A Novel Method to Estimate Tilt Angle of a Body using a Pendulum

02/01/2022
by   Anandhu Suresh, et al.
0

Most of the advanced control systems use sensor-based feedback for robust control. Tilt angle estimation is key feedback for many robotics and mechatronics applications in order to stabilize a system. Tilt angle cannot be directly measured when the system in consideration is not attached to a stationary frame. it is usually estimated through indirect measurements in such systems. The precision of this estimation depends on the measurements; hence it can get expensive and complicated as the precision requirement increases. This research is aimed at developing a novel and economic method to estimate tilt angle with a relatively less sophisticated and complicated system, while maintaining precision in estimating tilt angle. The method is developed to explore a pendulum as an inertial measurement sensor and estimates tilt angle based on dynamics of pendulum and parameter estimation models. Further, algorithms are developed with varying order of complexity and accuracy to have customization for different applications. Furthermore, this study will validate the developed algorithms by experimental testing. This method focuses on developing algorithms to reduce the input measurement error in the Kalman filter.

READ FULL TEXT
research
09/19/2020

Detailed Dynamic Model of Antagonistic PAM System and its Experimental Validation: Sensor-less Angle and Torque Control with UKF

This study proposes a detailed nonlinear mathematical model of an antago...
research
07/21/2021

A Factor Graph-based approach to vehicle sideslip angle estimation

Sideslip angle is an important variable for understanding and monitoring...
research
02/28/2022

Aggressive Racecar Drifting Control Using Onboard Cameras and Inertial Measurement Unit

Complex autonomous driving, such as drifting, requires high-precision an...
research
03/27/2013

Estimation Procedures for Robust Sensor Control

Many robotic sensor estimation problems can characterized in terms of no...
research
12/17/2018

Circular Statistics-based low complexity DOA estimation for hearing aid application

The proposed Circular statistics-based Inter-Microphone Phase difference...
research
06/05/2019

A Robust Roll Angle Estimation Algorithm Based on Gradient Descent

This paper presents a robust roll angle estimation algorithm, which is d...
research
12/10/2022

MountNet: Learning an Inertial Sensor Mounting Angle with Deep Neural Networks

Finding the mounting angle of a smartphone inside a car is crucial for n...

Please sign up or login with your details

Forgot password? Click here to reset