Description:

Led by Dr. Flor Ortiz and Suleima Briseño, the TelecomAI-Lab focuses on the research and development of embedded Artificial Intelligence solutions designed to optimize and revolutionize wireless communications, incorporating neuromorphic computing and satellite applications.

Objectives include:

• Neuromorphic architectures and specialized hardware: design and test systems inspired by biological neural networks, capable of executing AI algorithms with high energy efficiency.

• Wireless networks and protocol optimization: Develop AI algorithms that autonomously and dynamically manage resource allocation and adaptive intelligence strategies to improve communication performance (bandwidth, latency, security, etc.).

• Education and partnerships: Establish collaborations with industry, government agencies and universities to accelerate technology transfer and encourage adoption of these cutting-edge technologies.

Related works:

• F. Ortiz et al., "Energy-Efficient on-Board Radio Resource Management for Satellite Communications via Neuromorphic Computing," in IEEE Transactions on Machine Learning in Communications and Networking, vol. 2, pp. 169-189, 2024, doi: 10.1109/TMLCN.2024.3352569. 

• E. Lagunas et al., “Performance Evaluation of Neuromorphic Hardware for Onboard Satellite Communication Applications”, submitted IEEE Commun. Magazine.

Related projects: SmartSpace, BrainSatCom, NeuroSat