINUX platform

Cited by 5 publications

References 2 publications

Embedded Systems Based on Open Source Platforms

Embedded Systems Based on Open Source Platforms

A stacked deep learning approach to cyber-attacks detection in industrial systems: application to power system and gas pipeline systems

Intelligent computing hardware for collision avoidance and warning in high speed rail networks

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