Applications of Mathematical Modeling, Machine Learning, and Intelligent Computing for Industrial Development

Chapter 19 Hybridization of IoT networks with intelligent gateways

Neeti Gupta and Vidushi Sharma

Gautam Buddha University, Grater Noida, India

Satish Penmatsa

Framingham State University, Framingham, USA

DOI: 10.1201/9781003386599-22

Contents

1. 19.1 Introduction
2. 19.2 Basic IoT architecture
3. 19.3 Proposed intelligent gateway-based hybridized IoT network
4. 19.4 Machine learning algorithms for proposed model
   • 19.4.1 k-Nearest Neighbor (kNN) algorithm
   • 19.4.2 SVM (Support Vector Machine)
5. 19.5 Comparative analysis
   • 19.5.1 Accuracy
   • 19.5.2 Receiver Operating Characteristic (ROC)
6. 19.6 Transmission reliability of proposed model
7. 19.7 Conclusion
8. References

19.1 Introduction

Internet of Things (IoT) enables connectivity among devices and allows users to ...