{"product_id":"drone-technology-9781394166534","title":"Drone Technology","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003eDRONE TECHNOLOGY This book provides a holistic and valuable insight into the revolutionary world of unmanned aerial vehicles (UAV).    The book elucidates the revolutionary and riveting research in the ultramodern domain of drone technologies, drone-enabled IoT applications, and artificial intelligence-based smart surveillance. The book explains the most recent developments in the field, challenges, and future scope of drone technologies. Beyond that, it discusses the importance of a wide range of design applications, drone\/UAV development, and drone-enabled smart healthcare systems for smart cities. It describes pioneering work on mitigating cyber security threats by employing intelligent machine learning models in the designing of IoT-aided drones. The book also has a fascinating chapter on application intrusion detection by drones using recurrent neural networks. Other chapters address interdisciplinary fields like artificial intelligence, deep learning, the role of drones in health\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003e\u003cp\u003ePreface xvii\u003c\/p\u003e \u003cp\u003e\u003cb\u003e1 Drone Technologies: State-of-the-Art, Challenges, and Future Scope 1\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eArun Agarwal, Chandan Mohanta and Saurabh Narendra Mehta\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e1.1 Introduction 2\u003c\/p\u003e \u003cp\u003e1.2 Forces Acting on a Drone 3\u003c\/p\u003e \u003cp\u003e1.3 Principal Axes 3\u003c\/p\u003e \u003cp\u003e1.4 Broad Classification of Drones 3\u003c\/p\u003e \u003cp\u003e1.4.1 Fixed-Wing Drones 3\u003c\/p\u003e \u003cp\u003e1.4.1.1 Advantages 4\u003c\/p\u003e \u003cp\u003e1.4.1.2 Disadvantages 5\u003c\/p\u003e \u003cp\u003e1.4.2 Lighter-Than-Air Systems 5\u003c\/p\u003e \u003cp\u003e1.4.2.1 Advantages 5\u003c\/p\u003e \u003cp\u003e1.4.2.2 Disadvantages 6\u003c\/p\u003e \u003cp\u003e1.4.3 Multi-Rotor Configuration 6\u003c\/p\u003e \u003cp\u003e1.4.3.1 Advantages 6\u003c\/p\u003e \u003cp\u003e1.4.3.2 Disadvantages 7\u003c\/p\u003e \u003cp\u003e1.5 Military Necessity of Drones 7\u003c\/p\u003e \u003cp\u003e1.5.1 Features of Sixth-Generation Fighter Planes 7\u003c\/p\u003e \u003cp\u003e1.5.1.1 Introduction 7\u003c\/p\u003e \u003cp\u003e1.5.1.2 Cyber Warfare and Cyber Security 9\u003c\/p\u003e \u003cp\u003e1.5.1.3 Artificial Intelligence 9\u003c\/p\u003e \u003cp\u003e1.5.1.4 Drones and Drone Swarms 10\u003c\/p\u003e \u003cp\u003e1.5.1.5 Directed Energy Weapons 10\u003c\/p\u003e \u003cp\u003e1.5.2 Pseudo Satellite of HAL 11\u003c\/p\u003e \u003cp\u003e1.5.3 Surface to Air Missile vs. Modern Fighter Aircraft 13\u003c\/p\u003e \u003cp\u003e1.5.4 Drones as Weapons of Mass Destruction 14\u003c\/p\u003e \u003cp\u003e1.6 Conclusion and Future Scope 16\u003c\/p\u003e \u003cp\u003eReferences 17\u003c\/p\u003e \u003cp\u003e\u003cb\u003e2 Introduction to Drone Flights—An Eye Witness for Flying Devices to the New Destinations 21\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eS. Venkata Achuta Rao, P. Srilatha, G.V.R.K. Acharyulu and G. Suryanarayana\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e2.1 Introduction 22\u003c\/p\u003e \u003cp\u003e2.1.1 Brief History 23\u003c\/p\u003e \u003cp\u003e2.1.2 The Indomitable Significance of Drone Technology 23\u003c\/p\u003e \u003cp\u003e2.1.3 Trends 24\u003c\/p\u003e \u003cp\u003e2.2 How Drones Work and Their Anatomy 25\u003c\/p\u003e \u003cp\u003e2.2.1 Anatomy of a Drone 25\u003c\/p\u003e \u003cp\u003e2.2.1.1 Propellers 25\u003c\/p\u003e \u003cp\u003e2.2.1.2 Brushless Motors 26\u003c\/p\u003e \u003cp\u003e2.2.1.3 Landing Gear 26\u003c\/p\u003e \u003cp\u003e2.2.1.4 Electronic Speed Controllers [ESC] 26\u003c\/p\u003e \u003cp\u003e2.2.1.5 Flight Controller 26\u003c\/p\u003e \u003cp\u003e2.2.1.6 Receiver 27\u003c\/p\u003e \u003cp\u003e2.2.1.7 Transmitter 27\u003c\/p\u003e \u003cp\u003e2.2.1.8 GPS Module 27\u003c\/p\u003e \u003cp\u003e2.2.1.9 Battery 27\u003c\/p\u003e \u003cp\u003e2.2.1.10 Camera 28\u003c\/p\u003e \u003cp\u003e2.2.2 Types of Drones 28\u003c\/p\u003e \u003cp\u003e2.2.2.1 Sub-System of UAVs 29\u003c\/p\u003e \u003cp\u003e2.2.2.2 Other Specific Types of Drones 29\u003c\/p\u003e \u003cp\u003e2.2.3 Components of Drones 32\u003c\/p\u003e \u003cp\u003e2.2.3.1 Hardware 32\u003c\/p\u003e \u003cp\u003e2.2.3.2 Software 33\u003c\/p\u003e \u003cp\u003e2.2.3.3 Other Specific Components 33\u003c\/p\u003e \u003cp\u003e2.3 Salient Features and Important Codes with Public Awareness with Respect to Safety and Necessary Precautionary Points 36\u003c\/p\u003e \u003cp\u003e2.3.1 Safety and Legal Note 36\u003c\/p\u003e \u003cp\u003e2.3.2 Public Perception 36\u003c\/p\u003e \u003cp\u003e2.3.3 Crew 36\u003c\/p\u003e \u003cp\u003e2.3.4 Know Before You Fly 36\u003c\/p\u003e \u003cp\u003e2.3.5 Simulation Training 37\u003c\/p\u003e \u003cp\u003e2.3.6 Mapping Configuration 37\u003c\/p\u003e \u003cp\u003e2.3.7 Mapping BFS Camera and Mapping Camera Mount 37\u003c\/p\u003e \u003cp\u003e2.3.8 Equipment to Remove 38\u003c\/p\u003e \u003cp\u003e2.3.9 Flight Planning 38\u003c\/p\u003e \u003cp\u003e2.3.10 Post Processing Data 39\u003c\/p\u003e \u003cp\u003e2.4 Top 10 Stunning Applications of Drone Technology 39\u003c\/p\u003e \u003cp\u003e2.4.1 Aerial Photography 40\u003c\/p\u003e \u003cp\u003e2.4.2 Shipping and Delivery 40\u003c\/p\u003e \u003cp\u003e2.4.3 Geographic Mapping 40\u003c\/p\u003e \u003cp\u003e2.4.4 Disaster Management 40\u003c\/p\u003e \u003cp\u003e2.4.5 Precision Agriculture 40\u003c\/p\u003e \u003cp\u003e2.4.6 Search and Rescue 41\u003c\/p\u003e \u003cp\u003e2.4.7 Weather Forecast 41\u003c\/p\u003e \u003cp\u003e2.4.8 Wildlife Monitoring 41\u003c\/p\u003e \u003cp\u003e2.4.9 Law Enforcement 41\u003c\/p\u003e \u003cp\u003e2.4.10 Entertainment 42\u003c\/p\u003e \u003cp\u003e2.5 Drones in Enterprises: What Value Do They Add? Work Place Safety and Industry Benchmarks 42\u003c\/p\u003e \u003cp\u003e2.5.1 Total Workplace Safety with Drones 43\u003c\/p\u003e \u003cp\u003e2.5.2 Future of Drones with Idea Forge’s Industry Benchmarks 43\u003c\/p\u003e \u003cp\u003e2.6 Advantages and Disadvantages of Drones 44\u003c\/p\u003e \u003cp\u003e2.6.1 Significant Advantages 45\u003c\/p\u003e \u003cp\u003e2.6.2 Disadvantages of Drones 45\u003c\/p\u003e \u003cp\u003e2.6.3 Significant Disadvantages 46\u003c\/p\u003e \u003cp\u003e2.6.4 Best Uses for Drones and Its Applications 46\u003c\/p\u003e \u003cp\u003e2.7 Drone Technology as Career and Offered Jobs in the Current Industry 47\u003c\/p\u003e \u003cp\u003e2.8 Societal Impact—Commercial Drones 47\u003c\/p\u003e \u003cp\u003e2.9 Drones Research Challenges and Solutions 48\u003c\/p\u003e \u003cp\u003e2.10 Conclusion 49\u003c\/p\u003e \u003cp\u003eReferences 50\u003c\/p\u003e \u003cp\u003e\u003cb\u003e3 Drone\/UAV Design Development is Important in a Wide Range of Applications: A Critical Review 53\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eM. V. Kamal, P. Dileep, G. Sharada, V. Suneetha and M. Gayatri\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e3.1 Introduction 54\u003c\/p\u003e \u003cp\u003e3.2 Classification of Various Categories of Air Drones 55\u003c\/p\u003e \u003cp\u003e3.2.1 VTOL and HTOL UAVs 57\u003c\/p\u003e \u003cp\u003e3.2.2 Tilt-Body, Tilt-Rotor, and Tilt-Wingducted Fan UAVs 