{"id":4053,"date":"2019-01-25T15:06:03","date_gmt":"2019-01-25T20:06:03","guid":{"rendered":"https:\/\/cecas.clemson.edu\/C2M2\/?page_id=4053"},"modified":"2025-05-29T20:44:31","modified_gmt":"2025-05-30T00:44:31","slug":"project-reports","status":"publish","type":"page","link":"https:\/\/cecas.clemson.edu\/C2M2\/project-reports\/","title":{"rendered":"Project Reports"},"content":{"rendered":"

Safety and Health Impacts of Mobility Alternatives Technology Transfer<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Dimitra Michalaka, The Citadel
Co-Principal Investigator(s) \u2013 Kweku Brown, and William J. Davis, The Citadel
Sponsoring Organization \u2013 OST-R, The Citadel<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Assessing Transportation Infrastructure Segments for Bike Suitability<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Dimitra Michalaka, The Citadel
Co-Principal Investigator(s) \u2013 Keweku Brown and William J. Davis, The Citadel; Nathan Huynh and Chun-Hsing Ho, University of Nebraska-Lincoln; Yuche Chen, University of South Carolina
Sponsoring Organization \u2013 OST-R, The Citadel, University of South Carolina<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Intelligent Asset Management for Improved Mobility: Technology Transfer for South Carolina<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Paul Ziehl, University of South Carolina
Co-Principal Investigator(s) \u2013 Gurcan Comert, Benedict College
Sponsoring Organization \u2013 OST-R, University of South Carolina, Benedict College<\/p>\r\n

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Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

\r\n

A Software Tool for Securing Deep Learning against Adversarial Attacks for CAVs<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Pierluigi Pisu, Clemson University
Co-Principal Investigator(s) \u2013 Gurcan Comert and Negash Begashaw, Benedict College
Sponsoring Organization \u2013 OST-R, Clemson University, Benedict College<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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A Web-Based Tool for Cross Dock Trailer Scheduling<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 William Ferrell, Clemson University
Co-Principal Investigator(s) \u2013 Nathan Huynh, University of South Carolina
Sponsoring Organization \u2013 OST-R, Clemson University, University of South Carolina<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Improving Freight Transport Mobility and Efficiency via Synchronization<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Nathan Huynh, University of South Carolina
Co-Principal Investigator(s) \u2013 William Ferrell and Scott Mason, Clemson University
Sponsoring Organization \u2013 OST-R, University of South Carolina, Clemson University<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Assessing Potential of Bike Share Networks and Active Transportation to Improve Urban Mobility, Physical Activity and Public Health Outcomes in South Carolina<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 William Davis, The Citadel
Co-Principal Investigator(s) \u2013 Kweku Brown, The Citadel; Morgan Hughey, College of Charleston; Dimitra Michalaka and Daniel Bornstein, The Citadel; Nathan Hunyh and Andrew Kaczynski, University of South Carolina
Sponsoring Organization \u2013 OST-R, The Citadel, University of South Carolina<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

