{"product_id":"green-internet-of-things-and-machine-learning-towards-a-smart-sustainable-world-hardback-9781119792031","title":"Green Internet of Things and Machine Learning; Towards a Smart Sustainable World (Hardback) 9781119792031","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eGreen Internet of Things and Machine Learning\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eTowards a Smart Sustainable World\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eRoshani Raut (Edited by), C Raut (Author), Sandeep Kautish (Edited by), Zdzislaw Polkowski (Edited by), Anil Kumar (Edited by), Chuan-Ming Liu (Edited by)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781119792031, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 4 February 2022\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e384 pages\u003cbr\u003e1 x 1 x 1 cm, 0.454 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cb\u003eHealth Economics and Financing\u003c\/b\u003e \u003cp\u003e\u003cb\u003eEncapsulates different case studies where green-IOT and machine learning can be used for making significant progress towards improvising the quality of life and sustainable environment.\u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003eThe Internet of Things (IoT) is an evolving idea which is responsible for connecting billions of devices that acquire, perceive, and communicate data from their surroundings. Because this transmission of data uses significant energy, improving energy efficiency in IOT devices is a significant topic for research. The green internet of things (G-IoT) makes it possible for IoT devices to use less energy since intelligent processing and analysis are fundamental to constructing smart IOT applications with large data sets. Machine learning (ML) algorithms that can predict sustainable energy consumption can be used to prepare guidelines to make IoT device implementation easier. \u003c\/p\u003e\n\u003cp\u003e\u003ci\u003eGreen Internet of Things and Machine Learning \u003c\/i\u003elays the foundation of in-depth analysis of principles of Green-Internet of Things (G-IoT) using machine learning. It outlines various green ICT technologies, explores the potential towards diverse real-time areas, as well as highlighting various challenges and obstacles towards the implementation of G-IoT in the real world. Also, this book provides insights on how the machine learning and green IOT will impact various applications: It covers the Green-IOT and ML-based smart computing, ML techniques for reducing energy consumption in IOT devices, case studies of G-IOT and ML in the agricultural field, smart farming, smart transportation, banking industry and healthcare.  \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eAudience\u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003eThe book will be helpful for research scholars and researchers in the fields of computer science and engineering, information technology, electronics and electrical engineering. Industry experts, particularly in R\u0026amp;D divisions, can use this book as their problem-solving guide.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cp\u003ePreface xvii\u003c\/p\u003e \u003cp\u003e\u003cb\u003e1 G-IoT and ML for Smart Computing 1\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eKarunendra Verma, Vineet Raj Singh Kushwah and Nilesh\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e1.1 Introduction 2\u003c\/p\u003e \u003cp\u003e1.2 Machine Learning 2\u003c\/p\u003e \u003cp\u003e1.3 Deep Learning 6\u003c\/p\u003e \u003cp\u003e1.4 Correlation Between AI, ML, and dl 7\u003c\/p\u003e \u003cp\u003e1.5 Machine Learning–Based Smart Applications 7\u003c\/p\u003e \u003cp\u003e1.6 IoT 11\u003c\/p\u003e \u003cp\u003e1.7 Green IoT 12\u003c\/p\u003e \u003cp\u003e1.8 Green IoT–Based Technologies 13\u003c\/p\u003e \u003cp\u003e1.9 Life Cycle of Green IoT 16\u003c\/p\u003e \u003cp\u003e1.10 Applications 16\u003c\/p\u003e \u003cp\u003e1.11 Challenges and Opportunities for Green IoT 21\u003c\/p\u003e \u003cp\u003e1.12 Future of G-IoT 22\u003c\/p\u003e \u003cp\u003e1.13 Conclusion 22\u003c\/p\u003e \u003cp\u003eReferences 23\u003c\/p\u003e \u003cp\u003e\u003cb\u003e2 Machine Learning–Enabled Techniques for Reducing Energy Consumption of IoT Devices 27\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eYogini Dilip Borole, Jaya Dofe and C. G. Dethe\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e2.1 Introduction 28\u003c\/p\u003e \u003cp\u003e2.2 Internet of Things (IoT) 33\u003c\/p\u003e \u003cp\u003e2.3 Empowering Tools 35\u003c\/p\u003e \u003cp\u003e2.4 IoT in the Energy Sector 48\u003c\/p\u003e \u003cp\u003e2.5 Difficulties of Relating IoT 61\u003c\/p\u003e \u003cp\u003e2.6 Future Trends 66\u003c\/p\u003e \u003cp\u003e2.7 Conclusion 72\u003c\/p\u003e \u003cp\u003eReferences 73\u003c\/p\u003e \u003cp\u003e\u003cb\u003e3 Energy-Efficient Routing Infrastructure for Green IoT Network 87\u003cbr\u003e \u003c\/b\u003e\u003ci\u003ePradeep Bedi, S. B. Goyal, Jugnesh Kumar and Shailesh Kumar\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e3.1 Introduction 88\u003c\/p\u003e \u003cp\u003e3.2 Overview of IoT 89\u003c\/p\u003e \u003cp\u003e3.3 Perspectives of Green Computing: Green IoT 91\u003c\/p\u003e \u003cp\u003e3.4 Routing Protocols for Heterogeneous IoT 99\u003c\/p\u003e \u003cp\u003e3.5 Machine Learning Application in Green IoT 104\u003c\/p\u003e \u003cp\u003e3.6 Conclusion 107\u003c\/p\u003e \u003cp\u003eReferences 107\u003c\/p\u003e \u003cp\u003e\u003cb\u003e4 Green IoT Towards Environmentally Friendly, Sustainable and Revolutionized Farming 113\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eRavi Manne and Sneha Chowdary Kantheti\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e4.1 Introduction 114\u003c\/p\u003e \u003cp\u003e4.2 How is Machine Learning Used in Agricultural Field? 119\u003c\/p\u003e \u003cp\u003e4.3 What is IoT? How Can IoT Be Applied in Agriculture? 127\u003c\/p\u003e \u003cp\u003e4.4 What is Green IoT and Use of Green IoT in Agriculture? 130\u003c\/p\u003e \u003cp\u003e4.5 Conclusion: Risks of Using G-IoT in Agriculture 135\u003c\/p\u003e \u003cp\u003eReferences 138\u003c\/p\u003e \u003cp\u003e\u003cb\u003e5 CIoT: Internet of Green Things for Enhancement of Crop Data Using Analytics and Machine Learning 141\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eSahana Shetty and Narayana Swamy Ramaiah\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e5.1 Introduction 142\u003c\/p\u003e \u003cp\u003e5.2 Motivation 146\u003c\/p\u003e \u003cp\u003e5.3 Review of Literature 147\u003c\/p\u003e \u003cp\u003e5.4 Problem with Traditional Approach 154\u003c\/p\u003e \u003cp\u003e5.5 Tool Requirement 155\u003c\/p\u003e \u003cp\u003e5.6 Methodology 159\u003c\/p\u003e \u003cp\u003e5.7 Conclusion 160\u003c\/p\u003e \u003cp\u003eReferences 161\u003c\/p\u003e \u003cp\u003e\u003cb\u003e6 Smart Farming Through Deep Learning 163\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eSandeep Mathur, Disha Vaid and Ajay Rana\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e6.1 Introduction 163\u003c\/p\u003e \u003cp\u003e6.2 Literature Review 165\u003c\/p\u003e \u003cp\u003e6.3 Deep Learning in Agriculture 169\u003c\/p\u003e \u003cp\u003e6.4 Smart Farming 174\u003c\/p\u003e \u003cp\u003e6.5 Image Analysis of Agricultural Products 176\u003c\/p\u003e \u003cp\u003e6.6 Land-Quality Check 178\u003c\/p\u003e \u003cp\u003e6.7 Arduino-Based Soil Moisture Reading Kit 180\u003c\/p\u003e \u003cp\u003e6.8 Conclusion 183\u003c\/p\u003e \u003cp\u003e6.9 Future Work 184\u003c\/p\u003e \u003cp\u003eReferences 185\u003c\/p\u003e \u003cp\u003e\u003cb\u003e7 Green IoT and Machine Learning for Agricultural Applications 189\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eKeshavi Nalla and Seshu Vardhan Pothabathula\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e7.1 Introduction 190\u003c\/p\u003e \u003cp\u003e7.2 Green IoT 192\u003c\/p\u003e \u003cp\u003e7.3 Machine Learning 201\u003c\/p\u003e \u003cp\u003e7.4 Conclusion 210\u003c\/p\u003e \u003cp\u003eReferences 210\u003c\/p\u003e \u003cp\u003e\u003cb\u003e8 IoT-Enabled AI-Based Model to Assess