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AI- and Simulation-Assisted Validation Framework for Maritime Communication Systems
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- Authors
- Woo-Sung Jung, Saehoon Kang, Jeongsik Kim, Ho-Min Park, Daeseung Yoo
- Issue Date
- 2026-05
- Citation
- Conference on Computer Communications (INFOCOM) 2026, pp.3009-3010
- Publisher
- IEEE
- Language
- English
- Type
- Conference Paper
- Abstract
- The validation of maritime communication equipment is increasingly hindered by the stochastic and non-repeatable nature of operational environments, where empirical field trials are costly and difficult to reproduce. We propose an AI-assisted hybrid co-simulation framework that integrates physical and virtual entities for packet-level evaluation and controlled replay-based stress testing. The framework addresses the inherent limitations of maritime field tests by enabling systematic and repeatable validation. Preliminary results from a VDES case study demonstrate that simulations using AI-generated scenarios effectively capture performance trends observed in actual sea trials.
- KSP Keywords
- Case studies, Co-simulation framework, Communication equipment, Communication system, Field test, Field trial, Hybrid co-simulation, Maritime communication, Sea trial, level evaluation, preliminary results