\r\n

Deep Learning-Based Computer Vision Framework for Predicting Retroreflectivity of Road Signs<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Judith Mwakalonge, South Carolina State University (SCSU)
Co-Principal Investigator(s) \u2013\u00a0 Gurcan Comert, Benedict College; Saidi Siuhi, SCSU
Sponsoring Organization \u2013 OST-R, SCSU, Benedict College<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Intelligent River\u00ae Bridge Flood Monitoring System to Improve Transportation Mobility<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Christopher Post, Clemson University
Co-Principal Investigator(s) \u2013\u00a0 Jeff Allen and Elena Mikhailova, Clemson University; Gurcan Comert, Benedict College;
Sponsoring Organization \u2013 OST-R, Clemson University, Benedict College<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Development of Transportation Air Quality Planning Tool for Transportation Agencies<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Yuche Chen, University of South Carolina
Co-Principal Investigator(s) \u2013\u00a0 Yu Qian, University of South Carolina (USC); Gurcan Comert, Benedict College; Xiwen Hao, USC
Sponsoring Organization \u2013 OST-R, University of South Carolina, Benedict College<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Quantum Artificial Intelligence-supported Trajectory Prediction for an Autonomous Truck Platoon<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Mashrur \u201cRonnie\u201d Chowdhury, Clemson University
Co-Principal Investigator(s) \u2013 \u00a0Gurcan Comert, Benedict College; Dimitra Michalaka, The Citadel; Judith Mwakalonge, SCSU; Nathan Huynh, USC; William J. Davis, The Citadel; Kweku Brown, The Citadel
Sponsoring Organization \u2013 OST-R, Clemson University, Benedict College, The Citadel, South Carolina State University, University of South Carolina<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Strategic Development of Graphical User Interface Tools for Enhancing Transportation Mobility Among Vulnerable Groups During Pandemics<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Yuche Chen, University of South Carolina
Co-Principal Investigator(s) \u2013 Xuanke Wu, Oak Ridge National Laboratory; Juan Caicedo and Yu Qian, University of South Carolina
Sponsoring Organization \u2013 OST-R, University of South Carolina<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Developing a Portable Railroad Crossing Monitoring System Based on Artificial Intelligence and Image Processing Technology<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Yu Qian, University of South Carolina
Co-Principal Investigator(s) \u2013 Yuche Chen and Dimitris Rizos, University of South Carolina; Gurcan Comert, Benedict College
Sponsoring Organization \u2013 OST-R, University of South Carolina, Benedict College<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Transfer of Technologies for Performance Degradation Prediction and Channel Switching in Vehicular Networks under Harsh Weather Conditions and Integration with State-of-the-Art Products<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Chin-Tser Huang, University of South Carolina
Co-Principal Investigator(s) \u2013 Gurcan Comert, Esmail Abuhdima, and Abdulmajid Mrebit, Benedict College; Pierluigi Pisu, Clemson University
Sponsoring Organization \u2013 OST-R, University of South Carolina, Clemson University, Benedict College<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Transfer of Unmanned Aircraft Systems Technology to SCDOT for Enhanced Bridge Inspections<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Joseph M. Burgett, Clemson University
Co-Principal Investigator(s) \u2013 Gurcan Comert, Benedict College
Sponsoring Organization \u2013 OST-R, Clemson University, Benedict College<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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A Statistical and Machine Learning Approach to Assess Contextual Complexity of the Driving Environment Using Autonomous Vehicle Data<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Jennifer Ogle, Clemson University
Co-Principal Investigator(s) \u2013 Gurcan Comert,\u00a0 and Vijay Bendigeri, Benedict College
Sponsoring Organization \u2013 OST-R, Clemson University, Benedict College<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Building Smarter Cities via Intelligent Asset Management: South Carolina Case Study using IBM Maximo Application<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Paul Ziehl, University of South Carolina\u00a0
Co-Principal Investigator(s) \u2013 Gurcan Comert, Benedict College, Nathan Huynh, University of South Carolina
Sponsoring Organization \u2013 OST-R, University of South Carolina, Benedict College<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Potential Reduction of Fatal Crashes in South Carolina due to Automated Vehicles<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Wayne Sarasua, Clemson University\u00a0
Co-Principal Investigator(s) \u2013 Dimitra Michalaka, William J. Davis and Kweku Brown, The Citadel; Pam Murray-Tuite and Jennifer Ogle, Clemson University
Sponsoring Organization \u2013 OST-R, Clemson University, The Citadel<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Real-Time Decentralized Framework for Technology-Enabled Intermodal Freight Transport<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Nathan Huynh, University of South Carolina\u00a0
Co-Principal Investigator(s) \u2013 William Ferrell, Clemson University; Bhavya Padmanabhan
