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...

Full description

Saved in:
Bibliographic Details
Published in2023 XXXII International Scientific Conference Electronics (ET) pp. 1 - 4
Main Author Shabanski, Boyan Y.
Format Conference Proceeding
LanguageEnglish
Published IEEE 13.09.2023
Subjects
current consumption optimization
Current measurement
Electric potential
gradient descent
Power measurement
Power supplies
python
Runtime
Sensor systems
Time measurement
Online AccessGet full text
DOI10.1109/ET59121.2023.10279770

Cover

More Information
Summary: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.
DOI:10.1109/ET59121.2023.10279770