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Nina Mahmoudian

7 accepted papers

2024

Synergistic Reinforcement and Imitation Learning for Vision-driven Autonomous Flight of UAV Along River

IROS 2024poster

Vision-driven autonomous flight and obstacle avoidance of Unmanned Aerial Vehicles (UAVs) along complex riverine environments for tasks like rescue and surveillance requires a robust navigation policy, which is yet difficult to obtain due to the shortage of trainable riverine environment simulators.…

Cited by 1SourcecodeScholar
2022

Underwater Dock Detection through Convolutional Neural Networks Trained with Artificial Image Generation

ICRA 2022poster

Autonomous Underwater Vehicles (AUVs) are a vital element for ocean exploration in various applications; however, energy sustainability still limits long-term operations. An option to overcome this problem is using underwater docking for power and data transfer. To robustly guide an AUV into a docki…

Cited by 9SourceScholar
2021

Enhancing Safety of Students with Mobile Air Filtration during School Reopening from COVID-19

ICRA 2021poster

The paper discusses how robots enable occupant-safe continuous protection for students when schools reopen. Conventionally, fixed air filters are not used as a key pandemic prevention method for public indoor spaces because they are unable to trap the airborne pathogens in time in the entire room. H…

Cited by 5SourceScholar
2020

Collaborative Mission Planning for Long-Term Operation Considering Energy Limitations

RA-L 2020

Mobile robotics research and deployment is highly challenged by energy limitations, particularly in marine robotics applications. This challenge can be addressed by autonomous transfer and sharing of energy in addition to effective mission planning. Specifically, it is possible to overcome energy li

Cited by 21SourceScholar
2019

Rendezvous Planning for Multiple AUVs With Mobile Charging Stations in Dynamic Currents

RA-L 2019

Operation of autonomous underwater vehicles (AUVs) in large spatiotemporal missions is currently challenged by onboard energy resources requiring manned support. With current methods, AUVs are programmed to return to a static charging station based on a threshold in their energy level. Although this

Cited by 34SourceScholar
2017

Highly Maneuverable Low-Cost Underwater Glider: Design and Development

RA-L 2017

This letter presents the design and potential impact of the developed Research Oriented Underwater Glider for Hands-on Investigative Engineering (ROUGHIE). The ROUGHIE is an open-source, highly maneuverable, and low-cost vehicle that enables rapid development and testing of new hardware and software

Cited by 43SourceScholar
2015

A multi-level motion controller for low-cost Underwater Gliders

ICRA 2015poster

An underwater glider named ROUGHIE (Research Oriented Underwater Glider for Hands-on Investigative Engineering) is designed and manufactured to provide a test platform and framework for experimental underwater automation. This paper presents an efficient multi-level motion controller that can be use…

Cited by 12SourceScholar