Sponsoring Organization \u2013 OST-R, University of South Carolina, Clemson University<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Securing Deep Learning against Adversarial Attacks for Connected and Automated Vehicles<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Pierluigi Pisu, Clemson University\u00a0
Co-Principal Investigator(s) \u2013 Gurcan Comert and Negash Begashaw, Benedict College; Chuncheng Zhao
Sponsoring Organization \u2013 OST-R, Clemson University, Benedict College<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Cloud Based Collaborative Road Surface Monitoring\u00a0using Deep Learning and Smartphones<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Yunyi Jia, Clemson University\u00a0
Co-Principal Investigator(s) \u2013 Gurcan Comert, Benedict College;\u00a0Akshatha Ramesh, Dhananjay Nikam, Venkat Narayanan Balachandran,\u00a0Longxiang Guo, Rongyao Wang, and Leo Hu
Sponsoring Organization \u2013 OST-R, Clemson University, Benedict College\u00a0<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Multimodal-AI based Roadway Hazard Identification and\u00a0Warning using Onboard Smartphones with Cloud-based Fusion<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Yunyi Jia, Clemson University\u00a0
Co-Principal Investigator(s) \u2013 Gurcan Comert, Benedict College; Mayuresh Bhosale, Clemson University; Longxiang Guo; Leo Hu\u00a0
Sponsoring Organization \u2013 OST-R, Clemson University<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Data Fusion to Improve the Accuracy of Traffic Counts\u00a0<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Robert L. Mullen, The University of South Carolina
Co-Principal Investigator(s) \u2013 Nathan Huynh, The University of South Carolina; Gurcan Comert, Benedict College; Balaji Iyangar, Benedict College;
Sponsoring Organization \u2013 OST-R, The University of South Carolina, Clemson University\u00a0<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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A Machine Learning-Assisted Framework for\u00a0Determination of Performance Degradation Causes\u00a0and Selection of Channel Switching Strategy in Vehicular Networks\u00a0<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Chin-Tser Huang, The University of South Carolina\u00a0
Co-Principal Investigator(s) \u2013 Gurcan Comert, Benedict College; Esmail Abuhdima, Benedict College; Pierluigi Pisu, Clemson University, Jian Liu, The University of South Carolina; Amirhossein Nazeri, Clemson University
Sponsoring Organization \u2013 OST-R, The University of South Carolina, Benedict College, Clemson University\u00a0<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Monitoring of Illegal Removal of Road Barricades using\u00a0Intelligent Transportation Systems in Connected and Non-Connected Environments <\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Judith L. Mwakalonge, South Carolina State University
Co-Principal Investigator(s) \u2013 Frank C. Ngeni, South Carolina State University; Gurcan Comert, Benedict College; Saidi Siuhi, South Carolina State University; Varghese Vaidyan, Dakota State University
Sponsoring Organization \u2013 OST-R, The University of South Carolina, Benedict College<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Digital Twins to Increase Mobility in Rural South Carolina<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Paul Ziehl, The University of South Carolina
Co-Principal Investigator(s) \u2013 Gurcan Comert, Benedict College; Mahmoud Bayat, The University of South Carolina
Sponsoring Organization \u2013 OST-R, The University of South Carolina, Benedict College<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Strategic Management of Limited Transportation Recourses to Support Mobility of Disadvantaged and Disabled Travelers during the COVID-19 Pandemic or Similar Situations<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Yu Qian, The University of South Carolina
Co-Principal Investigator(s) \u2013 Ye Liu, The University of South Carolina; Gurcan Comert, Benedict College; Negash Begashaw, Benedict College
Sponsoring Organization \u2013 OST-R, The University of South Carolina, Benedict College<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Safe and Efficient E-Wayfinding (SeeWay) Assistive Navigation for the Visually Impaired<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Bing Li, Clemson University
Co-Principal Investigator(s) \u2013 Gurcan Comert, Benedict College; Johnell Brooks, Clemson University; Aries Arditi, Visibility Metrics LLC
Sponsoring Organization \u2013 OST-R, Benedict College, Clemson University<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Modeling Impact of Weather Conditions on 5G Communication and Mitigation Measures on Control of Automated Intersections<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Gurcan Comert, Benedict College
Co-Principal Investigator(s) \u2013 Esmail Abuhdima, Benedict College; Chin Tser Huang, University of South Carolina; Pierluigi Pisu, Clemson University; Jian Liu, University of South Carolina; Chunheng Zhao, Clemson University
Sponsoring Organization \u2013 OST-R, Benedict College, University of South Carolina, Clemson University<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Vision-based Navigation of Autonomous Vehicle In Roadway Environments With Unexpected Hazards (Foundational Project)<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Mashrur Chowdhury, Clemson University
Co-Principal Investigator(s) \u2013 Mhafuzul Isam, Clemson University; Hongda Li, Clemson University; Hongzin Hu, Clemson University
Sponsoring Organization \u2013 OST-R, Clemson University<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document\u00a0<\/a><\/p>\r\n

