Revolutionary Applications of Intelligent Drones

Contents
Preface
Chapter 1
Introduction to Drone Technologies
	Abstract
	Introduction
	Types of Drones
		Single-Rotor Drones
		Multi-Rotor Drones
		Fixed-Wing Drones
		Fixed-Wing Hybrid Drones
		Small Drones
		Micro Drones
		Tactical Drones
		GPS Drones
		Photography Drones
		Racing Drones
	Components of Drone
		Remote Control Transmitter
		Multi Rotor Frame
		Motors/Speed Controller
		Flight Controller
		Batteries
	Routing Problems in Drone Technology
	Applications of UAV (Drone)
	Geographic Information System (GIS) Base Mapping  and Data Acquisition
		Design Mapping by Civil Engineers
		Search and Rescue
		Disaster Management
		Border and Coastal Security Management
		Swachh Bharat and Medical Applications
		Weather Forecasting
		Food /Restaurant Industry
	Conclusion
	References
Chapter 2
Drones for Society and Industry
	Abstract
	Introduction
	Key Sectors of Society and Industry
		Automobile Sector
			Locating Cars Set for Dispatch
			Route Optimization for Self-Driving Vehicles
			Reducing Traffic Congestion with Passenger Drones
			Monitoring Motorway Breakdowns with Surveillance Drones
			Drones and the Vehicular Inspection Process
	How Oil and Gas Companies Will Use a Drone in the Future
	Oil and Gas Exploration
	Importance of Drone Technology in Real Estate Marketing
		The Future of Drones in Real Estate
	Drones for Traffic Monitoring
	Drones for Border Surveillance
	Drones Used in Emergency Cases
	Delivery of Goods Using Drones
	Drones Use in COVID 19 Managements
	Importance of Drones in the Agriculture Field
	Importance of Drones in the Construction Industry
	Importance of Drones in the Medical Field
	Conclusion
	References
Chapter 3
Cloud-Based UAV Architecture,  Security Concerns and Challenges
	Abstract
	Introduction
	Architecture of IoD
	Architectural Components or Elements
	Communication Protocols
	Challenges and Security Related to Privacy and Security
	Global Challenges
	Conclusion
	References
Chapter 4
Drones and Their Utilities  Using Emerging Technology
	Abstract
	Introduction
	Types of Drones
	Drones for Society and Commercial Drones
	Internet of Drones
	Requirements of the Internet of Drones (IOD)
		Communication Requirements
		Security Requirements
	Blockchain Connected Drones
	Conclusion
	Future Scope
	References
Chapter 5
Introduction to Machine Learning in UAVs
	Abstract
	Introduction
	Machine Learning
		Supervised Learning
		Unsupervised Learning
		Reinforcement Learning
		Deep Learning
			Model of Neurons
			Perceptron Algorithm
			Artificial Neural Networks
			Application of Machine and Deep learning in UAVs
	Conclusion
	References
Chapter 6
Decision Making Using  Machine Learning in Drones
	Abstract
	Introduction
	Machine Learning
	Overview of Path Planning
	Machine Learning For UAVs
	Conclusion
	References
Chapter 7
UAV Applications in Agriculture
	Abstract
	Introduction
	UAV and Precision Agriculture
		Fixed Winged
		Quadcopter
		Octocopter
		Hybrid Vertical Take-Off Landing
	Precision Agriculture
	Agronomic Applications of the UAV
		Plant Stress Detection
		Mapping
		Spraying
		Irrigation
	Advantages and Limitations of UAVs in Agriculture
	Conclusion
	References
Chapter 8
Drone Centric IoT-Fog-Cloud Based  Smart Agriculture Support Service
	Abstract
	Introduction
	Internet of Drone in Agriculture
		Analysis of the Soil and the Field
		Check the Health of Your Crops
		Keep Chemicals to a Minimum
		Prepare Yourself for Weather Hiccups
		Observe the Development
		Keeping an Eye on Things
		Check Soil
		Storage Built for Challenge
		Water Flow
		Prestisides
		Harvesting
		Drying, Monitoring, and Control
	Proposed Framework
		Drone
		Platform
		Sensors and Cameras
		Wireless Sensors Network
		Sensor Node
		A Base Station
		Gateways
		Database
		The Cloud Application
	Conclusion
	References
Chapter 9
Disaster Management Using  Cloud-Based UAVs
	Abstract
	Introduction
	Application of WSNs and Multi-UAVs in Disaster Management
	Cloud and Uavs as a Solution to Disaster Management
	IoT-Based UAVs for Disaster Management
	Deep Learning-Based Image Classification  for Disaster Management
	Conclusion
	References
Chapter 10
Blockchain-Based Methods to Overcome Security Issues in Drones
	Abstract
	Introduction
	Attacks on Drones
		Dictionary Attacks
		Brute Force
		Statistical Attacks
		Man in Middle Attack
		Deauthenticating Owner
		Unauthorized Root Access Attack
	Various Methods to Overcome Cyber Attacks in UAVs
		Blockchain
		Multi-Stage Defensive Architecture
		One Time Password Protection
		Intrusion Detection System
	Conclusion
	References
About the Editors
Index
Blank Page