57\u003c\/p\u003e \u003cp\u003e3.2.3 Heli-Wing and Helicopter UAVs 58\u003c\/p\u003e \u003cp\u003e3.3 Drones Acting on Various Industries 58\u003c\/p\u003e \u003cp\u003e3.3.1 Military Drones 58\u003c\/p\u003e \u003cp\u003e3.3.2 Medical Drones 58\u003c\/p\u003e \u003cp\u003e3.3.3 Agricultural Drones 62\u003c\/p\u003e \u003cp\u003e3.4 Conclusions and Future Scope 62\u003c\/p\u003e \u003cp\u003eReferences 63\u003c\/p\u003e \u003cp\u003e\u003cb\u003e4 A Comprehensive Study on Design and Control of Unmanned Aerial Vehicles 69\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eP. Venkateshwar Reddy, P. Srinivasa Rao, M. Hrishikesh and C. Satya Kumar\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e4.1 Introduction 70\u003c\/p\u003e \u003cp\u003e4.2 Classification of Drones 72\u003c\/p\u003e \u003cp\u003e4.3 Flight Performance Analysis 75\u003c\/p\u003e \u003cp\u003e4.4 Dynamics and Design Objectives of Drones 79\u003c\/p\u003e \u003cp\u003e4.4.1 Drone Dynamics 79\u003c\/p\u003e \u003cp\u003e4.4.2 Design Objectives and Scaling Laws 80\u003c\/p\u003e \u003cp\u003e4.4.3 Energy Utilization 81\u003c\/p\u003e \u003cp\u003e4.4.4 Agility and Speed 81\u003c\/p\u003e \u003cp\u003e4.4.5 Survivability and Robustness 83\u003c\/p\u003e \u003cp\u003e4.4.6 Low-Level Control and Stabilization 83\u003c\/p\u003e \u003cp\u003e4.5 Design Methods and Challenges 86\u003c\/p\u003e \u003cp\u003e4.5.1 Proposed Solutions for Design Challenges 87\u003c\/p\u003e \u003cp\u003e4.6 Guidance, Navigation, and Control of Drones 88\u003c\/p\u003e \u003cp\u003e4.7 Conclusion 92\u003c\/p\u003e \u003cp\u003eReferences 93\u003c\/p\u003e \u003cp\u003e\u003cb\u003e5 Some Studies of the Latest Artificial Intelligence Applications of Drones are Explored in Detail with Application Phenomena 99\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eG. Vaitheeswaran, B. Sundaravadivazhagan and Karthikeyan\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5.1 Introduction 100\u003c\/p\u003e \u003cp\u003e5.2 Evolution of the Drone 101\u003c\/p\u003e \u003cp\u003e5.2.1 Military Drones 102\u003c\/p\u003e \u003cp\u003e5.2.2 Commercial Drones 103\u003c\/p\u003e \u003cp\u003e5.3 Drone Features 104\u003c\/p\u003e \u003cp\u003e5.4 AI Meets Drones 105\u003c\/p\u003e \u003cp\u003e5.5 Use Cases 109\u003c\/p\u003e \u003cp\u003e5.5.1 Army 109\u003c\/p\u003e \u003cp\u003e5.5.2 Weather Forecast 111\u003c\/p\u003e \u003cp\u003e5.5.3 Industry 112\u003c\/p\u003e \u003cp\u003e5.5.4 Agriculture 113\u003c\/p\u003e \u003cp\u003e5.5.5 Logistics 113\u003c\/p\u003e \u003cp\u003e5.6 Conclusion 115\u003c\/p\u003e \u003cp\u003eReferences 115\u003c\/p\u003e \u003cp\u003e\u003cb\u003e6 Drone Technologies: Aviation Strategies, Challenges, and Applications 117\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eDevshri Satyarthi, K.V. Arya and Manish Dixit\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.1 Introduction 118\u003c\/p\u003e \u003cp\u003e6.1.1 Categorization of Unmanned Aerial Vehicle (UAV) 119\u003c\/p\u003e \u003cp\u003e6.1.1.1 Classification Based on Size 119\u003c\/p\u003e \u003cp\u003e6.1.1.2 Classification Based on Range, Endurance, and Altitude 121\u003c\/p\u003e \u003cp\u003e6.1.1.3 Classification Based on Weight 121\u003c\/p\u003e \u003cp\u003e6.1.1.4 Classification Based on Engine Type 122\u003c\/p\u003e \u003cp\u003e6.1.1.5 Classification Based on Configuration 122\u003c\/p\u003e \u003cp\u003e6.1.1.6 Classification Based on Mechanical Design and Analysis 123\u003c\/p\u003e \u003cp\u003e6.1.2 Specification of Drones 123\u003c\/p\u003e \u003cp\u003e6.2 Drone Technology 124\u003c\/p\u003e \u003cp\u003e6.2.1 Drone Monitoring Equipment 125\u003c\/p\u003e \u003cp\u003e6.2.2 Drone Countermeasure Equipment 