Presents an equilibrium-free contraction stability method for GFM converter microgrids via symmetry-aware projection and blockwise Jacobian decomposition, yielding forward-invariant certificates for autonomous and disturbed operation.
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SiFo pretrains a CSI feedback model on source sites and uses RSRP-based user matching to calibration memory for site-specific subspace guidance at target sites without parameter updates.
The paper unifies multiple signal transforms as eigenbases of covariances invariant under specific groups, using representation theory and an Algebraic Diversity framework to discover matched groups from data.
The work introduces k-hop prescribed performance observers that let decentralized controllers enforce cooperative STL specifications on heterogeneous multi-agent systems despite bounded disturbances and limited communication.
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Equilibrium-Free Contraction Stability Analysis for Grid-Forming Converter-Based Microgrids
Presents an equilibrium-free contraction stability method for GFM converter microgrids via symmetry-aware projection and blockwise Jacobian decomposition, yielding forward-invariant certificates for autonomous and disturbed operation.
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SiFo: Wireless Foundation Model for Low-Overhead Site-Specific CSI Feedback
SiFo pretrains a CSI feedback model on source sites and uses RSRP-based user matching to calibration memory for site-specific subspace guidance at target sites without parameter updates.
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Unification of Signal Transform Theory
The paper unifies multiple signal transforms as eigenbases of covariances invariant under specific groups, using representation theory and an Algebraic Diversity framework to discover matched groups from data.
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Control of Multi-agent Systems under STL Specifications based on Prescribed Performance Observers
The work introduces k-hop prescribed performance observers that let decentralized controllers enforce cooperative STL specifications on heterogeneous multi-agent systems despite bounded disturbances and limited communication.