A Hybrid Neural-Assisted Unscented Kalman Filter for Unmanned Ground Vehicle Navigation
Fuente:
arXiv
Saved in:
| Main Authors: | Versano, Gal, Klein, Itzik |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Adaptive Neural Unscented Kalman Filter
by: Levy, Amit, et al.
Published: (2025)
by: Levy, Amit, et al.
Published: (2025)
Unscented Kalman Filter with a Nonlinear Propagation Model for Navigation Applications
by: Levy, Amit, et al.
Published: (2025)
by: Levy, Amit, et al.
Published: (2025)
Enhanced INS/GNSS State Estimation using GNSS-Based Acceleration Measurements
by: Versano, Gal, et al.
Published: (2026)
by: Versano, Gal, et al.
Published: (2026)
WMINet: A Wheel-Mounted Inertial Learning Approach For Mobile-Robot Positioning
by: Versano, Gal, et al.
Published: (2025)
by: Versano, Gal, et al.
Published: (2025)
Model-Based and Neural-Aided Approaches for Dog Dead Reckoning
by: Versano, Gal, et al.
Published: (2026)
by: Versano, Gal, et al.
Published: (2026)
Pure Inertial Navigation in Challenging Environments with Wheeled and Chassis Mounted Inertial Sensors
by: Nemec, Dusan, et al.
Published: (2026)
by: Nemec, Dusan, et al.
Published: (2026)
Neural Aided Adaptive Innovation-Based Invariant Kalman Filter
by: Diker, Barak, et al.
Published: (2026)
by: Diker, Barak, et al.
Published: (2026)
Multi-Scaled Unscented Kalman Filter
by: Levy, Amit, et al.
Published: (2026)
by: Levy, Amit, et al.
Published: (2026)
A Hybrid Adaptive Velocity Aided Navigation Filter with Application to INS/DVL Fusion
by: Or, Barak, et al.
Published: (2022)
by: Or, Barak, et al.
Published: (2022)
Adaptive Kalman-Informed Transformer
by: Cohen, Nadav, et al.
Published: (2024)
by: Cohen, Nadav, et al.
Published: (2024)
A Recurrent Neural Network Enhanced Unscented Kalman Filter for Human Motion Prediction
by: Liu, Wansong, et al.
Published: (2024)
by: Liu, Wansong, et al.
Published: (2024)
Pedestrian Inertial Navigation: An Overview of Model and Data-Driven Approaches
by: Klein, Itzik
Published: (2024)
by: Klein, Itzik
Published: (2024)
Enhanced Unscented Kalman Filter With Time‐Varying Attenuation Factor for Cross‐Domain Unmanned Surface Vehicle/Autonomous Underwater Vehicle Tracking Using Time‐Direction of Arrival Measurements
by: Huaxia Zhang, et al.
Published: (2026)
by: Huaxia Zhang, et al.
Published: (2026)
Bayesian Learning-Enhanced Navigation with Deep Smoothing for Inertial-Aided Navigation
by: Cohen, Nadav, et al.
Published: (2026)
by: Cohen, Nadav, et al.
Published: (2026)
Information Aided Navigation: A Review
by: Engelsman, Daniel, et al.
Published: (2023)
by: Engelsman, Daniel, et al.
Published: (2023)
Physics-Informed Neural Networks with Unscented Kalman Filter for Sensorless Joint Torque Estimation in Humanoid Robots
by: Sorrentino, Ines, et al.
Published: (2025)
by: Sorrentino, Ines, et al.
Published: (2025)
Enhancing Underwater Navigation through Cross-Correlation-Aware Deep INS/DVL Fusion
by: Cohen, Nadav, et al.
Published: (2025)
by: Cohen, Nadav, et al.
Published: (2025)
Quaternion-based Unscented Kalman Filter for 6-DoF Vision-based Inertial Navigation in GPS-denied Regions
by: Ghanizadegan, Khashayar, et al.
Published: (2024)
by: Ghanizadegan, Khashayar, et al.
Published: (2024)
Seamless Underwater Navigation with Limited Doppler Velocity Log Measurements
by: Cohen, Nadav, et al.
Published: (2024)
by: Cohen, Nadav, et al.
Published: (2024)
MoRPI-PINN: A Physics-Informed Framework for Mobile Robot Pure Inertial Navigation
by: Sahoo, Arup Kumar, et al.
Published: (2025)
by: Sahoo, Arup Kumar, et al.
Published: (2025)
Deep Learning Assisted Inertial Dead Reckoning and Fusion
by: Hurwitz, Dror, et al.
Published: (2024)
by: Hurwitz, Dror, et al.