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Framework for Accommodating Emerging Autonomous Vehicles<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Burak Eksioglu, University of Arkansas
Co-Principal Investigator(s) \u2013 Matthias Josef Al Schmid, Clemson University; Nathan Huynh, University of South Carolina; Gurcan Comert, Benedict College; Dahui Liu, Clemson University
Sponsoring Organization \u2013 OST-R, University of South Carolina, Benedict College, Clemson University<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data<\/a><\/p>\r\n

Download Technology Transfer Document<\/a><\/p>\r\n

\r\n

Evaluation of Before and After Measures to Curb Distracted Walking<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Judith Mwakalonge, South Carolina State University
Co-Principal Investigator(s) \u2013 Jae Hong, South Carolina State University; Gurcan Comert, Benedict College\u00a0
Sponsoring Organization \u2013 OST-R, South Carolina State University, Benedict College<\/p>\r\n

Download Report<\/a><\/p>\r\n

Download Data (1)<\/a><\/p>\r\n

Download Data (2)<\/a><\/p>\r\n

Download Technology Transfer Document<\/a><\/p>\r\n

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Unmanned Aircraft Systems Impact on Operational Efficiency and Connectivity <\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Joseph M. Burgett, Clemson University
Co-Principal Investigator(s) \u2013 Dennis Bausman, Clemson University; Gurcan Comert, Benedict College
Sponsoring Organization \u2013 OST-R, SCDOT, Benedict College<\/p>\r\n

Download Report<\/strong><\/a>\u00a0<\/p>\r\n

Download Data<\/strong><\/a><\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

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Enhanced DSRC Security<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Richard Brooks, Clemson University
Co-Principal Investigator(s) \u2013 Gurcan Comert, Benedict College
Sponsoring Organization \u2013 OST-R, Clemson University, Benedict College<\/p>\r\n

Download Report<\/strong><\/a><\/p>\r\n

Download Data<\/strong><\/a><\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

\r\n

Attribution Theory and Collisions at Intersections<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Judith Mwakalonge, South Carolina State University
Co-Principal Investigator(s) \u2013 Gurcan Comert, Benedict College; Saidi Siuhi, South Carolina State University
Sponsoring Organization \u2013 OST-R, South Carolina State University, Benedict College<\/p>\r\n

Download Report<\/strong><\/a><\/p>\r\n

Download Data<\/strong>\u00a0<\/a><\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

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Tool to Assess Effectiveness of Intermodal Facility Location and Carrier Collaboration<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Nathan Huyhn, University of South Carolina
Co-Principal Investigator(s) \u2013 William Ferrell, Clemosn University
Sponsoring Organization \u2013 OST-R, University of South Carolina, Clemson University<\/p>\r\n

Download Report<\/strong><\/a><\/p>\r\n

Download Data<\/strong>\u00a0<\/a><\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

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Assessment of Autonomous Vehicle Sharing for Evacuation and Disaster Relief<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Pamela Murray – Tuite, Clemson University\u00a0
Co-Principal Investigator(s) \u2013 Nathan Huynh, Univerisity of South Carolina; Gurcan Comert, Benedict College
Sponsoring Organization \u2013 OST-R, Clemson University, University of South Carolina, Benedict College<\/p>\r\n

Download Report<\/strong><\/a><\/p>\r\n

Download Data<\/strong><\/a>*\u00a0<\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

