University of Twente Student Theses
Bringing Intelligence to Wireless Sensor Nodes: Improving Energy Efficiency and Communication Reliability in Sensor Nodes
Todorovic, D.Q. (2022) Bringing Intelligence to Wireless Sensor Nodes: Improving Energy Efficiency and Communication Reliability in Sensor Nodes.
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| Abstract: | Wireless Sensor Networks (WSN) are becoming more dense to enable many new smarter use cases in industry, healthcare and agriculture. WiFi-based wireless sensor networks are becoming very attractive because of high-bandwidth, large coverage and low-powered sensors being cost-effective. Even though WiFi offers low power consumption, resources are still limited in wireless sensor networks and the identification of how to efficiently use the energy of a wireless sensor node has been an open research topic for years. In this paper a lightweight distributed reinforcement learning framework for wireless sensor networks is presented. This framework allows sensor nodes to control their transmit power in such a way that they still communicate reliably with minimum energy consumption which increases the network life-span. |
| Item Type: | Essay (Bachelor) |
| Faculty: | EEMCS: Electrical Engineering, Mathematics and Computer Science |
| Subject: | 54 computer science |
| Programme: | Business & IT BSc (56066) |
| Link to this item: | https://purl.utwente.nl/essays/91758 |
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