| CSI-Free Low-Complexity Remote State Estimation over Wireless MIMO Fading Channels using Semantic Analog Aggregation | Jan 24, 2025 | State Estimation | —Unverified | 0 |
| SafePowerGraph-HIL: Real-Time HIL Validation of Heterogeneous GNNs for Bridging Sim-to-Real Gap in Power Grids | Jan 21, 2025 | Graph Neural NetworkState Estimation | —Unverified | 0 |
| KKL Observer Synthesis for Nonlinear Systems via Physics-Informed Learning | Jan 20, 2025 | Fault DetectionState Estimation | —Unverified | 0 |
| Tensor Train Discrete Grid-Based Filters: Breaking the Curse of Dimensionality | Jan 14, 2025 | State Estimation | —Unverified | 0 |
| FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation | Jan 13, 2025 | State EstimationSuper-Resolution | —Unverified | 0 |
| Meta-Learning for Physically-Constrained Neural System Identification | Jan 10, 2025 | Indoor LocalizationMeta-Learning | —Unverified | 0 |
| Frenet-Serret-Based Trajectory Prediction | Jan 8, 2025 | PositionPrediction | —Unverified | 0 |
| KN-LIO: Geometric Kinematics and Neural Field Coupled LiDAR-Inertial Odometry | Jan 8, 2025 | Pose EstimationState Estimation | —Unverified | 0 |
| Target Tracking Using the Invariant Extended Kalman Filter with Numerical Differentiation for Estimating Curvature and Torsion | Jan 8, 2025 | PositionState Estimation | —Unverified | 0 |
| Adaptive Numerical Differentiation for Extremum Seeking with Sensor Noise | Jan 8, 2025 | SensitivityState Estimation | —Unverified | 0 |
| Collaborative Spacecraft Servicing under Partial Feedback using Lyapunov-based Deep Neural Networks | Jan 7, 2025 | State Estimation | —Unverified | 0 |
| Behavioural Analytics: Mathematics of the Mind | Jan 7, 2025 | State EstimationTime Series Analysis | —Unverified | 0 |
| Learning Stochastic Nonlinear Dynamics with Embedded Latent Transfer Operators | Jan 6, 2025 | State Estimation | CodeCode Available | 0 |
| Deep Generative Model-Aided Power System Dynamic State Estimation and Reconstruction with Unknown Control Inputs or Data Distributions | Jan 6, 2025 | State Estimation | —Unverified | 0 |
| Cloth-Splatting: 3D Cloth State Estimation from RGB Supervision | Jan 3, 2025 | State Estimation | —Unverified | 0 |
| Simultaneous Latent State Estimation and Latent Linear Dynamics Discovery from Image Observations | Jan 2, 2025 | State Estimation | —Unverified | 0 |
| Tartan IMU: A Light Foundation Model for Inertial Positioning in Robotics | Jan 1, 2025 | State EstimationTest-time Adaptation | —Unverified | 0 |
| Automotive Speed Estimation: Sensor Types and Error Characteristics from OBD-II to ADAS | Dec 31, 2024 | Autonomous DrivingDiagnostic | CodeCode Available | 0 |
| Circuit-Theoretic Joint Parameter-State Estimation of Utility-Scale Photovoltaic, Battery, and Grid Systems | Dec 17, 2024 | State Estimation | —Unverified | 0 |
| Dual Unscented Kalman Filter Architecture for Sensor Fusion in Water Networks Leak Localization | Dec 16, 2024 | Sensor FusionState Estimation | CodeCode Available | 0 |
| Learning Physics Informed Neural ODEs With Partial Measurements | Dec 11, 2024 | State Estimation | —Unverified | 0 |
| Efficient Spectral Differentiation in Grid-Based Continuous State Estimation | Dec 10, 2024 | State Estimation | —Unverified | 0 |
| Stochastic Integration Based Estimator: Robust Design and Stone Soup Implementation | Dec 10, 2024 | Robust DesignState Estimation | CodeCode Available | 0 |
| A switching Kalman filter approach to online mitigation and correction of sensor corruption for inertial navigation | Dec 9, 2024 | State Estimation | —Unverified | 0 |
| Estimation of the Plant Controller Communication Time-Delay Considering PMSG-Based Wind Turbines | Dec 2, 2024 | State Estimation | —Unverified | 0 |
