Some of the completed projects have already resulted in related publications; see the Technology Transfer section for such reports.
Completed Projects
- Project ID 101: The Composite Marginal Likelihood (CML) Inference Approach with Applications to Discrete and Mixed Dependent Variable Models (PI: Chandra Bhat)
- Project ID 102: A New Estimation Approach to Integrate Latent Psychological Constructs in Choice Modeling (PI: Chandra Bhat)
- Project ID 104: Transit Demand and Routing after Autonomous Vehicle Availability (PI: Stephen Boyles)
- Project ID 105: Semi-Autonomous Parking for Enhanced Safety and Efficiency (PI: Sriram Vishwanath)
- Project ID 106: Combining Millimeter-Wave Radar and Communication Paradigms for Automotive Applications: A Signal Processing Approach (Co-PI: Robert Heath and Chandra Bhat)
- Project ID 107: Coherence Time and Beam Alignment for mmWave Vehicular Communications (PI: Robert Heath)
- Project ID 108: Improved Traffic Operations through Real-Time Data Collection and Control (Co-PIs: Stephen Boyles and Sanjay Shakkotai)
- Project ID 109: Models for High Dimensional Mixed Regression (Co-PIs: Constantine Caramanis and Chandra Bhat)
- Project ID 110: Streaming PCA with Many Missing Entries (PI: Constantine Caramanis)
- Project ID 111: Greedy Subspace Clustering (PI: Constantine Caramanis)
- Project ID 112: An Empirical Investigation into the Time-Use and Activity Patterns of Dual-Earner Couples with and without Young Children (PI: Chandra Bhat)
- Project ID 113: A New Generalized Heterogeneous Data Model to Jointly Model Mixed Types of Dependent Variables (PI: Chandra Bhat)
- Project ID 114: A New Spatial (Social) Interaction Discrete Choice Model Accommodating for Unobserved Effects due to Endogenous Network Formation (PI: Chandra Bhat)
- Project ID 115: High-Precision GPS Vehicle Tracking to Improve Safety (Co-PIs: Jennifer Duthie and Todd Humphreys)
- Project ID 116: Infrastructure-Informed Travel Sheds (PI: Jennifer Duthie)
- Project ID 117: The Formulation and Estimation of a Spatial Skew-Normal Generalized Ordered-Response Model (PI: Chandra Bhat)
- Project ID 118: A Latent Class Multiple Constraint Multiple Discrete-Continuous Extreme Value Model of Time Use and Goods Consumption (PI: Chandra Bhat)
- Project ID 119: A Comprehensive Dwelling Unit Choice Model Accommodating Psychological Constructs within a Search Strategy for Consideration Set Formation (PI: Chandra Bhat)
- Project ID 120: On Accommodating Spatial Interactions in a Generalized Heterogeneous Data Model (GHDM) of Mixed Types of Dependent Variables (PI: Chandra Bhat)
- Project ID 121: Transportation Data Discovery Environment (PI: Natalia Ruiz Juri)
- Project ID 122: Travel Modeling in an Era of Connected and Automated Transportation Systems: An Investigation in the Dallas-Fort Worth Area (PI: Chandra Bhat)
- Project ID 123: Analyzing Millimeter Wave Vehicular Communication Systems in Urban Areas (PI: Robert Heath)
- Project ID 124: Exploiting DSRC Information to Reduce Millimeter Wave Beam Alignment Overhead in Vehicular Environments (PI: Robert Heath)
- Project ID 125: Real-Time Signal Control and Traffic Stability (PI: Stephen Boyles)
- Project ID 127: Online Learning for Freight (PI: Sanjay Shakkotai)
- Project ID 128: Large-Scale Linear Programs in Planning and Prediction (PI: Constantine Caramanis)
- Project ID 129: Imputing Missing Data via Sparse Reconstruction Techniques (PI: Constantine Caramanis)
