Comprehensive Survey of AI in Satellite Communication
Artificial Intelligence for Satellite Communication: A Survey
Publication Information: G Fontanesi, F Ortiz, E Lagunas et al. - IEEE Communications Journal, 2025
This latest IEEE survey provides a comprehensive analysis of artificial intelligence applications in satellite communication systems. The research highlights fundamental operational transformations in the new communication era, emphasizing key features such as enhanced computing power and effective offline training capabilities. The study demonstrates how AI techniques can achieve superior performance when properly trained in offline stages, establishing crucial guidelines for future technological developments in satellite communication networks.
AI Applications in Non-Terrestrial Networks
Artificial Intelligence for Satellite Communication and Non-Terrestrial Networks: A Survey
Publication Information: G Fontanesi, F Ortiz, E Lagunas et al. - arXiv preprint, 2023
This comprehensive survey extensively examines the application and development of artificial intelligence in satellite communication and non-terrestrial networks. The research provides detailed analysis of learning techniques in satellite communication, distinguishing between offline and online application modes. The study addresses the 'black-box' characteristics of artificial intelligence systems and their implications for communication networks, offering a complete theoretical framework for understanding AI's role in modern satellite communication systems.
Commercial Implementation and Testing Platforms
Artificial Intelligence Satellite Telecommunication Testbed using Commercial Off-The-Shelf Chipsets
Publication Information: Luis M. Garces-Socarras, Amirhossein Nik et al. - arXiv preprint, 2024
This research demonstrates practical applications of constructing artificial intelligence satellite telecommunication testbeds using commercial off-the-shelf chipsets. The study emphasizes the significance of predictive analysis features in satellite communication applications, providing detailed methodologies for optimizing system performance through offline payload model validation. This work offers valuable technical references for practical deployment of AI technologies in satellite communication systems, significantly reducing implementation barriers through commercial chipset utilization.
Intelligent Communication Systems and User Interfaces
Knowledge Generation and Communication in Intelligent and Immersive Systems
Publication Information: Y Sermet - Doctoral Dissertation, 2020
This research explores knowledge generation and communication mechanisms within intelligent immersive systems powered by artificial intelligence. The study demonstrates how users interact with AI-driven systems through browser interfaces, providing crucial insights for user interface design in AI communication systems. This work offers important reference value for developing user-friendly AI communication platforms, particularly in understanding human-computer interaction within satellite communication contexts.
Future Development Trends and Implications ??
Current research indicates that artificial intelligence applications in satellite communication are progressing towards increasingly intelligent and automated solutions. The combination of offline training with online deployment has become the mainstream approach, while commercial chipset applications significantly reduce technical barriers. These developments provide enhanced adaptability and reliability for future satellite communication systems.
Key Technological Advances:
Integration of offline AI training methodologies with real-time deployment
Commercial off-the-shelf chipset utilization for cost-effective implementations
Enhanced predictive analysis capabilities for satellite network optimization
Improved user interface design for AI-powered communication systems
The academic research demonstrates a clear trajectory towards more sophisticated AI integration in satellite communication networks, with particular emphasis on practical implementation strategies and user-centric design approaches. These developments position artificial intelligence as a fundamental component of next-generation satellite communication infrastructure.
