Latest Research in Robotics

16 research papers · 2026 median publication year

Top Research Topics in Robotics

Highest-Cited Papers

  1. Unscented KalmanNet: Structure-Preserving Deep Learning with Calibrated Posterior Uncertainty under Incomplete Physics and Unknown Noise
  2. Bias‐Covariance Joint H‐Infinity Filtering With Strict Disturbance Attenuation Bounds
  3. Communication Outage-Resistant UUV State Estimation: A Variational History Distillation Approach
  4. Preliminary Application of Control Theory in Ocean Circulation Simulation: A Study of Ensemble Kalman Filter Data Assimilation Method
  5. Structural Controllability-Based Control-Oriented Modeling of Relative Orbits Considering Continuous Controllability
  6. A Recentered-Domain Yau-Yau Filter for Target Tracking
  7. Containment Control with Group Control Strategy for Multi-USV Systems in Narrow Waterways
  8. On the Identifiability of Aided Inertial Navigation Under Measurement Delays: A Geometric Approach
  9. Weighted Fusion Robust Steady‐State Estimators for Multi‐Sensor Networked Systems With One‐Step Random Delay, Fading Measurements and Multiple Packet Dropouts
  10. Maximum Likelihood and Bayesian Estimation for State-Space Models Using the Non-Gaussian Filter
  11. Design of a Sequential Filtering Method Fully Equivalent to the Centralized Filter with Cross-Correlated Noise
  12. An extended Perron-Frobenius operator filter for nonlinear state estimation
  13. Gaussian kernel extended state observer–based control for systems with uncertainties and noise
  14. Geometry-Consistent Bayesian Filtering under Structural Model Uncertainty: A Geometric Projection Particle Filter
  15. From Non-Rigid to Rigid: Safe Acquisition of Rigid Communication Graphs under Limited Sensing
  16. Change-Aware Self-Adaptive AI-Aided Kalman Filters With Neural Change Point Detection
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2026 AUG Q2

Robotics

16 papers

Top Topics (10)

Robotics3
Target Tracking and Data Fusion in Sensor Networks2
Systems and Control2
Machine Learning1
Advanced Adaptive Filtering Techniques1
Oceanographic and Atmospheric Processes1
Spacecraft Dynamics and Control1
Optimization and Control1
Distributed Control Multi-Agent Systems1
Computation1

Top Publications (16)

1.Unscented KalmanNet: Structure-Preserving Deep Learning with Calibrated Posterior Uncertainty under Incomplete Physics and Unknown Noise2.Bias‐Covariance Joint H‐Infinity Filtering With Strict Disturbance Attenuation Bounds3.Communication Outage-Resistant UUV State Estimation: A Variational History Distillation Approach4.Preliminary Application of Control Theory in Ocean Circulation Simulation: A Study of Ensemble Kalman Filter Data Assimilation Method5.Structural Controllability-Based Control-Oriented Modeling of Relative Orbits Considering Continuous Controllability6.A Recentered-Domain Yau-Yau Filter for Target Tracking7.Containment Control with Group Control Strategy for Multi-USV Systems in Narrow Waterways8.On the Identifiability of Aided Inertial Navigation Under Measurement Delays: A Geometric Approach9.Weighted Fusion Robust Steady‐State Estimators for Multi‐Sensor Networked Systems With One‐Step Random Delay, Fading Measurements and Multiple Packet Dropouts10.Maximum Likelihood and Bayesian Estimation for State-Space Models Using the Non-Gaussian Filter11.Design of a Sequential Filtering Method Fully Equivalent to the Centralized Filter with Cross-Correlated Noise12.An extended Perron-Frobenius operator filter for nonlinear state estimation13.Gaussian kernel extended state observer–based control for systems with uncertainties and noise14.Geometry-Consistent Bayesian Filtering under Structural Model Uncertainty: A Geometric Projection Particle Filter15.From Non-Rigid to Rigid: Safe Acquisition of Rigid Communication Graphs under Limited Sensing16.Change-Aware Self-Adaptive AI-Aided Kalman Filters With Neural Change Point Detection
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