*Additional data available upon request<\/p>\r\n

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Detection of False Data Injection Attack in Connected Vehicles via Cloud-based Sandboxing Final<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Pierluigi Pisu, Clemson University (ICAR)
Co-Principal Investigator(s) \u2013 Gurcan Comert, Benedict College
Sponsoring Organization \u2013 OST-R, Clemson University, Benedict College<\/p>\r\n

Download Report<\/strong><\/a><\/p>\r\n

Download Data<\/a><\/strong><\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

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Intelligent Camera Aided Railway Emergency System (i-CARES)<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Yu Qian, University of South Carolina
Co-Principal Investigator(s) \u2013 Yi Wang, University of South Carolina; Dimitris Rizos, University of South Carolina
Sponsoring Organization \u2013 OST-R, University of South Carolina<\/p>\r\n

Download Report<\/a><\/strong><\/p>\r\n

Download Data – Available upon request<\/strong><\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

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Data-driven Multimodal Transportation Energy Consumption Prediction and Analysis Framework for Sustainable Transit and Transportation Planning<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Yuche Chen, University of South Carolina
Co-Principal Investigator(s) \u2013 Gurcan Comert, Benedict College; Nathan Huynh, University of South Carolina
Sponsoring Organization \u2013 OST-R, University of South Carolina, Benedict College<\/p>\r\n

Download Report<\/strong><\/a><\/p>\r\n

Download Data<\/strong><\/a><\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

<\/p>\r\n

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Real \u2013 Time and Secure Analysis of Pedestrian Data for Connected Vehicles\u00a0CVs<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Amy Apon, Clemson University
Co-Principal Investigator(s) \u2013 Gurcan Comert, Benedict College; Mashrur Chowdhury, Clemson University
Sponsoring Organization \u2013 OST-R, Benedict College, Clemson University<\/p>\r\n

Download Report<\/strong><\/a><\/p>\r\n

Download Data<\/strong><\/a><\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

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Uncertainty Quantification of Cyber Attacks on Connected Vehicles and Infrastructure<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Jim Martin, Clemson University
Co-Principal Investigator(s) \u2013 Gurcan Comert, Benedict College
Sponsoring Organization \u2013 OST-R, Benedict College, Clemson University<\/p>\r\n

Download Report<\/strong><\/a><\/p>\r\n

Download Data<\/strong><\/a><\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

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Assessment of Safety Benefits of Technologies to Reduce Pedestrian Crossing Fatalities at Midblock Locations<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Jennifer Ogle, Clemson University
Co-Principal Investigator(s) \u2013 Mashrur Chowdhury, Clemson University; Dimitra Michalaka, The Citadel; Kweku Brown, The Citadel; Judith Mwakalonge, SCSU
Sponsoring Organization \u2013 OST-R, Clemson University, SCSU, The Citadel<\/p>\r\n

Download Report<\/strong><\/a><\/p>\r\n

Download Data<\/strong><\/a><\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

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Adaptive Signal Control Algorithms for Connected Vehicles<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Gurcan Comert, Benedict College
Co-Principal Investigator(s) \u2013 Mashrur Chowdhury, Clemson University
Sponsoring Organization \u2013 OST-R, Benedict College, Clemson University<\/p>\r\n

Download Report<\/strong><\/a><\/p>\r\n

Download Data<\/strong><\/a><\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

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Active Traffic Monitoring through Camera Networks with Automatic Camera Calibration for Pan \u2013 Tilt \u2013 Zoom Cameras<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Wayne Sarasua, Clemson University
Co-Principal Investigator(s) \u2013 Kweku Brown, The Citadel; William J. Davis, The Citadel; Dimitra Michalaka, The Citadel
Sponsoring Organization \u2013 OST-R, Clemson University, The Citadel<\/p>\r\n

Download Report<\/strong><\/a>\u00a0<\/p>\r\n

Download Data<\/a> – Available upon request<\/strong><\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

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Impact of Transportation on Air Quality at Elementary and Middle Schools in South Carolina<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Gurcan Comert, Benedict College
Co-Principal Investigator(s) \u2013 Samuel Darko, Benedict College; Nathan Huynh, USC
Sponsoring Organization \u2013 OST-R, Benedict College, USC<\/p>\r\n

