Advanced Sensing in Image Processing and IoT

9 Real Time Density–Based Traffic Congestion Detection System Using Image Processing and Fuzzy Logic Controller

DOI: 10.1201/9781003221333-9

Anita Mohanty, Bhagyalaxmi Jena, and Subrat Kumar Mohanty

Contents

9.1 Introduction

9.2 Related Work

9.3 Proposed System Model

9.3.1 Moving Vehicle Detection and Counting System

9.3.2 Parameter Extraction Using SUMO Simulator

9.3.3 Key Features Extraction using Fuzzy C-Means Clustering

9.3.4 Traffic Congestion Level Estimation Using Fuzzy Logic Controller

9.4 Experimental Analysis and Results

9.5 Conclusion

References

Annexure 9.1

Annexure 9.2

Annexure 9.3

Algorithm: Fuzzy C-means clustering [28,29]

9.1 Introduction

Traffic congestion in the present scenario is due to increased usage of vehicles in ...