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Robust CNN architecture for classification of reach and grasp actions from neural correlates: an edge device perspective (2023)
Journal Article
Sultan, H., Ijaz, H., Waris, A., Mushtaq, S., Mushtaq, K., Khan, N. B., …Iqbal, J. (2024). Robust CNN architecture for classification of reach and grasp actions from neural correlates: an edge device perspective. Measurement Science and Technology, 35(3), Article 035703. https://doi.org/10.1088/1361-6501/ad1157

Brain-computer interfaces (BCIs) systems traditionally use machine learning (ML) algorithms that require extensive signal processing and feature extraction. Deep learning (DL)-based convolutional neural networks (CNNs) recently achieved state-of-the-... Read More about Robust CNN architecture for classification of reach and grasp actions from neural correlates: an edge device perspective.

Adaptive optimal control of under-actuated robotic systems using a self-regulating nonlinear weight-adjustment scheme: Formulation and experimental verification (2023)
Journal Article
Saleem, O., Rizwan, M., & Iqbal, J. (2023). Adaptive optimal control of under-actuated robotic systems using a self-regulating nonlinear weight-adjustment scheme: Formulation and experimental verification. PLoS ONE, 18(12), Article e0295153. https://doi.org/10.1371/journal.pone.0295153

This paper formulates an innovative model-free self-organizing weight adaptation that strengthens the robustness of a Linear Quadratic Regulator (LQR) for inverted pendulum-like mechatronic systems against perturbations and parametric uncertainties.... Read More about Adaptive optimal control of under-actuated robotic systems using a self-regulating nonlinear weight-adjustment scheme: Formulation and experimental verification.

Breaking barriers in higher education: Implementation of cost-effective social constructivism in engineering education (2023)
Journal Article
Khalid, A., Kazim, T., Diaz, K. R. V., & Iqbal, J. (in press). Breaking barriers in higher education: Implementation of cost-effective social constructivism in engineering education. International Journal of Mechanical Engineering Education, https://doi.org/10.1177/03064190231218123

Social constructivism is considered the main driver of curriculum overhaul for the new set of learning in the digital age. Implementation of cost-effective solutions of social constructivism in higher education is a challenge. The paper circumnavigat... Read More about Breaking barriers in higher education: Implementation of cost-effective social constructivism in engineering education.

Investigation of vibration’s effect on driver in optimal motion cueing algorithm (2023)
Journal Article
Ahmad, H., Tariq, M., Yasin, A., Razzaq, S., Chaudhry, M. A., Shaikh, I. U. H., …Iqbal, J. (2023). Investigation of vibration’s effect on driver in optimal motion cueing algorithm. PLoS ONE, 18(11 November), Article e0290705. https://doi.org/10.1371/journal.pone.0290705

The increased sensation error between the surroundings and the driver is a major problem in driving simulators, resulting in unrealistic motion cues. Intelligent control schemes have to be developed to provide realistic motion cues to the driver. The... Read More about Investigation of vibration’s effect on driver in optimal motion cueing algorithm.

A Nonlinear Model Predictive Controller for Trajectory Planning of Skid-Steer Mobile Robots in Agricultural Environments (2023)
Presentation / Conference Contribution
Aro, K., Urvina, R., Deniz, N. N., Menendez, O., Iqbal, J., & Prado, A. (2023, September). A Nonlinear Model Predictive Controller for Trajectory Planning of Skid-Steer Mobile Robots in Agricultural Environments. Presented at 2023 IEEE Conference on AgriFood Electronics (CAFE), Torino, Italy

This research presents an integrated trajectory planning strategy with a motion control approach using a Nonlinear Model Predictive Control (NMPC) framework for Skid-Steer Mobile Robots (SSMRs) in agricultural scenarios. In a single architecture, the... Read More about A Nonlinear Model Predictive Controller for Trajectory Planning of Skid-Steer Mobile Robots in Agricultural Environments.

EMG Controlled Modular Prosthetic Hand–Design and Prototyping (2023)
Book Chapter
Suddaby, A., & Iqbal, J. (2023). EMG Controlled Modular Prosthetic Hand–Design and Prototyping. In X.-S. Yang, R. S. Sherratt, N. Dey, & A. Joshi (Eds.), Proceedings of Eighth International Congress on Information and Communication Technology : ICICT 2023 (97-107). Springer. https://doi.org/10.1007/978-981-99-3043-2_8

Prosthetic hands can be essential for those without a biological hand(s) to accomplish everyday tasks but the cost, of up to tens of thousands, keeps them out of reach for many people. This paper reports on the development of a low-cost affordable an... Read More about EMG Controlled Modular Prosthetic Hand–Design and Prototyping.