Land Suitability for Crop Production 215\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eAneesha Gudavalli, G. JayaLakshmi and Suneetha Manne\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e8.1 Introduction 216\u003c\/p\u003e \u003cp\u003e8.2 Literature Survey 217\u003c\/p\u003e \u003cp\u003e8.3 Conclusion 235\u003c\/p\u003e \u003cp\u003eReferences 235\u003c\/p\u003e \u003cp\u003e\u003cb\u003e9 Green Internet of Things (GIoT): Agriculture and Healthcare Application System (GIoT-AHAS) 239\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eAnil L. Wanare and Sahebrao N. Patil\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e9.1 Introduction 240\u003c\/p\u003e \u003cp\u003e9.2 Relevant Work and Research Motivation for GIoT-AHAS 243\u003c\/p\u003e \u003cp\u003e9.3 Conclusion 263\u003c\/p\u003e \u003cp\u003eReferences 264\u003c\/p\u003e \u003cp\u003e\u003cb\u003e10 Green IoT for Smart Transportation: Challenges, Issues, and Case Study 269\u003cbr\u003e \u003c\/b\u003e\u003ci\u003ePradnya Borkar, Vijaya Balpande, Ujjwala Aher, Roshani Raut and M. Sulas Borkar\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e10.1 Introduction 270\u003c\/p\u003e \u003cp\u003e10.2 Challenges of IoT 270\u003c\/p\u003e \u003cp\u003e10.3 Green IoT Communication Components 274\u003c\/p\u003e \u003cp\u003e10.4 Applications of IoT and Green IoT 275\u003c\/p\u003e \u003cp\u003e10.5 Issues of Concern 279\u003c\/p\u003e \u003cp\u003e10.6 Challenges for Green IoT 280\u003c\/p\u003e \u003cp\u003e10.7 Green IoT in Smart Transportation: Case Studies\u003c\/p\u003e \u003cp\u003e10.8 Conclusion 292\u003c\/p\u003e \u003cp\u003eReferences 292\u003c\/p\u003e \u003cp\u003e\u003cb\u003e11 Green Internet of Things (IoT) and Machine Learning (ML): The Combinatory Approach and Synthesis in the Banking Industry 297\u003cbr\u003e \u003c\/b\u003e\u003ci\u003ePrakashkumar Hasmukhbhai Patel, Chetan K Rathod and Karan Zaveri\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e11.1 Introduction 298\u003c\/p\u003e \u003cp\u003e11.2 Research Objective 299\u003c\/p\u003e \u003cp\u003e11.3 Methodology 299\u003c\/p\u003e \u003cp\u003e11.4 Result and Discussion 299\u003c\/p\u003e \u003cp\u003e11.5 Conclusion 313\u003c\/p\u003e \u003cp\u003eReferences 314\u003c\/p\u003e \u003cp\u003e\u003cb\u003e12 Green Internet of Things (G-IoT) Technologies, Application, and Future Challenges 317\u003cbr\u003e \u003c\/b\u003e\u003ci\u003eKomal Saxena, Abdul Basit and Vinod Kumar Shukla\u003c\/i\u003e\u003c\/p\u003e \u003cp\u003e12.1 Introduction 318\u003c\/p\u003e \u003cp\u003e12.2 The Internet of Thing (IoT) 319\u003c\/p\u003e \u003cp\u003e12.3 Elements of IoT 322\u003c\/p\u003e \u003cp\u003e12.4 The Green IoT: Overview 325\u003c\/p\u003e \u003cp\u003e12.5 Green IoT Technologies 326\u003c\/p\u003e \u003cp\u003e12.6 Green IoT Applications 329\u003c\/p\u003e \u003cp\u003e12.7 IoT in 5G Wireless Technologies 333\u003c\/p\u003e \u003cp\u003e12.8 Internet of Things in Smart City 335\u003c\/p\u003e \u003cp\u003e12.9 Green IoT Architecture for Smart Cities 337\u003c\/p\u003e \u003cp\u003e12.10 Advantages and Disadvantages of Green IoT 342\u003c\/p\u003e \u003cp\u003e12.11 Opportunities and Challenges 343\u003c\/p\u003e \u003cp\u003e12.12 Future of Green IoT 344\u003c\/p\u003e \u003cp\u003e12.13 Conclusion 345\u003c\/p\u003e \u003cp\u003eReferences 345\u003c\/p\u003e \u003cp\u003eIndex 349\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Computer science [\u003ca title=\"See our other books on Computer science\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Computer%20science%20%5BUY%5D%22\"\u003eUY\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Wiley-Scrivener","offers":[{"title":"Brand New","offer_id":52430958231832,"sku":"9781119792031","price":140.19,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9781119792031.jpg?v=1784766172","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/green-internet-of-things-and-machine-learning-towards-a-smart-sustainable-world-hardback-9781119792031","provider":"Freshly Printed Books","version":"1.0","type":"link"}