127\u003c\/p\u003e \u003cp\u003e6.2.3 Collision Avoidance and Obstacle Detection Technology 129\u003c\/p\u003e \u003cp\u003e6.2.4 Flight Controllers, Gyroscope Stabilization, and IMU 129\u003c\/p\u003e \u003cp\u003e6.2.5 Drone Propulsion Technology 130\u003c\/p\u003e \u003cp\u003e6.2.6 Real-Time Telemetry Flight Parameters 130\u003c\/p\u003e \u003cp\u003e6.2.7 No Fly Zone Drone Technology 130\u003c\/p\u003e \u003cp\u003e6.2.8 LED Flight Indicators 130\u003c\/p\u003e \u003cp\u003e6.2.9 Drones with High Performance Camera 131\u003c\/p\u003e \u003cp\u003e6.2.10 Remote Control System and Receiver of UAV 131\u003c\/p\u003e \u003cp\u003e6.2.11 Range Extender UAV Technology 131\u003c\/p\u003e \u003cp\u003e6.2.12 Video Editing Software 131\u003c\/p\u003e \u003cp\u003e6.2.13 Operating Systems in Drone 131\u003c\/p\u003e \u003cp\u003e6.2.14 Drone Security and Hacking 131\u003c\/p\u003e \u003cp\u003e6.2.15 Modern Top Technology (Drones with Camera) 132\u003c\/p\u003e \u003cp\u003e6.2.16 Intelligent Flight Systems 133\u003c\/p\u003e \u003cp\u003e6.2.17 Drones For Tracking 133\u003c\/p\u003e \u003cp\u003e6.3 India 2021: The Drone Policy and Rules 133\u003c\/p\u003e \u003cp\u003e6.3.1 India Policy Guideline for Drones 133\u003c\/p\u003e \u003cp\u003e6.3.2 Drone Rules 2021 136\u003c\/p\u003e \u003cp\u003e6.4 Unmanned Aerial Vehicle (UAV) or Drone Application 137\u003c\/p\u003e \u003cp\u003e6.4.1 Precision Agriculture 137\u003c\/p\u003e \u003cp\u003e6.4.1.1 Related Work 138\u003c\/p\u003e \u003cp\u003e6.4.1.2 Uses of UAV in Precision Agriculture 139\u003c\/p\u003e \u003cp\u003e6.4.1.3 Challenges 140\u003c\/p\u003e \u003cp\u003e6.4.1.4 Research Trends 140\u003c\/p\u003e \u003cp\u003e6.4.1.5 Future Insights 141\u003c\/p\u003e \u003cp\u003e6.4.2 Surveillance Applications of UAVs 141\u003c\/p\u003e \u003cp\u003e6.4.2.1 Literature Review 141\u003c\/p\u003e \u003cp\u003e6.4.2.2 State-of-the-Art Research 142\u003c\/p\u003e \u003cp\u003e6.4.2.3 Product Introduction 142\u003c\/p\u003e \u003cp\u003e6.4.2.4 Research Trends and Future Insights 142\u003c\/p\u003e \u003cp\u003e6.4.3 Search and Rescue (SAR) 142\u003c\/p\u003e \u003cp\u003e6.4.3.1 How SAR Operations Utilize UAVs 143\u003c\/p\u003e \u003cp\u003e6.4.3.2 Challenges 143\u003c\/p\u003e \u003cp\u003e6.4.3.3 Research Trends 143\u003c\/p\u003e \u003cp\u003e6.4.3.4 Future Insights 143\u003c\/p\u003e \u003cp\u003e6.4.4 Construction and Infrastructure Inspection 144\u003c\/p\u003e \u003cp\u003e6.4.4.1 Literature Review 144\u003c\/p\u003e \u003cp\u003e6.4.4.2 Deployment of Drone for Construction and Infrastructure Inspection Applications 144\u003c\/p\u003e \u003cp\u003e6.4.4.3 Challenges 144\u003c\/p\u003e \u003cp\u003e6.4.4.4 Research Trends 144\u003c\/p\u003e \u003cp\u003e6.4.4.5 Future Insights 145\u003c\/p\u003e \u003cp\u003e6.4.5 Delivery of Goods 145\u003c\/p\u003e \u003cp\u003e6.4.5.1 UAVs-Based Goods Delivery System 145\u003c\/p\u003e \u003cp\u003e6.4.5.2 Challenges 145\u003c\/p\u003e \u003cp\u003e6.4.5.3 Research Trends 146\u003c\/p\u003e \u003cp\u003e6.4.5.4 Future Insights 146\u003c\/p\u003e \u003cp\u003e6.5 Conclusion 147\u003c\/p\u003e \u003cp\u003eReferences 147\u003c\/p\u003e \u003cp\u003e\u003cb\u003e7 AI Applications of Drones 153\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eLNC Prakash K., Santosh Kumar Ravva, M.V. Rathnamma and G. Suryanarayana\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.1 Introduction 154\u003c\/p\u003e \u003cp\u003e7.2 Review of Literature 159\u003c\/p\u003e \u003cp\u003e7.3 AI in Drone Navigation 165\u003c\/p\u003e \u003cp\u003e7.4 Companies that Use the AI Drone to Solve Big Problems 166\u003c\/p\u003e \u003cp\u003e7.5 Drone Applications Using AI 169\u003c\/p\u003e \u003cp\u003e7.6 Issues in the Integration of AI with Drones 176\u003c\/p\u003e \u003cp\u003e7.7 Conclusion 177\u003c\/p\u003e \u003cp\u003eReferences 179\u003c\/p\u003e \u003cp\u003e\u003cb\u003e8 Applications of Drones—A Review 183\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eSwathi Gowroju and Santhosh Ramchander N.