A novel class of adaptive observers for dynamic nonlinear uncertain systems (2023)
Journal Article
Alkhayyat, A., Zalzala, A. M., AL-Salih, A. A., Jawad, A. J. A. M., Abdul-Adheem, W. R., Iqbal, J., …Hameed, A. S. (in press). A novel class of adaptive observers for dynamic nonlinear uncertain systems. Expert Systems, https://doi.org/10.1111/exsy.13412

Numerous techniques have been proposed in the literature to improve the performance of high-gain observers with noisy measurements. One such technique is the linear extended state observer, which is used to estimate the system's states and to account... Read More about A novel class of adaptive observers for dynamic nonlinear uncertain systems.

Modelling and robust controller design for an underactuated self-balancing robot with uncertain parameter estimation (2023)
Journal Article
Choudhry, O. A., Wasim, M., Ali, A., Choudhry, M. A., & Iqbal, J. (2023). Modelling and robust controller design for an underactuated self-balancing robot with uncertain parameter estimation. PLoS ONE, 18(8), e0285495. https://doi.org/10.1371/journal.pone.0285495

A comprehensive literature review of self-balancing robot (SBR) provides an insight to the strengths and limitations of the available control techniques for different applications. Most of the researchers have not included the payload and its variati... Read More about Modelling and robust controller design for an underactuated self-balancing robot with uncertain parameter estimation.

Adaptive Backstepping Integral Sliding Mode Control of a MIMO Separately Excited DC Motor (2023)
Journal Article
Afifa, R., Ali, S., Pervaiz, M., & Iqbal, J. (2023). Adaptive Backstepping Integral Sliding Mode Control of a MIMO Separately Excited DC Motor. Robotics, 12(4), Article 105. https://doi.org/10.3390/robotics12040105

This research proposes a robust nonlinear hybrid control approach to the speed control of a multi-input-and-multi-output separately excited DC motor (SEDCM). The motor that was under consideration experienced parametric uncertainties and load disturb... Read More about Adaptive Backstepping Integral Sliding Mode Control of a MIMO Separately Excited DC Motor.

Robust MPPT Control of Stand-Alone Photovoltaic Systems via Adaptive Self-Adjusting Fractional Order PID Controller (2023)
Journal Article
Saleem, O., Ali, S., & Iqbal, J. (2023). Robust MPPT Control of Stand-Alone Photovoltaic Systems via Adaptive Self-Adjusting Fractional Order PID Controller. Energies, 16(13), Article 5039. https://doi.org/10.3390/en16135039

The Photovoltaic (PV) system is an eco-friendly renewable energy system that is integrated with a DC-DC buck-boost converter to generate electrical energy as per the variations in solar irradiance and outdoor temperature. This article proposes a nove... Read More about Robust MPPT Control of Stand-Alone Photovoltaic Systems via Adaptive Self-Adjusting Fractional Order PID Controller.

Development of CAVLAB—A Control-Oriented MATLAB Based Simulator for an Underground Coal Gasification Process (2023)
Journal Article
Ahmed, A., Javed, S. B., Uppal, A. A., & Iqbal, J. (2023). Development of CAVLAB—A Control-Oriented MATLAB Based Simulator for an Underground Coal Gasification Process. Mathematics, 11(11), Article 2493. https://doi.org/10.3390/math11112493

The Cavity Simulation Model (CAVSIM) is a 3D, parameterisable simulator of the Underground Coal Gasification Process (UCG) that serves as a benchmark for UCG prediction. Despite yielding accurate outputs, CAVSIM has some limitations, which chiefly in... Read More about Development of CAVLAB—A Control-Oriented MATLAB Based Simulator for an Underground Coal Gasification Process.

Design and Adaptive Compliance Control of a Wearable Walk Assist Device (2023)
Presentation / Conference Contribution
Shah, S. H., Alam, M. S., Arsalan, M., Ul Haq, I., Khan, S. G., & Iqbal, J. (2023, March). Design and Adaptive Compliance Control of a Wearable Walk Assist Device. Presented at 2023 International Conference on Robotics and Automation in Industry (ICRAI), Peshawar, Pakistan

The ability to walk independently is a predominant feature that human beings are bestowed with by nature. People with moving disabilities face many challenges in day-to-day activities and they have to rely on others to perform their day-to-day activi... Read More about Design and Adaptive Compliance Control of a Wearable Walk Assist Device.

