Machine learning models for enhanced estimation of soil moisture using wideband radar sensor

• Main Authors: Uthayakumar, Akileshwaran, Mohan, Manoj Prabhakar, Khoo, Eng Huat, Jimeno, Joe, Mohammed Yakoob Siyal, Muhammad Faeyz Karim
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Electrical and electronic engineering; Linear Regression; Microwave Radar
• Online Access: https://hdl.handle.net/10356/167036
• Institution: Nanyang Technological University

In this paper, machine learning models for an effective estimation of soil moisture content using a microwave short-range and wideband radar sensor are proposed. The soil moisture is measured as the volumetric water content using a short-range off-the-shelf radar sensor operating at 3-10 GHz. The ra...