Fundamentals of Internet of Things (Hardcover)

1. Things and Internet. 1.1 Introduction. 1.2 Things. 1.3 Internet. 1.4 Summary. 1.5 Exercises. 2. Standards and Protocols. 2.1 Introduction. 2.2 IEEE 802.11 Protocol. 2.3 IEEE 802.15.4 Protocol. 2.4 LoRaWAN Protocol. 2.5 6LowPAN Protocol. 2.6 Application Protocols. 2.7 Summary. 2.8 Exercises. 3. Clustering and Data Fusion. 3.1 Introduction. 3.2 Clustering Technique. 3.3 Energy Efficient Clustering. 3.4 Sensor Data Fusion. 3.5 Dempster-Shafer Theory for Data Fusion. 3.6 Decision Fusion. 3.7 Summary. 3.8 Exercises. 4. Smart Device Localization. 4.1 Introduction. 4.2 Taxonomy of Localization Algorithms. 4.3 Distance-based Localization Methods. 4.4 Distance-free Localization Methods. 4.5 Performance Metrics. 4.6 Summary. 4.7 Exercises. 5. Energy Harvesting and Control Optimization. 5.1 Introduction. 5.2 Energy Harvesting. 5.3 Model Predictive Control. 5.4 Summary. 5.5 Exercises. 6. Things Data Analytics. 6.1 Introduction. 6.2 Understanding the Buzz Words. 6.3 Supervised Learning. 6.4 Unsupervised Learning. 6.5 Bias and Variance Tradeoff. 6.6 Artificial Neural Networks. 6.7 Evaluation Method. 6.8 Summary. 6.9 Exercises. 7. Fog Computing. 7.1 Introduction. 7.2 Technologies for Fog Computing. 7.3 Mobility in Fog Framework. 7.4 Fog Orchestration. 7.5 Localization in Fog Computing Framework. 7.6 Task Offloading. 7.7 Summary. 7.8 Exercises. 8. Privacy and Security of Things Data. 8.1 Introduction. 8.2 Data Privacy. 8.3 Elliptic Curve Cryptography. 8.4 Blockchain. 8.5 Summary. 8.6 Exercises. 9. Applications of IoT. 9.1 Introduction. 9.2 Smart Healthcare. 9.3 Smart City. 9.4 Summary. 9.5 Exercises