\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e8.1 Introduction 184\u003c\/p\u003e \u003cp\u003e8.2 Drone Hardware 188\u003c\/p\u003e \u003cp\u003e8.3 Components of UAV 189\u003c\/p\u003e \u003cp\u003e8.4 Literature Survey 190\u003c\/p\u003e \u003cp\u003e8.4.1 Applications of Drones in Aerial Systems 190\u003c\/p\u003e \u003cp\u003e8.4.2 Applications of Drones in Oil and Gas Industries 194\u003c\/p\u003e \u003cp\u003e8.4.3 Applications of Drones in Military 195\u003c\/p\u003e \u003cp\u003e8.4.4 Applications of Drones in Mines 195\u003c\/p\u003e \u003cp\u003e8.4.4.1 Underground Mine Geotechnical Characterization 196\u003c\/p\u003e \u003cp\u003e8.4.4.2 Underground Mine Rock Size Distribution Analysis 196\u003c\/p\u003e \u003cp\u003e8.4.4.3 Underground Coal Mine Gas Detection 196\u003c\/p\u003e \u003cp\u003e8.5 Analysis and Discussion 196\u003c\/p\u003e \u003cp\u003eConclusion 203\u003c\/p\u003e \u003cp\u003eReferences 204\u003c\/p\u003e \u003cp\u003e\u003cb\u003e9 Drone Enables IoT Applications for Smart Cities 207\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eR. Santosh Kumar, LNC Prakash K. and G. Suryanarayana\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e9.1 Introduction to Smart Cities 208\u003c\/p\u003e \u003cp\u003e9.2 Components and Characteristics of Smart Cities 209\u003c\/p\u003e \u003cp\u003e9.2.1 Smart Healthcare 210\u003c\/p\u003e \u003cp\u003e9.2.2 Smart Transportation 210\u003c\/p\u003e \u003cp\u003e9.2.3 Smart Pollution Monitoring System 211\u003c\/p\u003e \u003cp\u003e9.2.4 Smart Infrastructure and Building 212\u003c\/p\u003e \u003cp\u003e9.2.5 Smart Building 212\u003c\/p\u003e \u003cp\u003e9.3 The Role of IoT in Smart Cities 213\u003c\/p\u003e \u003cp\u003e9.3.1 Road Traffic 213\u003c\/p\u003e \u003cp\u003e9.3.2 Smart Parking 214\u003c\/p\u003e \u003cp\u003e9.3.3 Public Transport 214\u003c\/p\u003e \u003cp\u003e9.3.4 Utilities 215\u003c\/p\u003e \u003cp\u003e9.3.4.1 Billing and Smart Meters 215\u003c\/p\u003e \u003cp\u003e9.3.4.2 Disclosing Consumption Habits 215\u003c\/p\u003e \u003cp\u003e9.3.4.3 Remote Surveillance 215\u003c\/p\u003e \u003cp\u003e9.3.5 Waste Management 215\u003c\/p\u003e \u003cp\u003e9.3.6 Environment 216\u003c\/p\u003e \u003cp\u003e9.3.7 Public Safety 216\u003c\/p\u003e \u003cp\u003e9.3.8 Security and Privacy for Smart Cities 216\u003c\/p\u003e \u003cp\u003e9.4 General Approach to Implement IoT Solutions in Smart City Design 217\u003c\/p\u003e \u003cp\u003e9.5 Challenges in IoT Solutions to Use in Smart City Design 219\u003c\/p\u003e \u003cp\u003e9.6 Introduction to Unmanned Aerial Vehicles 221\u003c\/p\u003e \u003cp\u003e9.7 Opportunities and Challenges of UAV’s in Smart Cities 222\u003c\/p\u003e \u003cp\u003e9.8 Drone-Enabled IoT 224\u003c\/p\u003e \u003cp\u003e9.8.1 Drone-Enabled IoT for Disaster Management 224\u003c\/p\u003e \u003cp\u003e9.8.2 Drone-Enabled IoT for Public Safety 225\u003c\/p\u003e \u003cp\u003e9.8.3 Drone-Enabled IoT for Data Collection 226\u003c\/p\u003e \u003cp\u003e9.8.4 Drones and IoT for Improving Life Quality 227\u003c\/p\u003e \u003cp\u003e9.8.5 Drone-Enabled IoT for Energy Efficiency 227\u003c\/p\u003e \u003cp\u003e9.8.6 Privacy and Security Issues in Drone-Enabled IoT 228\u003c\/p\u003e \u003cp\u003e9.9 Conclusion and Future Scope 229\u003c\/p\u003e \u003cp\u003eReferences 229\u003c\/p\u003e \u003cp\u003e\u003cb\u003e10 