Wavenet fuzzy PID controller for nonlinear MIMO systems: Experimental validation on a high-end haptic robotic interface

LE Ramos-Velasco, OA Domínguez-Ramírez… - Applied Soft …, 2016 - Elsevier
A novel global PID control scheme for nonlinear MIMO systems is proposed and
implemented for a robot as study case, this scheme is called AWFPID from its adaptive …

Decentralized Identification and Control in Real‐Time of a Robot Manipulator via Recurrent Wavelet First‐Order Neural Network

LA Vázquez, F Jurado, AY Alanís - Mathematical Problems in …, 2015 - Wiley Online Library
A decentralized recurrent wavelet first‐order neural network (RWFONN) structure is
presented. The use of a wavelet Morlet activation function allows proposing a neural …

Knowledge-based self-tuning of PID control gains for continuum soft robots

LE Ramos-Velasco, V Parra-Vega… - … Applications of Artificial …, 2024 - Elsevier
In recent years, a class of soft (deformable) robots has attracted the attention of researchers
due to their continuum features being advantageous over rigid robots for dexterous and safe …

Wavelet neural network PID controller for a UAS transporting a cable-suspended load

RA Barrón-Gómez, LE Ramos-Velasco… - IFAC-PapersOnLine, 2017 - Elsevier
A novel model-free Adaptive Wavenet PID (AWPID)-based controller for enabling an
Unmanned Aircraft System (UAS) to transport a cable suspended load of unknown …

Continuous-time decentralized wavelet neural control for a 2 DOF robot manipulator

LA Vázquez, F Jurado - 2014 11th International Conference on …, 2014 - ieeexplore.ieee.org
This paper presents a decentralized wavelet neural control scheme for trajectory tracking of
a two degrees of freedom (DOF) vertical robot manipulator. A decentralized recurrent …

Output feedback self-tuning wavenet control for underactuated euler-lagrange systems

MAV Navarrete, LER Velasco, CRD Mayorga… - IFAC-PapersOnLine, 2018 - Elsevier
There exist some physical systems whose underactuation and limited sensing represent a
challenge in engineering. The former requires a model-based nesting or virtual control …

Wavenet control of a CyberForce system with human dynamic on passive haptic guidance tasks

JD Ramírez-Zamora, G Martínez-Terán… - 2015 CHILEAN …, 2015 - ieeexplore.ieee.org
The human-robot physical interaction systems (HRpI), are platforms designed for the
transmission of knowledge, from contact between a human kinesthetic, and a robotic device …

Multiresolution Controller Based on Window Function Networks for a Quanser Helicopter

OF Garcia-Castro, LE Ramos-Velasco… - … Conference on Artificial …, 2023 - Springer
To improve neural network (NN) performance, new activation functions, such as ReLU,
GELU, and SELU, to name a few, have been proposed. Windows-based functions, such as …

Controlador multiresolución para sistemas no lineales basado en WaveNets

OF García-Castro… - … Ciencias Básicas e …, 2023 - repository.uaeh.edu.mx
El diseño de controladores libres de modelo y robustos ha sido un problema de estudio
durante varias décadas. Debido a su simplicidad y su estructura libre de cualquier …

Model-free adaptive controller for autonomous aerial transportation of suspended loads with unknown characteristics

RA Barron-Gomez, LE Ramos-Velasco… - Unmanned Systems …, 2017 - spiedigitallibrary.org
Due to the highly uncertain and dynamic nature of military conflict and planetary exploration
missions, enabling aerial and terrestrial unmanned autonomous systems (UAS) to gracefully …