AAIR

Autonomy, Artificial Intelligence & Robotics (AAIR)

Tuesday, AUGUST 13, 2024

Time Event
8:00 a.m.

Opening of GVSETS and the Technical Sessions in Legacy Ballroom, 2nd Floor

Jim McManus, GVSETS Chair

Valde Garcia, President, NDIA-Michigan

Dr. David Gorsich, Chief Scientist, U.S. Army DEVCOM Ground Vehicle Systems Center (GVSC)

8:20 a.m.

Autonomy Panel: Human-Machine Integrated Formations

Moderator: Dr. Robert Sadowski, Chief Roboticist, U.S. Army DEVCOM GVSC

COL Ken Bernier, Project Manager, Future Battle Platforms, Program Executive Office Ground Combat Systems (PEO GCS)

Kurt Bruck, Vice President, Neya Systems

Robert Monto, Director, Advanced Concepts and Critical Technologies, U.S. Army Rapid Capabilities and Critical Technologies Office (RCCTO)

Leland “Kent” Shea, Product Manager, Robotics & Autonomous Systems, PEO CS&CSS

Dr. Amber Walker, Senior Vice President, Ground, C2, and Maritime Systems, Parry Labs

9:20 a.m.

Best Paper Announcement

Dr. David Gorsich, Chief Scientist, U.S. Army DEVCOM GVSC

Dr. Gregg Wildes, Business Development Manager, DornerWorks

9:30 a.m.

Exhibitor Break

10:05 a.m.

Welcome to the AAIR Tech Session

Dr. Oleg Sapunkov, Mechanical Engineer, Historian, U.S. Army DEVCOM GVSC

10:10 a.m.

Measurement and Prediction of Override Force of Clumps of Small Vegetation in Off-Road Autonomous Navigation

Dr. Christopher Goodin, Associate Research Professor, Center for Advanced Vehicular Systems (CAVS) Mississippi State University (MSU)

Marc Moore, Graduate Research Assistant, CAVS, MSU

Ethan Salmon, Research Engineer, CAVS, MSU

Michael Cole, Mechanical Engineer, U.S. Army DEVCOM GVSC

Dr. Paramsothy Jayakumar, Senior Technical Expert, U.S. Army DEVCOM GVSC

Brittney English, Senior Research Analyst, Dynetics Inc.

Paper Presentation

10:30 a.m.

Shadow Removal in Off-Road Terrain Perception with Multi-Sensor Signal Processing

Dr. Steven Gardner, Research Engineer, University of Alabama at Birmingham (UAB)

Dr. David Hoxie, Postdoctoral Researcher, UAB

Nicholas Bowen, Software Developer, UAB

Samuel Misko, Project Manager – Commercial & DoD Programs, UAB

Prof. Mohammad Haider, Associate Professor, University of Missouri - Columbia

Dr. Paramsothy Jayakumar, Senior Technical Expert, U.S. Army DEVCOM GVSC

Dr. Vladimir Vantsevich, Professor, Worcester Polytechnic Institution

Paper Presentation

10:50 a.m.

Applications of Unifying Off-Road Datasets through Ontology

Anthony Medellin, Doctoral Student, Texas A&M University

Anant Bhamri, Doctoral Student, Texas A&M University

Dr. David Grabowsky, Electrical Engineer, U.S. Army DEVCOM GVSC

Albert Ma, Student Researcher, Texas A&M University

Dr. Dariusz Mikulski, Lead Computer Scientist, U.S. Army DEVCOM GVSC

Prof. Reza Lanagri, Research Professor, Texas A&M University

Prof. Swaminathan Gopalswamy, Research Professor, Texas A&M University

Paper Presentation

11:10 a.m.

SCAN-Net: A Sparsely Encoded Convolutional Autoencoder for Semantic Segmentation of Unknown Terrain

Prof. Mohammad Haider, Associate Professor, University of Missouri - Columbia

Dr. Steven Gardner, Research Engineer, University of Alabama at Birmingham (UAB)

Dr. David Hoxie, Postdoctoral Researcher, UAB

Samuel Misko, Project Manager – Commercial & DoD Programs, UAB

Dr. Paramsothy Jayakumar, Senior Technical Expert, U.S. Army DEVCOM GVSC

Dr. Jonathan Smereka, Research Senior Technical Expert, U.S. Army DEVCOM GVSC

Jacob Woten, Computer Scientist, U.S. Army DEVCOM GVSC

Paper Presentation

11:30 a.m.