Published: (2024)
Gaussian Process Regression for Improved Underwater Navigation
by: Cohen, Nadav, et al.
Published: (2025)
by: Cohen, Nadav, et al.
Published: (2025)
Neural-Assisted in-Motion Self-Heading Alignment
by: Yampolsky, Zeev, et al.
Published: (2026)
by: Yampolsky, Zeev, et al.
Published: (2026)
Quadrotor Neural Dead Reckoning in Periodic Trajectories
by: Massas, Shira, et al.
Published: (2025)
by: Massas, Shira, et al.
Published: (2025)
Transformer-Based Robust Underwater Inertial Navigation in Prolonged Doppler Velocity Log Outages
by: Yampolsky, Zeev, et al.
Published: (2025)
by: Yampolsky, Zeev, et al.
Published: (2025)
Inertial Navigation Meets Deep Learning: A Survey of Current Trends and Future Directions
by: Cohen, Nadav, et al.
Published: (2023)
by: Cohen, Nadav, et al.
Published: (2023)
AI-Aided Advancements in Autonomous Underwater Vehicle Navigation
by: Damari, Guy, et al.
Published: (2026)
by: Damari, Guy, et al.
Published: (2026)
Design and Experimental Validation of an Autonomous USV for Sensor Fusion-Based Navigation in GNSS-Denied Environments
by: Cohen-Salmon, Samuel, et al.
Published: (2025)
by: Cohen-Salmon, Samuel, et al.
Published: (2025)
Orientation-Free Neural Network-Based Bias Estimation for Low-Cost Stationary Accelerometers
by: Levin, Michal, et al.
Published: (2025)
by: Levin, Michal, et al.
Published: (2025)
Affine Transformable Unmanned Ground Vehicle
by: Mathias, Aron, et al.
Published: (2026)
by: Mathias, Aron, et al.
Published: (2026)
DeepUKF-VIN: Adaptively-tuned Deep Unscented Kalman Filter for 3D Visual-Inertial Navigation based on IMU-Vision-Net
by: Ghanizadegan, Khashayar, et al.
Published: (2025)
by: Ghanizadegan, Khashayar, et al.
Published: (2025)
Unscented Particle Filter for Visual-inertial Navigation using IMU and Landmark Measurements
by: Ghanizadegan, Khashayar, et al.
Published: (2025)
by: Ghanizadegan, Khashayar, et al.
Published: (2025)
ResAlignNet: A Data-Driven Approach for INS/DVL Alignment
by: Damari, Guy, et al.
Published: (2025)
by: Damari, Guy, et al.
Published: (2025)
Dual-Branch INS/GNSS Fusion with Inequality and Equality Constraints
by: Levenhar, Mor, et al.
Published: (2026)
by: Levenhar, Mor, et al.
Published: (2026)
DCNet: A Data-Driven Framework for DVL Calibration
by: Yampolsky, Zeev, et al.
Published: (2024)
by: Yampolsky, Zeev, et al.
Published: (2024)
A Data-Driven Method for INS/DVL Alignment
by: Damari, Guy, et al.
Published: (2025)
by: Damari, Guy, et al.
Published: (2025)
FusionCore: A 23-State Unscented Kalman Filter for IMU, Wheel Encoder, GPS, and Visual SLAM Fusion in ROS 2
by: Kharwar, Manan
Published: (2026)
by: Kharwar, Manan
Published: (2026)
Autonomous Navigation of Unmanned Vehicle Through Deep Reinforcement Learning
by: Xu, Letian, et al.
Published: (2024)
by: Xu, Letian, et al.
Published: (2024)
Predictive Modeling in AUV Navigation: A Perspective from Kalman Filtering
by: Tang, Zizhan, et al.
Published: (2026)
by: Tang, Zizhan, et al.
Published: (2026)
Towards Learning-Based Gyrocompassing
by: Engelsman, Daniel, et al.
Published: (2023)
by: Engelsman, Daniel, et al.
Published: (2023)
Similar Items
-
Adaptive Neural Unscented Kalman Filter
by: Levy, Amit, et al.
Published: (2025) -
Unscented Kalman Filter with a Nonlinear Propagation Model for Navigation Applications
by: Levy, Amit, et al.
Published: (2025) -
Enhanced INS/GNSS State Estimation using GNSS-Based Acceleration Measurements
by: Versano, Gal, et al.
Published: (2026) -
WMINet: A Wheel-Mounted Inertial Learning Approach For Mobile-Robot Positioning
by: Versano, Gal, et al.
Published: (2025) -
Model-Based and Neural-Aided Approaches for Dog Dead Reckoning
by: Versano, Gal, et al.
Published: (2026)