Embedded systems software: Trends in industry and education

Medvedev, Boris; Molodyakov, Sergey A.; Ustinov, S. M.; Fyodorov, Stanislav

doi:10.1109/isce.2018.8408921

Cited by 4 publications

(5 citation statements)

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“…A set of competences as curriculum targets can be derived from a model of specialist. The most complex set of IoT competences should demonstrate the IoT devices embedded software developer [5]. On average, each employee performs more than 6 functional duties including system design, development of firmware/software for embedded systems, architecture selection and specification, hardware/software co-design and integration, project management.…”

Section: Methodsmentioning

confidence: 99%

“…Smart farming is a capitalintensive and hi-tech system of growing food with application of modern information and communication technologies into agriculture. The core of IoT is software data processing embedded in IoT devices, gateways, cloud services and user applications [5]. At the same time, software is the least studied discipline for farmers.…”

Section: Introductionmentioning

confidence: 99%

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Internet of things for farmers: educational issues

Medvedev

Molodyakov

2019

Engineering for Rural Development

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Efforts of many countries aimed at the development of the Internet of Things in agriculture can give little effect because of limited knowledge and practical skills, which are necessary for farmers to make decisions on investment into the technologies of Smart agriculture. Development of IoT educational programs is faced with challenging issues. Ageing: only 6 % of farmers in Europe are younger than 35 years. Distance: the vast majority of farmers have no opportunity to attend courses at the universities within weeks. Complexity: IoT in agriculture represents the multidisciplinary field in education including earth sciences, measurement and control technologies, telecommunication systems and data processing. Financing: the "must have" practical skills will help IoT users break a psychological barrier, however, creation of training grounds can involve big financial costs. The answer to these contradictory requirements is curriculum development based on the analysis of IoT business models and specialist models. The result of the work is the proposed set of problem oriented and audience oriented courses in the form of distance learning. Each course with duration of 20 hours contains lectures, practical training and a test. Lectures are devoted to relevant problems of IoT. For the practical training each trainee uses his/her own smartphone to convert it into the IoT device. With the help of step-by-step instruction a user can register his IoT device in the cloud service and switch on transmission of the smartphone movement or light sensor data for processing in a cloud. Data processing results can be viewed as feedback to smartphone and via web application. Successful implementation of the course tasks is confirmed by the graduation certificate. Regional adaptation and government support of farmers and training organizers are necessary for widespread introduction of courses.

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Section: Methodsmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Internet of things for farmers: educational issues

Medvedev

Molodyakov

2019

Engineering for Rural Development

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“…Use of piezo actuators becomes of special importance in the development of spacecraft where actuation devices should feature rather small mass and size characteristics, possess substantial developed force and allow a separate control object included into the technical system performing precision movements (Matveev et al, 2018). For instance, to arrange the communication channel between the earth-based station and the spacecraft is necessary to accurately form the antenna pattern, since even its smallest deviations can result in substantial losses in signals reception or transmission (Frolov et al, 2018;Kiseleva et al, 2018;Medvedev et al, 2018;Yenuchenko, 2018). Accuracy of the above-mentioned antenna pattern forming can ensure getting the transformed antenna where control of the radio-reflective surface shape is ensured by changes in the cables' length (Zhengrong et al, 2014;Yiqun et al, 2016).…”

Section: Introductionmentioning

confidence: 99%

Control of the System of Piezoelectric Actuator Devices for Precision Drive Systems

Матвеев¹,

Yakovenko²,

Konoplev³

et al. 2020

Int J Math, Eng, Manag Sci

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“…Therefore, when using sensors with unknown inertia, a control system with limited recourses cannot determine the necessary control point accurately. Hence, an approach capable of recognizing the steady-state is needed [15][16][17][18][19][20].…”

Section: Introductionmentioning

confidence: 99%

Determination of the beginning the Steady-State for controlled processes in monitoring systems with limited resources

2018

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This paper describes the basic approach for determination of the steady-state conditions of physical processes such as boiling or other phase transitions in control systems with limited resources. In this research, we consider the particular case of a control system that should determine the moment when the water temperature reaches boiling point. In different systems, the accurate determination of the boiling point is important, because it results in other functions such as switching off or transitioning to other states. Hence, we explore the possibility of applying our approach in systems with limited resources, using cheap temperature inertial sensors. During the investigation, we encountered a delay in identifying the boiling point, caused by inertia. These issues demonstrate the need for the further improvement of the suggested approach in this particular case. However, generally our results indicate the applicability of this approach for control systems.

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Embedded systems software: Trends in industry and education

Cited by 4 publications

References 0 publications

Internet of things for farmers: educational issues

Internet of things for farmers: educational issues

Control of the System of Piezoelectric Actuator Devices for Precision Drive Systems

Determination of the beginning the Steady-State for controlled processes in monitoring systems with limited resources

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