Information Rich Voxel Grid for Use in Heterogeneous Multi-Agent Robotics (2023)
Journal Article
Balding, S., Gning, A., Cheng, Y., & Iqbal, J. (2023). Information Rich Voxel Grid for Use in Heterogeneous Multi-Agent Robotics. Applied Sciences, 13(8), Article 5065. https://doi.org/10.3390/app13085065

Robotic agents are now ubiquitous in both home and work environments; moreover, the degree of task complexity they can undertake is also increasing exponentially. Now that advanced robotic agents are commonplace, the question for utilisation becomes... Read More about Information Rich Voxel Grid for Use in Heterogeneous Multi-Agent Robotics.

Static anti-windup compensator design for locally Lipschitz systems under input and output delays (2023)
Journal Article
Hameed, M. J., Rehan, M., Iqbal, M., Hussain, M., Saqib, N. U., & Iqbal, J. (2023). Static anti-windup compensator design for locally Lipschitz systems under input and output delays. PLoS ONE, 18(4 April), Article e0283734. https://doi.org/10.1371/journal.pone.0283734

This paper proposes a static anti-windup compensator (AWC) design methodology for the locally Lipschitz nonlinear systems, containing time-varying interval delays in input and output of the system in the presence of actuator saturation. Static AWC de... Read More about Static anti-windup compensator design for locally Lipschitz systems under input and output delays.

Robust tracking control for a quadrotor subjected to disturbances using new hyperplane-based fast Terminal Sliding Mode (2023)
Journal Article
Labbadi, M., Iqbal, J., Djemai, M., Boukal, Y., & Bouteraa, Y. (2023). Robust tracking control for a quadrotor subjected to disturbances using new hyperplane-based fast Terminal Sliding Mode. PLoS ONE, 18(4), Article e0283195. https://doi.org/10.1371/journal.pone.0283195

This paper presents a finite-time approach for tracking control of a quadrotor system subjected to external disturbances and model uncertainties. The proposed approach offers a preassigned performance guarantee. Firstly, integral terminal sliding man... Read More about Robust tracking control for a quadrotor subjected to disturbances using new hyperplane-based fast Terminal Sliding Mode.

Efficient optimization techniques for resource allocation in UAVs mission framework (2023)
Journal Article
Razzaq, S., Xydeas, C., Mahmood, A., Ahmed, S., Ratyal, N. I., & Iqbal, J. (2023). Efficient optimization techniques for resource allocation in UAVs mission framework. PLoS ONE, 18(4), Article e0283923. https://doi.org/10.1371/journal.pone.0283923

This paper considers the generic problem of a central authority selecting an appropriate subset of operators in order to perform a process (i.e. mission or task) in an optimized manner. The subset is selected from a given and usually large set of 'n'... Read More about Efficient optimization techniques for resource allocation in UAVs mission framework.

Precision agricultural robotic sprayer with real-time Tobacco recognition and spraying system based on deep learning (2023)
Journal Article
Nasir, F. E., Tufail, M., Haris, M., Iqbal, J., Khan, S., & Khan, M. T. (2023). Precision agricultural robotic sprayer with real-time Tobacco recognition and spraying system based on deep learning. PLoS ONE, 18(3 MARCH), Article e0283801. https://doi.org/10.1371/journal.pone.0283801

Precision agricultural techniques try to prevent either an excessive or inadequate application of agrochemicals during pesticide application. In recent years, it has become popular to combine traditional agricultural practices with artificial intelli... Read More about Precision agricultural robotic sprayer with real-time Tobacco recognition and spraying system based on deep learning.

A robust variable-structure LQI controller for under-Actuated systems via flexible online adaptation of performance-index weights (2023)
Journal Article
Saleem, O., Iqbal, J., & Afzal, M. S. (2023). A robust variable-structure LQI controller for under-Actuated systems via flexible online adaptation of performance-index weights. PLoS ONE, 18(3 March), Article e0283079. https://doi.org/10.1371/journal.pone.0283079

This article presents flexible online adaptation strategies for the performance-index weights to constitute a variable structure Linear-Quadratic-Integral (LQI) controller for an underactuated rotary pendulum system. The proposed control procedure un... Read More about A robust variable-structure LQI controller for under-Actuated systems via flexible online adaptation of performance-index weights.

Avoiding contingent incidents by quadrotors due to one or two propellers failure (2023)
Journal Article
Altınuç, K. O., Khan, M. U., & Iqbal, J. (2023). Avoiding contingent incidents by quadrotors due to one or two propellers failure. PLoS ONE, 18(3), Article e0282055. https://doi.org/10.1371/journal.pone.0282055

With the increasing impact of drones in our daily lives, safety issues have become a primary concern. In this study, a novel supervisor-based active fault-tolerant (FT) control system is presented for a rotary-wing quadrotor to maintain its pose in 3... Read More about Avoiding contingent incidents by quadrotors due to one or two propellers failure.