| Secure Filtering against Spatio-Temporal False Data Attacks under Asynchronous Sampling | Nov 29, 2024 | State Estimation | —Unverified | 0 |
| Comparative Analysis of Control Observer-Based Methods for State Estimation of Lithium-Ion Batteries in Practical Scenarios | Nov 28, 2024 | State Estimation | —Unverified | 0 |
| Comparative analysis of whole-body center-of-mass estimation methods in dynamic and static activities using marker-based systems | Nov 27, 2024 | State Estimation | —Unverified | 0 |
| Statistical inference for quantum singular models | Nov 25, 2024 | Learning TheoryModel Selection | —Unverified | 0 |
| Performance Evaluation of Deep Learning-Based State Estimation: A Comparative Study of KalmanNet | Nov 25, 2024 | State Estimation | —Unverified | 0 |
| Free Energy Projective Simulation (FEPS): Active inference with interpretability | Nov 22, 2024 | Reinforcement Learning (RL)State Estimation | —Unverified | 0 |
| Robust and Constrained Estimation of State-Space Models: A Majorization-Minimization Approach | Nov 18, 2024 | Computational EfficiencyState Estimation | —Unverified | 0 |
| A Secure Estimator with Gaussian Bernoulli Mixture Model | Nov 15, 2024 | Computational Efficiencymodel | —Unverified | 0 |
| MOT FCG++: Enhanced Representation of Spatio-temporal Motion and Appearance Features | Nov 15, 2024 | Multi-Object TrackingObject Tracking | —Unverified | 0 |
| Learning Hand State Estimation for a Light Exoskeleton | Nov 14, 2024 | State Estimation | —Unverified | 0 |
| Field Assessment of Force Torque Sensors for Planetary Rover Navigation | Nov 7, 2024 | State EstimationTerrain Estimation | CodeCode Available | 0 |
| An Adaptive Online Smoother with Closed-Form Solutions and Information-Theoretic Lag Selection for Conditional Gaussian Nonlinear Systems | Nov 7, 2024 | Formparameter estimation | —Unverified | 0 |
| Efficient and Robust Freeway Traffic Speed Estimation under Oblique Grid using Vehicle Trajectory Data | Nov 6, 2024 | Low-Rank Matrix CompletionMatrix Completion | CodeCode Available | 0 |
| Federated Data-Driven Kalman Filtering for State Estimation | Nov 6, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Graph-Based Multi-Modal Sensor Fusion for Autonomous Driving | Nov 6, 2024 | Autonomous DrivingMulti-Object Tracking | —Unverified | 0 |
| Receding Hamiltonian-Informed Optimal Neural Control and State Estimation for Closed-Loop Dynamical Systems | Nov 2, 2024 | Model Predictive ControlState Estimation | CodeCode Available | 0 |
| Interacting Large Language Model Agents. Interpretable Models and Social Learning | Nov 2, 2024 | Bayesian InferenceLanguage Modeling | —Unverified | 0 |
| Set-Theoretic Direct Data-driven Predictive Control | Nov 1, 2024 | State Estimation | —Unverified | 0 |
| Synthetica: Large Scale Synthetic Data for Robot Perception | Oct 28, 2024 | Data Augmentationobject-detection | —Unverified | 0 |
| Observability of Linear Time-Invariant Systems with Relative Measurements: A Geometric Approach | Oct 27, 2024 | State Estimation | —Unverified | 0 |
| CGKN: A Deep Learning Framework for Modeling Complex Dynamical Systems and Efficient Data Assimilation | Oct 26, 2024 | Computational EfficiencyDeep Learning | CodeCode Available | 0 |
| Approximate Kalman filtering for large-scale systems with an application to hyperthermia cancer treatments | Oct 23, 2024 | State Estimation | —Unverified | 0 |
| Electrode SOC and SOH estimation with electrode-level ECMs | Oct 22, 2024 | ManagementPrognosis | —Unverified | 0 |
| Invisible Manipulation Deep Reinforcement Learning Enhanced Stealthy Attacks on Battery Energy Management Systems | Oct 22, 2024 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Resilient Temporal GCN for Smart Grid State Estimation Under Topology Inaccuracies | Oct 21, 2024 | State Estimation | —Unverified | 0 |