Download Report<\/strong><\/a><\/p>\r\n

Download Data<\/strong><\/a><\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

\r\n

Infrastructure and Policy Needs for Personal Electric Mobility Devices in the Connected Vehicle World<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Judith Mwakalonge, South Carolina State University
Co-Principal Investigator(s) \u2013 Mashrur Chowdhury, Clemson University; Jae Dong Hong, SCSU
Sponsoring Organization \u2013 OST-R, Clemson University, SCSU<\/p>\r\n

Download Report<\/strong><\/a><\/p>\r\n

Download Data<\/strong><\/a><\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

\r\n

Assessing the Experience of Providers and Users of Transportation Network Company Ridersharing Services<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Eric Morris, Clemson University
Co-Principal Investigator(s) \u2013 Mashrur Chowdhury, Clemson University; Sakib Khan, Clemson University; Judith Mwakalonge, SCSU
Sponsoring Organization \u2013 OST-R, Clemson University, SCSU<\/p>\r\n

Download Report<\/strong><\/a><\/p>\r\n

Download Data<\/strong><\/a><\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

\r\n

Development of a Tool to Assess Effectiveness of Intermodal Facility Locations and Designs<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Nathan Huynh, University of South Carolina
Co-Principal Investigator(s) \u2013 William Ferrell, Clemson University
Sponsoring Organization \u2013 OST-R, USC, Clemson University<\/p>\r\n

Download Report<\/strong><\/a><\/p>\r\n

Download Data<\/strong><\/a>\u00a0<\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

\r\n

Real Time Classification of Vehicle Types and Modes using Image Analysis and Data Fusion<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Robert Mullen, University of South Carolina
Co-Principal Investigator(s) \u2013 Nathan Huynh, University of South Carolina
Sponsoring Organization \u2013 OST-R, USC, Clemson University<\/p>\r\n

Download Report<\/strong>\u00a0<\/a><\/p>\r\n

Download Data<\/strong><\/a><\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

\r\n

Railway Right of Way Monitoring and Early Warning System (RailMEWS) Based on Satellite and Aerial Imagery<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Dimitris Rizos, University of South Carolina
Co-Principal Investigator(s) \u2013 Robert Mullen, University of South Carolina
Sponsoring Organization \u2013 OST-R, USC, Clemson University<\/p>\r\n

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Download Data<\/strong><\/a><\/p>\r\n

Download Technology Transfer Document<\/strong><\/a><\/p>\r\n

\r\n

Improved Resiliency of Transportation Networks through Connected Mobility<\/strong><\/p>\r\n

Lead Principal Investigator \u2013 Paul Ziehl, University of South Carolina
Co-Principal Investigator(s) \u2013 Robert Mullen, University of South Carolina; Weichiang Pang, Clemson University
Sponsoring Organization \u2013 OST-R, USC, Clemson University<\/p>\r\n

D<\/strong>ownload Report<\/strong><\/a><\/p>\r\n

Download Data<\/strong><\/a><\/p>\r\n

D<\/strong>ownload Technology Transfer Document<\/strong><\/a><\/p>\r\n

","protected":false},"excerpt":{"rendered":"

Safety and Health Impacts of Mobility Alternatives Technology Transfer Lead Principal Investigator \u2013 Dimitra Michalaka, The CitadelCo-Principal Investigator(s) \u2013 Kweku Brown, and William J. Davis, The CitadelSponsoring Organization \u2013 OST-R, The Citadel Download Report Download Technology Transfer Document\u00a0 Assessing Transportation… Read moreProject Reports<\/span><\/span><\/a><\/p>\n","protected":false},"author":17,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-4053","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/pages\/4053","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/users\/17"}],"replies":[{"embeddable":true,"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/comments?post=4053"}],"version-history":[{"count":110,"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/pages\/4053\/revisions"}],"predecessor-version":[{"id":9538,"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/pages\/4053\/revisions\/9538"}],"wp:attachment":[{"href":"https:\/\/cecas.clemson.edu\/C2M2\/wp-json\/wp\/v2\/media?parent=4053"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}