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List of Illustrations
Оглавление1 Chapter 1Figure 1.1 Classification of machine learning.Figure 1.2 Process of supervised learning.Figure 1.3 Process of unsupervised learning.Figure 1.4 Process of reinforcement learning.Figure 1.5 Correlation between AI, ML, and DL.Figure 1.6 Life cycle of Green IoT.Figure 1.7 Green IoT–based applications.
2 Chapter 2Figure 2.1 Three sections of energy segment.Figure 2.2 Benefits of IoT in renewable energy sources.Figure 2.3 Chart representing the parts of an IoT stage.Figure 2.4 Different types of sensors for different applications.Figure 2.5 Classic wireless sensor node design.Figure 2.6 An integrated information connectivity in a smart city model.Figure 2.7 Segment of domestic energy intake.Figure 2.8 Claims of IoT in an incorporated smart energy arrangement.Figure 2.9 Innovation in energy sector with blockchain and IoT.Figure 2.10 Virtual power plant with artificial intelligence and IoT.Figure 2.11 Green Internet of Things (G-IoT) as a crucial technology.
3 Chapter 3Figure 3.1 Key elements of IoT.Figure 3.2 IoT system.Figure 3.3 Components of green computing.Figure 3.4 Components of green computing.Figure 3.5 Green data center approaches.
4 Chapter 4Figure 4.1 Lifecycle of agriculture.Figure 4.2 Machine Learning workflow.Figure 4.3 Machine Learning relation with others.Figure 4.4 Applications of Green Internet of Things.
5 Chapter 5Figure 5.1 Arduino board.Figure 5.2 Humidity sensor.Figure 5.3 Relay.Figure 5.4 DC 12-V water motor.Figure 5.5 System architecture of CIoT. https://techatronic.com/smart-agricultur...
6 Chapter 6Figure 6.1 Typical crop cycle.Figure 6.2 Graph showing the growth in purchase of IoT devices [15].Figure 6.3 Graph showing the growth in data generation by IoT in agriculture [15...Figure 6.4 Connection of our prototype.
7 Chapter 7Figure 7.1 Applications of Green IoT.Figure 7.2 Sensor-cloud architecture for Green IoT [6].Figure 7.3 Important factors supporting GAHA architecture.Figure 7.4 Complementary pathways for implementing Green Computing in computers ...Figure 7.5 Components of GAHA.Figure 7.6 Machine learning as a subset of artificial intelligence [17].Figure 7.7 Edge detection of a rice blast disease using the Robert cross method ...
8 Chapter 8Figure 8.1 IoT-based precision farming cycle.Figure 8.2 Cloud of Things.Figure 8.3 Irrigation system using CloudIoT.Figure 8.4 IoT protocols.Figure 8.5 LEACH network topology.Figure 8.6 Synthetic Minority Oversampling Technique (SMOTE).Figure 8.7 Block diagram of IoT-based drone for enhancement of crop quality in a...Figure 8.8 Support vector machine.Figure 8.9 Raspberry Pi 3 board and the Intel Movidius Neural Compute Stick.Figure 8.10 DNN.Figure 8.11 MDFC-ResNet.Figure 8.12 RNN, LSTM, and GRU structure.Figure 8.13 Progressive neural network.Figure 8.14 Single-task and multi-task policy distillation.Figure 8.15 Different memory-based deep Q-network.
9 Chapter 9Figure 9.1 Basic Green IoT for both agriculture and health network.Figure 9.2 (a) GIoT-AHAS network platform with gateway.Figure 9.2 (b) GIoT AHAS network platform with security management system.Figure 9.3 Green IoT agriculture and healthcare applications (GIoT-AHAS).Figure 9.4 Building blocks of GIoT to AHAS connected to IoT-based system.Figure 9.5 Agriculture and farm remote monitoring and low-power green WSN topolo...Figure 9.6 Remote monitoring in healthcare system and low-power green WSN topolo...
10 Chapter 10Figure 10.1 Green cycle.Figure 10.2 Green IoT applications.Figure 10.3 Smart traffic signal system.Figure 10.4 Overall architecture of cloud-based parking system.Figure 10.5 Overall block diagram.Figure 10.6 Architecture of airport management system.Figure 10.7 Architecture of intelligent vehicle monitoring system.Figure 10.8 Overall architecture of the SVMS system.Figure 10.9 Internal architecture of IoT system.
11 Chapter 11Figure 11.1 Some potential application domains of Internet of Things.Figure 11.2 Artificial Intelligence in banking.Figure 11.3 Internet of things in banking.
12 Chapter 12Figure 12.1 Green Internet of Things (G-IoT) for sustainable development.Figure 12.2 Internet of Things (IoT) [34].Figure 12.3 Elements of IoT.Figure 12.4 Key component of Green IoT.Figure 12.5 Key technologies for Green IoT [37].Figure 12.6 Green industrial IoT architecture: an energy-efficient perspective [...Figure 12.7 Green IoT architecture for smart city.Figure 12.8 IoT sensors [35].