Work

Radio-frequency-identification-based Specimen Transportation Device Monitoring by Support Vector Machine Method

Year: 2026

Type: article

Abstract: In this study, we developed a system integration of a mobile intelligent specimen transport box to build a smart specimen reading and transmission device using an embedded system.For environmental monitoring experiments, the sending unit can set sample information and temperature requirements, while the receiving unit can display the arriving sample's information and the temperature recorded during transport.Throughout the delivery process, the system can obtain real-time sample information and temperature data.The data algorithm of support vector machine (SVM)-based event detection is used to issue alerts during data monitoring, ensuring that temperature and humidity are properly controlled during specimen transport.

Source: Sensors and Materials

DOI: 10.18494/sam6123

Authors: Wen-Tung Hsu, Jing-Xiang Zhang, Chen-Hsuan Ma, Cheng-Yu Peng

Institutions: Taichung Armed Forces General Hospital, National Chin-Yi University of Technology

Language: English

Topic: Advanced Sensor and Control Systems

Subfield: Control and Systems Engineering

Field: Engineering

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: gold

Estimated APC paid: $748