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Full Description
IoT and Spacecraft Informatics provides the theory and applications of IoT systems in the design, development and operation of spacecraft. Sections present a high-level overview of IoT and introduce key concepts needed to successfully design IoT solutions, key technologies, protocols, and technical building blocks that combine into complete IoT solutions. The book features the latest advances, findings and state-of-the-art in research, case studies, development and implementation of IoT technologies for spacecraft and space systems. In addition, it concentrates on different aspects and techniques to achieve automatic control of spacecraft.
This book is for researchers, PhD students, engineers and specialists in aerospace engineering as well as those in computer science, computer engineering or mechatronics.
Contents
1. Artificial intelligence approach for aerospace defect detection using single-shot multibox detector network in phased array ultrasonic
2. Classifying asteroid spectra by data-driven machine learning model
3. Recognition of target spacecraft based on shape features
4. Internet of things, an insight to digital twins and case studies
5. Subspace tracking for time-varying direction-of-arrival estimation with sensor arrays
6. An overview of optimization and resolution methods in satellite scheduling and spacecraft operation: description, modeling, and application
7. Colored Petri net modeling of the manufacturing processes of space instruments
8. Product performance model for product innovation, reliability and development in high-tech industries and a case study on the space instrument industry
9. Monocular simultaneous localization and mapping for a space rover application
10. Reliability and health management of spacecraft