AI-Based Smart Surveillance for Drowning and Theft Detection in Beaches Using Drones 243\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eV. Sakthivel, Suriya E., Jae Woo Lee and P. Prakash\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.1 Introduction 244\u003c\/p\u003e \u003cp\u003e10.2 Literature Survey 244\u003c\/p\u003e \u003cp\u003e10.3 Proposed Model 245\u003c\/p\u003e \u003cp\u003e10.3.1 Drown Detection by Deep Learning Methods 245\u003c\/p\u003e \u003cp\u003e10.3.2 People Alert System Using BLE Beacons 250\u003c\/p\u003e \u003cp\u003e10.3.3 Abnormal Event Monitoring for Theft Detection 251\u003c\/p\u003e \u003cp\u003e10.4 Deep Learning Model Safeties 252\u003c\/p\u003e \u003cp\u003e10.5 Performance Evaluation 254\u003c\/p\u003e \u003cp\u003e10.6 Conclusion 254\u003c\/p\u003e \u003cp\u003e10.7 Conclusion and Future Work 255\u003c\/p\u003e \u003cp\u003eAcknowledgements 256\u003c\/p\u003e \u003cp\u003eReferences 256\u003c\/p\u003e \u003cp\u003e\u003cb\u003e11 Algorithms to Mitigate Cyber Security Threats by Employing Intelligent Machine Learning Models in the Design of IoT-Aided Drones 257\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eDevee Siva Prasad, Pyla Jyothi, G. Suryanarayana and Sachi Nandan Mohanty\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11.1 Introduction 258\u003c\/p\u003e \u003cp\u003e11.2 Research Methodology 260\u003c\/p\u003e \u003cp\u003e11.3 Motivation 260\u003c\/p\u003e \u003cp\u003e11.4 Machine Learning for Drone Security 262\u003c\/p\u003e \u003cp\u003e11.5 Use of AI in Cyber Security 266\u003c\/p\u003e \u003cp\u003e11.6 Use of AI in System to Achieve Robustness, Resilience and Response 267\u003c\/p\u003e \u003cp\u003e11.7 NIC Algorithms in Cyber Security 271\u003c\/p\u003e \u003cp\u003e11.8 Example Systems for AI and ML Applications for Cyber Security Diagnose 272\u003c\/p\u003e \u003cp\u003e11.9 Introduction of New Threats 274\u003c\/p\u003e \u003cp\u003e11.10 Areas were Malicious Use of Deepfakes is Trending 276\u003c\/p\u003e \u003cp\u003e11.11 Model-Aided Deep Reinforcement Learning for Sample- Efficient UAV Trajectory Design in IoT Networks 276\u003c\/p\u003e \u003cp\u003e11.12 Model-Aided Deep Q-Learning 278\u003c\/p\u003e \u003cp\u003e11.13 Algorithm Model-Aided Deep Q-Learning Trajectory Design 280\u003c\/p\u003e \u003cp\u003e11.13.1 Numerical Results 281\u003c\/p\u003e \u003cp\u003e11.14 Machine Learning for Drone Security 282\u003c\/p\u003e \u003cp\u003e11.15 Surveillance 283\u003c\/p\u003e \u003cp\u003e11.16 Technologies Driving Drones’ Success 284\u003c\/p\u003e \u003cp\u003e11.17 Related Work 286\u003c\/p\u003e \u003cp\u003e11.18 Drones for Public Safety 289\u003c\/p\u003e \u003cp\u003e11.19 Securing Drones 292\u003c\/p\u003e \u003cp\u003e11.19.1 Machine and Deep Learning Models 293\u003c\/p\u003e \u003cp\u003e11.20 Future Work 294\u003c\/p\u003e \u003cp\u003e11.21 Contributions 295\u003c\/p\u003e \u003cp\u003eConclusion 295\u003c\/p\u003e \u003cp\u003eReferences 296\u003c\/p\u003e \u003cp\u003e\u003cb\u003e12 IoT-Enabled Unmanned Aerial Vehicle: An Emerging Trend in Precision Farming 301\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eGayatri Phade, A. T. Kishore, S. Omkar and M. Suresh Kumar\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e12.1 Introduction to IoT Enabled UAV 302\u003c\/p\u003e \u003cp\u003e12.2 Drones in Precision Farming 306\u003c\/p\u003e \u003cp\u003e12.2.1 Types of Agriculture Drones for Precision Agriculture 308\u003c\/p\u003e \u003cp\u003e12.2.2 Drone Architecture for Precision Farming 310\u003c\/p\u003e \u003cp\u003e12.2.3 IoT-Enabled Drone in Precision Farming 311\u003c\/p\u003e \u003cp\u003e12.2.4 Safety and Security in IoT-Enabled Drones