Deep federated learning for autonomous driving

A Nguyen, T Do, M Tran, BX Nguyen… - 2022 IEEE Intelligent …, 2022 - ieeexplore.ieee.org
Autonomous driving is an active research topic in both academia and industry. However,
most of the existing solutions focus on improving the accuracy by training learnable models …

Investigation of the prediction of wildlife animals and its deployment using the robot

P Kaur, S Kansal, VP Singh - Journal of Field Robotics, 2024 - Wiley Online Library
Monitoring Wildlife in their natural habitat requires direct human intervention. Some animals
are scared of humans. In such situations, camera‐equipped devices are implemented to …

Monocular based navigation system for autonomous ground robots using multiple deep learning models

Z Machkour, D Ortiz-Arroyo, P Durdevic - International Journal of …, 2023 - Springer
In recent years, the development of ground robots with human-like perception capabilities
has led to the use of multiple sensors, including cameras, lidars, and radars, along with …

FSVNet: Federated Self-driving Vehicle Network based on decomposition global convergence

M Bonyani, A Rad - Future Generation Computer Systems, 2024 - Elsevier
Autonomous vehicles (AVs) are expected to communicate with human drivers in
heterogeneous environments. By leveraging the cloud-based capabilities of distributed …

Segmentation-based angular position estimation algorithm for dynamic path planning by a person-following robot

I Asante, LB Theng, MTK Tsun, HS Jo… - Ieee …, 2023 - ieeexplore.ieee.org
This study designed, developed, and evaluated a deep-learning-based companion robot
prototype for indoor navigation and obstacle avoidance using an RGB-D camera as the sole …

A Region-Based Approach to Monocular Mapless Navigation Using Deep Learning Techniques

Z Machkour, D Ortiz-Arroyo… - 2023 9th International …, 2023 - ieeexplore.ieee.org
In recent years, there have been significant advances in navigation methods for autonomous
robotic systems, giving rise to a diverse range of navigation techniques. These techniques …

Segmentation-Based Dynamic Path Planning Using Depth Camera for Navigation by a Companion Robot

I Asante - 2023 - figshare.swinburne.edu.au
This research addresses the need for improved vision-based techniques in indoor robot
navigation, benefiting fields like self-driving cars and assistive technologies in medical …