Vehicle-to-Pedestrian Relative State Estimation via Fusing UltraWideband Radios and a Monocular Camera

Nicholas Ott, Student Researcher, Auburn University

Tyler Flegel, Doctoral Student, Auburn University

Prof. David Bevly, Professor, Auburn University

Paper Presentation

11:50 a.m.

Lunch

1:05 p.m.

Introduction to the AAIR Afternoon Session

Dr. Matthew Foglesong, Director of Technology, National Advanced Mobility Consortium (NAMC)

1:10 p.m.

Highly Accurate GPS-Denied PNT Using Doppler LIDAR Measurements

Dr. Jeremy Templeton, Senior Systems Engineer, BlueSpace.ai

Dr. Jasprit Gill, Senior Robotics Engineer, BlueSpace.ai

Anurag Jakhotia, Senior Robotics Engineer, BlueSpace.ai

Joel Pazhayampallil, Co-Founder & CEO, BlueSpace.ai

Paper Presentation

1:30 p.m.

Graphical Networks and Motion Detection

Dr. David Hoxie, Postdoctoral Researcher, University of Alabama at Birmingham (UAB)

Dr. Steven Gardner, Research Engineer, UAB

Samuel Misko, Project Manager - Commercial & DoD Programs, UAB

Prof. Mohammad Haider, Associate Professor, University of Missouri - Columbia

Dr. Paramsothy Jayakumar, Senior Technical Expert, U.S. Army DEVCOM GVSC

Paper Presentation

1:50 p.m.

Safety-Regulated Reinforcement Learning Compensated Model Predictive Control for Ground Vehicles with Unknown Disturbances

Prakhar Gupta, Research Assistant, Clemson University

Dr. Yunyi Jia, Associate Professor, Clemson University

Paper Presentation

2:10 p.m.

AI-Enhanced Proactive Model Predictive Control for Off-Road Autonomous Vehicles

Mayuresh Bhosale, Ph.D. Student, Department of Automotive Engineering (AuE), Clemson University

Prakhar Gupta, Ph.D. Student, AuE, Clemson University

Rahul Prasanna Kumar, Ph.D. Student, AuE, Clemson University

Dr. Yunyi Jia, Associate Professor, AuE, Clemson University

Paper Presentation

2:30 p.m.

Exhibitor Break

3:15 p.m.

Introduction to the AAIR Final Session

Dr. David Grabowsky, Electrical Engineer, U.S. Army DEVCOM GVSC

3:20 p.m.

A Systematic Approach to Evaluation of Delivered AI Solutions

David Wells, Torch Associate Technical Fellow , Torch Technologies

Stuart L. Fowler, Torch Technical Fellow, Torch Technologies

Josh Walters, Torch Associate Technical Fellow, Torch Technologies

Ivy Elrod, Principal Engineer, Torch Technologies

Jacob Foley, Aerospace Engineer, Torch Technologies

Paper Presentation

3:40 p.m.

A Safety Reasoning Copilot Design for Future Uncrewed Ground Vehicles (UGVs)

Dr. Philip Frederick, Chief Scientist Office, U.S. Army DEVCOM GVSC

Paper Presentation

4:00 p.m.

Risk-Adaptive Rendezvous Planning for Resupply Missions in the Battlefield

Thomas Jonsson Damgaard, Software Engineer, Carmenta Geospatial Technologies Inc.

Dr. Mikael Rittri, Technical Expert, Carmenta Geospatial Technologies Inc.

Patrick Franz, Vice President, Customer Success, Carmenta Geospatial Technologies Inc.

Paper Presentation

4:20 p.m.

Energy-Aware Mission Planning for Unmanned Ground Vehicle Fleets

Noah Miller, Research Assistant, Department of Automotive Engineering (AuE), Clemson University

Dr. Nathan Goulet, Research Engineer, AuE, Clemson University

Prof. Beshah Ayalew, Professor, AuE, Clemson University

Paper Presentation

4:40 p.m.

Identifying and Mitigating the Challenges with Vehicle Path Planning in the Presence of Dynamic Obstacles

Stephen Harnett, Graduate Research Assistant, Applied Research Laboratory (ARL) Pennsylvania State University (PSU)

Prof. Sean Brennan, Professor, PSU

Prof. Herschel Pangborn, Assistant Professor, PSU

Jesse Pentzer, Assistant Research Professor, ARL, PSU

Prof. Karl Reichard, ARL Technical Fellow, Associate Research Professor, ARL, PSU

Paper Presentation

5:00 p.m.

AAIR Technical Session Conclusion

Dr. Oleg Sapunkov, Mechanical Engineer, Historian, U.S. Army DEVCOM GVSC

5:15 p.m.

Networking Reception: GVSETS Visits The Wild Wild West — Outdoor Patio