University of Twente Student Theses
Designing a Testbed for Human Activity Recognition Using Multiple ESP32 Microcontrollers with Wi-Fi and Serial Data Transfer
Veldmaat, J.P. (2023) Designing a Testbed for Human Activity Recognition Using Multiple ESP32 Microcontrollers with Wi-Fi and Serial Data Transfer.
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| Abstract: | Significant advancements have been made in leveraging Wi-Fi signals for Human Activity Recognition (HAR). Most notably with the utilization of Channel State Information (CSI). Nevertheless, the current landscape lacks a straightforward approach to conduct HAR experiments involving multiple ESP32 microcontrollers. This research paper presents a notable contribution by introducing a well-designed testbed for HAR, employing multiple ESP32 microcontrollers. The study demonstrates the feasibility of transmitting CSI data over Wi-Fi without detrimental consequences, thus offering enhanced convenience and scalability compared to conventional serial cable connections. |
| Item Type: | Essay (Bachelor) |
| Faculty: | EEMCS: Electrical Engineering, Mathematics and Computer Science |
| Subject: | 54 computer science |
| Programme: | Computer Science BSc (56964) |
| Link to this item: | https://purl.utwente.nl/essays/96090 |
| Export this item as: | BibTeX EndNote HTML Citation Reference Manager |
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