Design and implementation of a 2.4 GHz embedded RFID system for fruit maturity evaluation for agricultural industries utilizing wireless mesh sensor network
Papaya is one of the major fruits exported as well as favorite fruit among all ages. However, it is difficult for fruit sellers or consumers to identify the best quality of papaya and to detect the amount of mature papaya in a short period of time. Therefore, a simple system is proposed to determine...
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| Format: | Thesis |
| Published: |
2018
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| Online Access: | http://eprints.uthm.edu.my/10209/ http://eprints.uthm.edu.my/10209/1/Azlina_Othman.pdf |
| Summary: | Papaya is one of the major fruits exported as well as favorite fruit among all
ages. However, it is difficult for fruit sellers or consumers to identify the best quality of
papaya and to detect the amount of mature papaya in a short period of time. Therefore, a
simple system is proposed to determine the fruit maturity by utilizing active Radio
Frequency Identification (RFID) and Wireless Sensor Network (WSN). The main
objective of this project is to determine the fruit maturity. An algorithm based on
MATLAB has been developed using image processing toolbox to identify the color of
the fruit. The color is analyzed by setting the average color, which must be over 400
pixels. Based on the results, the papaya can be categorized as mature when the color
value exceeds 400 pixels and immature when the color value is less than 400 pixels. The
accuracy of the proposed system is about 80% of which 8 of 10 papaya are able to give
good prediction. To determine the amount of mature fruit within a short period of time,
RFID system has been applied by using Xbee Pro S2b as a medium of transmission.
Several tests have been conducted to evaluate performance of the proposed system
which are the data transmission in the indoor location and outdoor location. In terms of
time and distance, it is proven that when the distance exceeds 100m, the transmission is
weak or no longer available. It can be concluded that, by combining image processing
method with RFID technology, the maturity of fruits can be easily obtain at anywhere
with reliable results. |
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