Scaled Conjugate Gradient Neural Intelligence for Motion Parameters Prediction of Markov Chain Underwater Maneuvering Target

W Ali, HH Zuberi, X Qing, A Miyajan, A Jaffar… - Journal of Marine …, 2024 - mdpi.com
This study proposes a novel application of neural computing based on deep learning for the
real-time prediction of motion parameters for underwater maneuvering object. The intelligent …

DORMADL-Dataset of Human-Operated Robot Arm Motion in Activities of Daily Living

F Goldau, Y Shivashankar, A Baumeister… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
This work presents a dataset of human-operated robot motion to be used within the context
of assistive robotics and assorted fields, such as learning from demonstrations, machine …

Design and Research of Multimodal Fusion Feedback Device Based on Virtual Interactive System

Z Zhang, K Shi, P Ge, T Zhang, M Xu, Y Chen - Actuators, 2023 - mdpi.com
This paper proposes a kinesthetic–tactile fusion feedback system based on virtual
interaction. Combining the results of human fingertip deformation characteristics analysis …

[HTML][HTML] The Square-Root Unscented and the Square-Root Cubature Kalman Filters on Manifolds

J Clemens, C Wellhausen - Sensors (Basel, Switzerland), 2024 - pmc.ncbi.nlm.nih.gov
Estimating the state of a system by fusing sensor data is a major prerequisite in many
applications. When the state is time-variant, derivatives of the Kalman filter are a popular …

Invariant extended kalman filter for tracking the bishop frame using radar measurements

J Gibbs, D Anderson, M Macdonald… - … Conference on Radar …, 2022 - ieeexplore.ieee.org
This paper proposes a target model for radar state estimation based on the Bishop or
Parallel Transport frame, extending upon previous work using the Frenet-Serret frame to …

[PDF][PDF] An Information Theoretic Approach to Interacting Multiple Model Estimation for Autonomous Underwater Vehicles

TJ Howarth - 2022 - apps.dtic.mil
Accurate and robust autonomous underwater navigation (AUV) requires the fundamental
task of position estimation in a variety of conditions. Additionally, the US Navy would prefer …

An extension to the Frenet-Serret and Bishop invariant extended Kalman filters for tracking accelerating targets

J Gibbs, D Anderson, M MacDonald… - 2022 Sensor Signal …, 2022 - ieeexplore.ieee.org
This paper presents an extension to the original Frenet-Serret and Bishop frame target
models used in the invariant extended Kalman filter (IEKF) to account for tangential …

[PDF][PDF] BISHOP INVARIANT EXTENDED KALMAN FILTERS

J Gibbs, D Anderson, M MacDonald, J Russell - sspd.eng.ed.ac.uk
Tracking a manoeuvrable target requires kinematic models that are representative of target
trajectories. The Frenet-Serret and Bishop formulae in equations (1) and (2) provide a …