Hybrid Computational Intelligent Systems

Chapter 3 Quad sensor-based soil-moisture prediction using machine learning

Anirbit Sengupta

Dr. Sudhir Chandra Sur Institute of Technology and Sports Complex

Sayantani Ghosh

University of Calcutta, Technology Campus

Anwesha Mukherjee

Mahishadal Raj College

Abhijit Das

RCC Institute of Information Technology

Debashis De

Maulana Abul Kalam Azad University of Technology

DOI: 10.1201/9781003381167-3

Contents

• 3.1 Introduction
• 3.2 Related works
• 3.3 Proposed system
  • 3.3.1 Sensors used in the proposed framework
  • 3.3.2 Hardware architecture
  • 3.3.3 Dataset
  • 3.3.4 Data analysis
  • 3.3.5 Performance evaluation measures
• 3.4 Results and discussion
• 3.5 Conclusion
• References

3.1 Introduction

Soil is a rudimentary integrant in gratifying the increasing stipulation ...