Assistant Professor En-Cheng Liou

Education

Ph.D., Department of Communication Engineering, Yuan Ze University

Research Field

Integrated Sensing and Communication (ISAC) for 6G, Open Radio Access Network
(O-RAN), Information and Communication Security, Artificial Intelligence of Things
(AIoT), Indoor Localization, Wireless Network Softwarization and Virtualization

Laboratory

Core Technology

1. AI-Adaptive Wireless Localization: Integrating multi-modal wireless signals (WiFi, 5G, BLE, magnetic field) with semi-supervised learning and automatic feedback deployment, achieving "improving-with-use" sustainable optimization closed-loop localization, generating initial field model within 10 minutes.
2. AI-RAN Benchmarking Framework: First deployment-oriented benchmark for 6G AI-RAN indoor localization, comparing DNN, CNN, and Transformer models with unified metrics, achieving sub-10ms inference latency and sub-0.2m accuracy.
3. Data Sovereignty Technical Audit (DSTA) Architecture: Aligned with NIST IR 8425 standards, ensuring non-red supply chain compliance and end-to-end encrypted transmission.
4. Agent Operation Unified Service Platform: Coordinator Agent based on A2A protocol, providing standardized CI/CD pipeline management including agent code version control, Prompt Registry, Model Registry, and automated deployment to Kubernetes clusters.
5. International Standard Certification System: Pursuing ISO 42001, ISO 27001, ISO 27701, and ISO 17025, establishing a comprehensive trustworthiness framework from AI governance, information security, privacy protection to laboratory verification for robot systems.