Different Internet of Things Applications
- 1. Applications of IoT Avuthu Avinash, Ph.D. Assistant Professor School of Computer Science and Engineering Vellore Institute of Technology Chennai
- 3. Smart healthcare • Applications of a smart healthcare system: 1. Human activity recognition using wearable sensors 2. Channel State Information (CSI) based human activity recognition 3. Human health monitoring
- 4. Human activity recognition using wearable sensors • Electromyography (EMG): To assess the health of muscles. • Electroencephalograph (EEG): To detect abnormalities in the brain waves. • Electrocardiogram (ECG): To record electrical activity of the heart. • Accelerometer (ACC): To measure acceleration of the body. • Electrodermal Activity (EDA): To measure changes in the electrical properties of the skin. • Respiration (RESP): To measures breathing rate. • Force (FSR): To detect numbness of the body. • Temperature (TEMP): To measure body temperature.
- 5. Human activity recognition using wearable sensors Source: Paraschiakos, S., Cachucho, R., Moed, M. et al. Activity recognition using wearable sensors for tracking the elderly. User Model User-Adap Inter 30, 567–605 (2020).
- 6. Human activity recognition using wearable sensors Source: F. Demrozi, G. Pravadelli, A. Bihorac and P. Rashidi, "Human Activity Recognition Using Inertial, Physiological and Environmental Sensors: A Comprehensive Survey," in IEEE Access, vol. 8, pp. 210816-210836, 2020
- 7. Channel State Information (CSI) based human activity recognition Source: C. Tian et al., "Human Activity Recognition With Commercial WiFi Signals," in IEEE Access, vol. 10, pp. 121580-121589, 2022, doi: 10.1109/ACCESS.2022.3223437.
- 8. Preprocessing of raw CSI data for amplitude extraction Source: Wong, Wei Ern, An Hong Wong, Wei Qi Peh, and Chee Keong Tan. "A high-dimensional, multi-transceiver channel state information dataset for enhanced human activity recognition." Data in Brief 55 (2024): 110673.
- 9. Feature Extraction and classification Source: M. G. Moghaddam, A. A. N. Shirehjini and S. Shirmohammadi, "A WiFi-Based Method for Recognizing Fine-Grained Multiple-Subject Human Activities," in IEEE Transactions on Instrumentation and Measurement, vol. 72, pp. 1-13, 2023
- 10. Result Source: Wong, Wei Ern, An Hong Wong, Wei Qi Peh, and Chee Keong Tan. "A high-dimensional, multi-transceiver channel state information dataset for enhanced human activity recognition." Data in Brief 55 (2024): 110673.
- 12. Smart City Applications of a smart city project: 1. Smart parking 2. Smart farming 3. Smart air pollution monitoring systems
- 13. Smart parking
- 14. Smart farming Source: Balasubramaniyan, M., and C. Navaneethan. "Applications of Internet of Things for smart farming–A survey." Materials today: proceedings 47 (2021): 18-24.
- 15. Smart air pollution monitoring systems
- 16. Fine particulate matter indices
- 18. System architecture Source: Sung, WT., Hsiao, SJ. Building an indoor air quality monitoring system based on the architecture of the Internet of Things. J Wireless Com Network 2021, 153 (2021).