Sensor array current consumption optimizer with Gradient Descent
This article aims to show an example realization of Gradient descent algorithm for power supply consumption optimization in embedded sensor systems by means of adjusting measurement cycles to meet a given user target input. When execution is complete, the tool returns measurement cycle information t...
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| Published in | 2023 XXXII International Scientific Conference Electronics (ET) pp. 1 - 4 |
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| Main Author | |
| Format | Conference Proceeding |
| Language | English |
| Published |
IEEE
13.09.2023
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| Subjects | |
| Online Access | Get full text |
| DOI | 10.1109/ET59121.2023.10279770 |
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| Abstract | This article aims to show an example realization of Gradient descent algorithm for power supply consumption optimization in embedded sensor systems by means of adjusting measurement cycles to meet a given user target input. When execution is complete, the tool returns measurement cycle information that satisfy the given user target for overall current consumption. Example implementation is done in Python. |
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| AbstractList | This article aims to show an example realization of Gradient descent algorithm for power supply consumption optimization in embedded sensor systems by means of adjusting measurement cycles to meet a given user target input. When execution is complete, the tool returns measurement cycle information that satisfy the given user target for overall current consumption. Example implementation is done in Python. |
| Author | Shabanski, Boyan Y. |
| Author_xml | – sequence: 1 givenname: Boyan Y. surname: Shabanski fullname: Shabanski, Boyan Y. email: bshabanski@tu-varna.bg organization: Technical University of Varna,Faculty of Computer Sciences and Automation,Department of Electronics and Microelectronics,Varna,Bulgaria,9000 |
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| PublicationTitle | 2023 XXXII International Scientific Conference Electronics (ET) |
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| Snippet | This article aims to show an example realization of Gradient descent algorithm for power supply consumption optimization in embedded sensor systems by means of... |
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| SubjectTerms | current consumption optimization Current measurement Electric potential gradient descent Power measurement Power supplies python Runtime Sensor systems Time measurement |
| Title | Sensor array current consumption optimizer with Gradient Descent |
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