in Precision Farming 316\u003c\/p\u003e \u003cp\u003e12.2.5 IoT Architecture in Drone 316\u003c\/p\u003e \u003cp\u003e12.3 Challenges and Future Scope in IoT-Enabled Drone 319\u003c\/p\u003e \u003cp\u003e12.4 Results and Discussion 320\u003c\/p\u003e \u003cp\u003eAcknowledgement 322\u003c\/p\u003e \u003cp\u003eReferences 322\u003c\/p\u003e \u003cp\u003e\u003cb\u003e13 Unmanned Aerial Vehicle for Land Mine Detection and Illegal Migration Surveillance Support in Military Applications 325\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eC. Anil Kumar Reddy and B.Venkatesh\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e13.1 Introduction to Military Drones 326\u003c\/p\u003e \u003cp\u003e13.1.1 Unmanned Aerial Vehicle (UAV) 326\u003c\/p\u003e \u003cp\u003e13.1.2 UAV Types 329\u003c\/p\u003e \u003cp\u003e13.1.2.1 Multi-Rotor Drones 330\u003c\/p\u003e \u003cp\u003e13.1.3 Problem Statement 330\u003c\/p\u003e \u003cp\u003e13.1.4 Objective 330\u003c\/p\u003e \u003cp\u003e13.1.5 Previous Work 331\u003c\/p\u003e \u003cp\u003e13.2 Literature Review 331\u003c\/p\u003e \u003cp\u003e13.2.1 Need of Drones for Indian Borders 334\u003c\/p\u003e \u003cp\u003e13.2.2 UAV Technical Specifications 336\u003c\/p\u003e \u003cp\u003e13.3 Methodology of UAV’s in Military Applications 336\u003c\/p\u003e \u003cp\u003e13.3.1 Proposed System 336\u003c\/p\u003e \u003cp\u003e13.3.2 Methodology 337\u003c\/p\u003e \u003cp\u003e13.3.2.1 UAV Work Principle 337\u003c\/p\u003e \u003cp\u003e13.3.2.2 UAV Controls and Installation 338\u003c\/p\u003e \u003cp\u003e13.3.2.3 Drone Material and Frame 342\u003c\/p\u003e \u003cp\u003e13.3.2.4 Program Used\/Software Used (e.g., Aurdino) and Data Collection 342\u003c\/p\u003e \u003cp\u003e13.3.2.5 Illegal Migration Surveillance with Camera 343\u003c\/p\u003e \u003cp\u003e13.3.2.6 Data Collection from Mine Detector and Camera 344\u003c\/p\u003e \u003cp\u003e13.3.2.7 Testing Conditions Applied for this Drone 344\u003c\/p\u003e \u003cp\u003e13.4 Software Implementation 344\u003c\/p\u003e \u003cp\u003e13.4.1 Arduino IDE 345\u003c\/p\u003e \u003cp\u003e13.4.2 UAV Program\/Coding 345\u003c\/p\u003e \u003cp\u003eAppendix A 345\u003c\/p\u003e \u003cp\u003e13.5 Conclusion 348\u003c\/p\u003e \u003cp\u003eReferences 348\u003c\/p\u003e \u003cp\u003e\u003cb\u003e14 Importance of Drone Technology in Agriculture 351\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eKaruppiah Natarajan, Karthikeyan R. and Rajalingam S.\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e14.1 Introduction 352\u003c\/p\u003e \u003cp\u003e14.2 Components of a Drone 352\u003c\/p\u003e \u003cp\u003e14.3 Study of Natural Resources 355\u003c\/p\u003e \u003cp\u003e14.3.1 Study of Natural and Manmade Pastures 357\u003c\/p\u003e \u003cp\u003e14.3.2 Monitor Water Resources, Floods, and Droughts 357\u003c\/p\u003e \u003cp\u003e14.3.3 Study of Weather Patterns 357\u003c\/p\u003e \u003cp\u003e14.3.4 Monitoring of Soil Erosion 358\u003c\/p\u003e \u003cp\u003e14.3.5 Cloud Seeding 359\u003c\/p\u003e \u003cp\u003e14.4 Soil Fertility Management 359\u003c\/p\u003e \u003cp\u003e14.4.1 Management of Soils and Their Fertility 360\u003c\/p\u003e \u003cp\u003e14.4.2 Variable-Rate Technology for Soil Fertility Management 361\u003c\/p\u003e \u003cp\u003e14.5 Irrigation and Water Management 362\u003c\/p\u003e \u003cp\u003e14.5.1 Crop Water Stress Index 363\u003c\/p\u003e \u003cp\u003e14.5.2 Drones to Monitor Water Resources 363\u003c\/p\u003e \u003cp\u003e14.5.3 Drones to Design an Irrigation System 364\u003c\/p\u003e \u003cp\u003e14.6 Crop Disease Identification 365\u003c\/p\u003e \u003cp\u003e14.6.1 Monitoring and Identification Using Different Drone Platforms and Peripherals 365\u003c\/p\u003e \u003cp\u003e14.6.2 Disease Symptoms 366\u003c\/p\u003e \u003cp\u003e14.6.2.1 Sheath Blight 366\u003c\/p\u003e \u003cp\u003e14.6.2.2 Narrow Brown Leaf Spot 367\u003c\/p\u003e \u003cp\u003e14.7 Pest Control Management 368\u003c\/p\u003e \u003cp\u003e14.7.1 Drones Offer a Sustainable Pest Control Solution 368\u003c\/p\u003e \u003cp\u003e14.8 Agricultural Drones to Improve Crop Yield Management Efficiency 369\u003c\/p\u003e \u003cp\u003e14.9 Issues and Challenges 370\u003c\/p\u003e \u003cp\u003e14.9.1 Power Source and Flight Time 370\u003c\/p\u003e \u003cp\u003e14.9.2 High Capital Cost 371\u003c\/p\u003e \u003cp\u003e14.9.3 The Capacity of the Tank to Carry Fertilizer and Water for Spraying 372\u003c\/p\u003e \u003cp\u003e14.9.4 Lack of Technical Skills to Operate, Repair, and Service 372\u003c\/p\u003e \u003cp\u003e14.9.5 Job Loss of Existing Farm Workers 372\u003c\/p\u003e \u003cp\u003e14.10 Conclusion 372\u003c\/p\u003e \u003cp\u003eReferences 373\u003c\/p\u003e \u003cp\u003e\u003cb\u003e15 Network Intrusion Detection of Drones Using Recurrent Neural Networks 375\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eYadala Sucharitha, Pundru Chandra Shaker Reddy and G. Suryanarayana\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e15.1 Introduction 376\u003c\/p\u003e \u003cp\u003e15.2 Related Works 378\u003c\/p\u003e \u003cp\u003e15.3 Drone Intrusion Detection Methodology 380\u003c\/p\u003e \u003cp\u003e15.3.1 Drone RNN 381\u003c\/p\u003e \u003cp\u003e15.3.2 Data Collector 382\u003c\/p\u003e \u003cp\u003e15.3.3 Centralized-RNN 383\u003c\/p\u003e \u003cp\u003e15.3.4 Decision-Maker 383\u003c\/p\u003e \u003cp\u003e15.4 Results and Discussion 384\u003c\/p\u003e \u003cp\u003e15.4.1 Model Assessment 384\u003c\/p\u003e \u003cp\u003e15.4.2 Performance Analysis 384\u003c\/p\u003e \u003cp\u003e15.4.3 LSTM_RNN Performance over UNSW-NB 15\u003c\/p\u003e \u003cp\u003eDataset 385\u003c\/p\u003e \u003cp\u003e15.5 Conclusion 388\u003c\/p\u003e \u003cp\u003eReferences 388\u003c\/p\u003e \u003cp\u003e\u003cb\u003e16 Drone-Enabled Smart Healthcare System for Smart Cities 393\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eSubasish Mohapatra, Amlan Sahoo, Subhadarshini Mohanty and Sachi Nandan Mohanty\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e16.1 Introduction 394\u003c\/p\u003e \u003cp\u003e16.2 Related Works 397\u003c\/p\u003e \u003cp\u003e16.3 Applications of Drones 399\u003c\/p\u003e \u003cp\u003e16.4 Suggested Framework 411\u003c\/p\u003e \u003cp\u003e16.5 Challenges 415\u003c\/p\u003e \u003cp\u003e16.6 Conclusion 418\u003c\/p\u003e \u003cp\u003eFuture Scopes 419\u003c\/p\u003e \u003cp\u003eReferences 420\u003c\/p\u003e \u003cp\u003e\u003cb\u003e17 Drone Delivery 425\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eV. Sakthivel, Sourav Patel, Jae Woo Lee and P. Prakash\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e17.1 Introduction 426\u003c\/p\u003e \u003cp\u003e17.2 History of Drones 427\u003c\/p\u003e \u003cp\u003e17.3 Drone Delivery in Healthcare 432\u003c\/p\u003e \u003cp\u003e17.4 Drone Delivery of Food 432\u003c\/p\u003e \u003cp\u003e17.5 Drone Delivery in Postal Service 433\u003c\/p\u003e \u003cp\u003e17.6 Delivery of Goods 433\u003c\/p\u003e \u003cp\u003eAcknowledgements 439\u003c\/p\u003e \u003cp\u003eReferences 439\u003c\/p\u003e \u003cp\u003eIndex 441\u003c\/p\u003e","brand":"John Wiley \u0026 Sons Inc","offers":[{"title":"Default Title","offer_id":49407596462423,"sku":"9781394166534","price":153.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781394166534.jpg?v=1730499882","url":"https:\/\/bookcurl.com\/products\/drone-technology-9781394166534","provider":"Book Curl","version":"1.0","type":"link"}