RF-based moisture content determination in rice using machine learning techniques

N Azmi, LM Kamarudin, A Zakaria, DL Ndzi… - Sensors, 2021 - mdpi.com
Seasonal crops require reliable storage conditions to protect the yield once harvested. For
long term storage, controlling the moisture content level in grains is challenging because …

Inline 3D volumetric measurement of moisture content in rice using regression-based ML of RF tomographic imaging

AA Almaleeh, A Zakaria, LM Kamarudin, MHF Rahiman… - Sensors, 2022 - mdpi.com
The moisture content of stored rice is dependent on the surrounding and environmental
factors which in turn affect the quality and economic value of the grains. Therefore, the …

Novel approach using passive UHF RFID for grain moisture detection

ASM Radzi, LM Kamarudin, L Mohamed… - … : Theory and Practice, 2022 - Springer
This paper proposes a novel method to detect moisture hotspots and irregularities in rice
grain storage using low-cost passive UHF RFID technology. Experiments were designed …

Rice grain moisture sensing based on UHF RFID tag

ASM Radzi, LM Kamarudin, L Mohamed… - AIP Conference …, 2022 - pubs.aip.org
One of the critical steps in the post-production of paddy rice is to be stored in conditions that
need to be controlled, especially the moisture content (MC) of the grains. The ability to …

Relative localization method of wet spot of grain using array of passive RFID tags

N Azmi, LM Kamarudin, L Mohamed… - Journal of Physics …, 2021 - iopscience.iop.org
Abstract Radio Frequency Identification (RFID) enables a large number of object monitoring
since semi/passive tags are independent of batteries. In our previous work, the possibility of …

[引用][C] Inline 3D Volumetric Measurement of Moisture Content in Rice Using Regression-Based ML of RF Tomographic Imaging

MHF Rahiman, DL Ndzi, I Ismail - 2022