- Project ID 130: Using Collected Data to Improve Dynamic Traffic Assignment Modeling (PI: Natalia Ruiz Juri)
- Project ID 131: Accommodating a Flexible Response Heterogeneity Distribution in Choice Models of Human Behavior for Transportation Planning (PI: Chandra Bhat)
- Project ID 132: Internet of Moving Things using Full Duplex Mesh Networks (PI: Sriram Vishwanath)
- Project ID 133: Performance Trade-Off for a Joint Automotive Radar and Communication System (PI: Robert Heath)
- Project ID 134: Cybersecurity Challenges and Pathways in the Context of Connected Vehicle Systems (PI: Chandra Bhat)
- Project ID 135: Evaluation of Routing Protocols for Vehicular Ad hoc Networks (VANETs) in Connected Transportation Systems (PI: Chandra Bhat)
- Project ID 136: Spatial Correlation Estimation of Millimeter Vehicular Communication Channels Using Out-of-Band Information (PI: Robert Heath)
- Project ID 137: Joint Millimeter-Wave Communication and Radar for Automotive Applications (PI: Robert Heath)
- Project ID 138: Cooperative Mapping for Automated Vehicles (PI: Todd Humphreys)
- Project ID 139: ADAS Enhanced by 5G Connectivity (PI: Todd Humphreys)
- Project ID 140: Improved Models for Managed Lane Operations (PI: Stephen Boyles)
- Project ID 141: Capturing the Impacts of Ride-sourcing and HOVs (PI: Chandra Bhat)
- Project ID 142: Explorations to Inform V2I Managed Lanes Design and Development (PI: Natalia Ruiz Juri)
- Project ID 143: Transition Period from Today to Fully Autonomous (PI: Natalia Ruiz Juri)
- Project ID 144: Statistical Inference Using Stochastic Gradient Descent (PI: Constantine Caramanis)
- Project ID 145: Clustering and Classification (PI: Constantine Caramanis)
- Project ID 146: Bandit Algorithms for Online Learning and Resource Allocation (PI: Sanjay Shakkottai)
- Project ID 147: V2X Spectrum Resource Allocation for Sensing and Communications (PI: Sanjay Shakkottai)
- Project ID 148: A New Microeconomic Theory-Based Model for Ranking Data (PI: Chandra Bhat)
- Project ID 149: Megaregional Trends of Passenger and Freight Movement: Evidence from National Transportation Data Sources (PI: Chandra Bhat)
- Project ID 150: Transit Policy in the Context of New Transportation Paradigms (PI: James Kuhr)
- Project ID 151: Video Data Analytics for Safer and More Efficient Mobility (PI: Natalia Ruiz Juri)
- Project ID 152: Data-driven, Real-time Traffic Signal Optimization: A Distributed Approach (PI: Stephen Boyles)
- Project ID 153: Real-time, Targeted Incentives for Strategic Travelers (PI: Stephen Boyles)
- Project ID 154: Tight-coupling of Vision, Radar, and Carrier-phase Differential GNSS for Robust All-weather Positioning (PI: Todd Humphreys)
- Project ID 155: Modeling Willingness-to-share Trips in an Autonomous Vehicle Future: A Stochastic Psychological Latent Construct Approach (PI: Chandra Bhat)
- Project ID 156: Emerging Transportation Mobility Options and Technologies: A Comprehensive Analysis of Consumer Preferences using Survey and Supplementary Data (PI: Chandra Bhat)
- Project ID 157: Sensing and Communications in V2V and V2I Settings (PI: Sanjay Shakkottai)
- Project ID 158: Online Matching, Black-box Optimization and Hyper-parameter Tuning (PI: Sanjay Shakkottai)
- Project ID 159: Solving Perception Challenges for Autonomous Vehicles Using SGD (PI: Constantine Caramanis)
- Project ID 160: Large-scale Optimization with Small-scale Data (PI: Constantine Caramanis)