ICGNC 2026 was successfully held in Guilin. As a technical co-sponsor, the Editorial Office of Guidance, Navigation and Control supported academic exchange, presented the 2024 & 2025 Best Paper Awards, and linked conference outputs with journal publications to advance GNC.
✈️ A Semantically-Decoupled Vision Transformer improves aerial refueling drogue acquisition, outperforming traditional color segmentation and showing stronger robustness under domain shifts than YOLOv8, even under severe backlighting. 🤖
🔗https://t.co/ejZ94ob45t
🤖 DeepTouch integrates vision and touch to overcome the limits of vision-only perception, combining visuo-tactile sensing with a vision-tactile-language-action strategy for more refined and dexterous robotic manipulation.
🔗https://t.co/rYlAjdd3rq
🛰️ A Compass magnetic controller and rotor tandem enables efficient CubeSat attitude stabilization using raw magnetometer data, achieving accuracy within several degrees while keeping computational requirements low. 🧭
🔗https://t.co/w4pIS3LgLp
✈️ A T-SECA autonomous decision-making framework enables interpretable, real-time reasoning for complex BVR air combat, achieving win rates above 60% across adversarial scenarios and showing robustness under severe electromagnetic interference. 🎯
🔗https://t.co/B3f7f8nHWv
📡 A cluster-optimized collaborative navigation method reduces communication load while maintaining satisfactory navigation accuracy for large-scale multi-layer swarms in GNSS-denied environments, supporting reliable operation in complex scenarios.
🔗https://t.co/W1BnxsoQFn
🚁 Deep reinforcement learning enables robust trajectory tracking for an air-ground amphibious UAV across flight, ground cruising, takeoff, and landing, achieving greater tracking accuracy than conventional feedback controllers.
🔗https://t.co/VA3z3f9FWv
🛰️ A 3D modeling-enabled teleoperation architecture with virtual force-tactile feedback improves operational stability and interaction under long communication delays, enabling more stable force rendering in high-latency environments.
https://t.co/C0RNsg1dEW
🤖 A new Sparse GR evolutionary algorithm optimizes network topologies for intelligent group systems, improving robustness, formation maintenance, and rapid response while outperforming existing approaches in complex environments.
🔗https://t.co/x6pj1UjwOY
🤖 A hybrid linear-LSTM framework improves torque estimation and hysteresis compensation in SEA-driven hand exoskeletons, enabling more accurate tracking, impedance control, and stable human–robot interaction.
🔗https://t.co/lQoVcbd5XR
A SAM-driven framework improves 3D transformer reconstruction under limited viewpoints by combining cross-view feature fusion with Gaussian diffusion refinement, producing consistent structures and clear textures.
🔗https://t.co/R5PL0ZnLBz
Advancing robust control systems ⚙️
A concise overview of DRMPC, comparing RMPC & SMPC, with insights into future research directions.
Read more: https://t.co/p25tc1grCT
Smarter spacecraft control with AI 🚀
Enhanced SAC algorithms (PID-guided & adaptive TD3-SAC) improve stability, speed & precision in attitude control.
Read more: https://t.co/O2ZBjeJpA6
Smarter airship modeling in motion 🎈
A dynamic aerodynamic model unifies steady, oscillation & added-mass effects for more accurate simulations.
Read more: https://t.co/GUUz9TorP4
Cracking 3D multiplayer pursuit–evasion games 🎯
New analytical solutions & strategies optimize outcomes in complex high-dimensional scenarios.
Read more: https://t.co/bHmf6tpdSB
Smarter rotor modeling for better performance ⚙️
A hybrid mechanism–data approach combines physics + AI to predict vibration with high precision.
Read more: https://t.co/p3NucP5nLq
Boosting interplanetary missions without propellant 🚀
Electric Solar Wind Sail enhances V∞ leveraging for smarter, more efficient gravity assists.
Read more: https://t.co/tPEPYwXqEv