Mastering Drone Technology with AI: A comprehensive guide to drone operations and techniques (English Edition)

Description

“Mastering Drone Technology with AI” is a detailed guide to the transformational power of AI in drone technology. It investigates how AI is transforming numerous elements of drone operations, from navigation and flight automation to data analysis and decision-making processes. The book gives readers a thorough knowledge of cutting-edge advancements including Machine Learning, computer vision, and autonomous flight systems, making it an indispensable resource for anybody interested in the convergence of AI and unmanned aerial vehicles (UAVs).

This book is a valuable resource for professionals in agriculture, logistics, surveillance, and environmental monitoring looking to integrate AI-powered drones into their work. It offers step-by-step guides and practical projects to help readers gain the skills needed to excel. By exploring the latest advancements and strategies, professionals can stay competitive in this rapidly evolving field. The book also covers safety and regulatory issues, ensuring that AI-equipped drones are used ethically and legally.

By promoting a thorough awareness of both the theoretical and practical elements of AI in drone technology, the book enables professionals to innovate and lead in their respective sectors.

Key Features

● Examine how AI transforms drones through advanced algorithms for navigation, automation, and data analysis.

● The book provides real-world examples of AI-enhanced drones in agriculture, logistics, and surveillance, along with insights into safety standards and regulations.

● It offers interactive learning through quizzes, case studies, and projects, plus resources for developers to create AI-powered drone solutions.

What you will learn

● Understand the basic components, types, and flying mechanisms of drones.

● Learn how AI enhances drone capabilities like object detection, navigation, and decision-making.

● Explore real-world uses of AI in drones for agriculture, surveillance, delivery, and environmental monitoring.

● Gain awareness of legal and ethical issues, including airspace regulations and privacy concerns.

● Get insights into future trends in drone technology and AI to stay ahead in this fast-growing industry.

Who this book is for

The target audience for this book includes undergraduate students from diverse academic backgrounds, including engineering, life sciences, mathematics, and technology. Additionally, it is beneficial for drone enthusiasts, tech experts, students, educators, industry professionals, academics, entrepreneurs, and policymakers interested in integrating AI with drones for a variety of applications.

Table of Contents

1. Introduction to Drones

2. Drone/UAV Design and Development

3. Quadrotors and Drone Programming

4. Drone Operations Optimizations

5. AI Integration in Drone Technology

6. Drone Security

7. Drones for Environmental Science

8. Drones for Smart Cities

9. Case Studies of Drone Applications

10. Future Trends in Drone Technology

From the Publisher

Curious About Drones? Start learning with this Book!

Drones, or unmanned aerial vehicles (UAVs), are aircraft that can fly autonomously or be remotely controlled. They are equipped with various sensors, cameras, and communication systems, enabling them to perform a wide range of tasks. From aerial photography and videography to precision agriculture, search and rescue operations, and package delivery, drones are revolutionizing industries and transforming the way we live.

Check out the essential components of a drone that are thoroughly explained in this book. Frame Propellers Electronic Speed Controllers (ESCs) Motors Flight Controller Battery Radio Transmitter and Receiver

Explore AI techniques and discover their impact on drone technology using this book!

Machine Learning (ML): Enables drones to learn from data, improving their performance over time.Deep Learning (DL): Processes complex visual information for tasks like object recognition and anomaly detection.Computer Vision (CV): Allows drones to perceive their surroundings, navigate autonomously, and avoid obstacles.Reinforcement Learning: Optimizes drone flight strategies through trial and error, enhancing performance.Natural Language Processing (NLP): Enables voice-controlled drones and human-drone interaction.Swarm Intelligence: Coordinates multiple drones for complex tasks like search and rescue.Sensor Fusion: Combines data from various sensors for improved accuracy and reliability.

Publisher ‏ : ‎ BPB Publications
Publication date ‏ : ‎ September 30, 2024
Language ‏ : ‎ English
Print length ‏ : ‎ 426 pages
ISBN-10 ‏ : ‎ 9365894956
ISBN-13 ‏ : ‎ 978-9365894950
Item Weight ‏ : ‎ 1.6 pounds
Dimensions ‏ : ‎ 7.5 x 0.96 x 9.25 inches
Best Sellers Rank: #1,026,427 in Books (See Top 100 in Books) #365 in Artificial Intelligence (Books) #2,033 in Artificial Intelligence & Semantics
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