<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>College education and teaching management are experiencing a transition from traditional modes to informational modes. This paper constructs a management mode for university teaching informatization based on RFID technology and designs the workflow and functions for RFID. For the positioning of student RFID tags on campus, a time-gap ALOHA algorithm is proposed to reduce the collision rate by dividing the processing time of student tags into several time gaps. After obtaining the student tags, an improved K-weighted center-of-mass localization algorithm is proposed for multi-point localization, which makes the weight of multiple known nodes in the process of operation more reasonably distributed through the setting of the weight size. In the simulation test of campus student localization, when the number of beacon nodes is 40, the average error of the K-weighted prime is 6.5%, 4.25%, and 2.1% lower than that of the prime algorithm, weighted prime, and weighted differential prime, respectively.</p>
</abstract>

College education and teaching management are experiencing a transition from traditional modes to informational modes. This paper constructs a management mode for university teaching informatization based on RFID technology and designs the workflow and functions for RFID. For the positioning of student RFID tags on campus, a time-gap ALOHA algorithm is proposed to reduce the collision rate by dividing the processing time of student tags into several time gaps. After obtaining the student tags, an improved K-weighted center-of-mass localization algorithm is proposed for multi-point localization, which makes the weight of multiple known nodes in the process of operation more reasonably distributed through the setting of the weight size. In the simulation test of campus student localization, when the number of beacon nodes is 40, the average error of the K-weighted prime is 6.5%, 4.25%, and 2.1% lower than that of the prime algorithm, weighted prime, and weighted differential prime, respectively.

Research on the optimization of the innovation path of university education and teaching management based on the weighted function algorithm of RFID technology

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

College education and teaching management are experiencing a transition from traditional modes to informational modes. This paper constructs a management mode...

Research on the optimization of the innovation path of university education and teaching management based on the weighted function algorithm of RFID technology

Published Online: Oct 30, 2023

Page range: -

Received: Nov 13, 2022

Accepted: May 10, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00863

Keywords
RFID technology, Time-gap ALOHA, K-weighted mass center, Campus location, Teaching management

© 2023 Kun Wu, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Research on the optimization of the innovation path of university education and teaching management based on the weighted function algorithm of RFID technology

Published Online: Oct 30, 2023

Page range: -

Received: Nov 13, 2022

Accepted: May 10, 2023

DOI: https://doi.org/10.2478/amns.2023.2.00863

KeywordsRFID technology, Time-gap ALOHA, K-weighted mass center, Campus location, Teaching management

© 2023 Kun Wu, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
RFID technology, Time-gap ALOHA, K-weighted mass center, Campus location, Teaching management