[HTML][HTML] Intelligent estimation: A review of theory, applications, and recent advances

N Alsadi, SA Gadsden, J Yawney - Digital Signal Processing, 2023 - Elsevier
Recent developments in the field of deep learning have led to the widespread integration of
artificial neural networks in various domains of application. Prominent contemporary artificial …

Combined Kalman and sliding innovation filtering: An adaptive estimation strategy

AS Lee, W Hilal, SA Gadsden, M Al-Shabi - Measurement, 2023 - Elsevier
This paper proposes a new adaptive estimation strategy for a nonlinear system with
modeling uncertainties. The extended Kalman filter (EKF) and unscented Kalman filter (UKF) …

Design car side impact using machine learning

M AlShabi, K Obaideen, AB Nassif… - Unmanned Systems …, 2023 - spiedigitallibrary.org
In this paper, the design of vehicle door weight is minimized using a newly developed
machine learning algorithm that is referred to as Grey Wolf optimizer (GWO). GWO is a …

Design a speed reducer gearbox using chameleon swarm algorithm

M AlShabi, K Obaideen, R Amin… - Unmanned Systems …, 2023 - spiedigitallibrary.org
In this paper, Chameleon Swarm Algorithm, which is a new metaheuristic algorithm, is used
to design a speed reducer gearbox. The gearbox is used in an autonomous vehicle, and it is …

Design a wing flange lever mechanism using Giza pyramid algorithm

M AlShabi, M Abouelazm, AB Nassif… - Sensors and Systems …, 2023 - spiedigitallibrary.org
In this work, a well-known mechanism that is referred to as piston lever mechanism is design
to control the wing's flange. The design targets the mechanism components and their …

Estimating the Behaviour of a Prismatic-Revolute Robot using a Robust Filtering Strategy

M AlShabi, SA Gadsden - 2023 Advances in Science and …, 2023 - ieeexplore.ieee.org
Estimating the states of a manipulator is a challenging task as it consists of sinusoidal
functions that cannot be represented by a simple, linear model. In such cases, the well …

Linear Estimation Strategies Applied to a Spring-Mass-Damper System

M AlShabi, SA Gadsden - 2023 Advances in Science and …, 2023 - ieeexplore.ieee.org
Spring-mass-damper (SMD) systems are considered a benchmark setup in vibration-based
systems. The system is considered linear for certain ranges during an excitation. For a …

Charting the rise of ONNX in swift image processing: a publications exploration

K Obaideen, T Bonny… - Real-Time Image …, 2024 - spiedigitallibrary.org
In the rapidly evolving realm of machine learning, the integration of the Open Neural
Network Exchange (ONNX) has become increasingly significant, particularly in image …

Enhancing Mental Health Care with the Kalman Filter: Predictions, Monitoring, and Personalization

SA Rahman, K Obaideen, M AlShabi… - 2024 IEEE 48th …, 2024 - ieeexplore.ieee.org
Originally developed for aerospace engineering, the Kalman Filter, a mathematical
algorithm, has proven to have a novel application in mental health, providing a potential …

Path planning for a UGV using Salp Swarm Algorithm

MA AlShabi, KA Ballous, AB Nassif… - … , and Security for …, 2024 - spiedigitallibrary.org
The paper researches a utilization of the Salp Swarm Algorithm (SSA), a bio-mimetic
optimization technique, to improve path planning in Unmanned Ground Vehicles (UGVs) …