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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
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Projects
CPS: TTP Option: Synergy: Collaborative Research: Dynamic Methods of Traffic Control that Impact Quality of Life in Smart Cities
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Submitted by Nikolaos Papaniko... on Fri, 09/23/2016 - 2:18pm
Project Details
Lead PI:
Nikolaos Papanikolopoulos
Co-PI(s):
Brian Scott
John Hourdos
Stephen Guy
Mihailo Jovanovic
Performance Period:
09/15/15
-
02/29/20
Institution(s):
University of Maryland College Park
Sponsor(s):
National Science Foundation
Award Number:
1544887
1282 Reads. Placed 253 out of 804 NSF CPS Projects based on total reads on all related artifacts.
Abstract:
In the recent past the term "Smart Cities" was introduced to mainly characterize the integration into our daily lives of the latest advancements in technology and information. Although there is no standardized definition of Smart Cities, what is certain is that it touches upon many different domains that affect a city's physical and social capital. Smart cities are intertwined with traffic control systems that use advanced infrastructures to mitigate congestion and improve safety. Traffic control management strategies have been largely focused on improving vehicular traffic flows on highways and freeways but arterials have not been used properly and pedestrians are mostly ignored. This work proposes to introduce a novel hierarchical adaptive controls paradigm to urban network traffic control that will adapt to changing movement and interaction behaviors from multiple entities (vehicles, public transport modes, bicyclists, and pedestrians). Such a paradigm will leverage several key ideas of cyber-physical systems to rapidly and automatically pin-point and respond to urban arterial congestion thereby improving travel time and reliability for all modes. Safety will also be improved since advanced warnings actuated by the proposed cyber-physical system will alert drivers to congested areas thereby allowing them to avoid these areas, or to adapt their driving habits. Such findings have a tangible effect on the well-being, productivity, and health of the traveling public. The primary goal is to create a Cyber-Control Network (CCN) that will integrate seamlessly across heterogeneous sensory data in order to create effective control schemes and actuation sequences. Accordingly, this project introduces a Cyber-Physical architecture that will then integrate: (i) a sub-network of heterogeneous sensors, (ii) a decision control substrate, and (iii) a sub-actuation network that carries out the decisions of the control substrate (traffic control signals, changeable message signs). This is a major departure from more prevalent centralized Supervisory Control And Data Acquisition (SCADA), in that the CCN will use a hierarchical architecture that will dynamically instantiate the sub-networks together to respond rapidly to changing cyber-physical interactions. Such an approach allows the cyber-physical system to adapt in real-time to salient traffic events occurring at different scales of time and space. The work will consequently introduce a ControlWare module to realize such dynamic sub-network reconfiguration and provide decision signal outputs to the actuation network. A secondary, complementary goal is to develop a heterogeneous sensor network to reliably and accurately monitor and identify salient arterial traffic events. Other impacts of the project include the integration of the activities with practitioners (e.g., traffic engineers), annual workshops/tutorials, and outreach to K-12 institutions.
Related Artifacts
Presentations
CPS: TTP Option: Synergy: Collaborative Research: Dynamic Methods of Traffic Control that Impact Quality of Life in Smart Cities
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Posters
CPS: TTP Option: Synergy: Collaborative Research: Dynamic Methods of Traffic Control that Impact Quality of Life in Smart Cities
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Dynamic Methods of Traffic Control that Impact Quality of Life in Smart Cities
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CPS: TTP Option: Synergy: Collaborative Research: Dynamic Methods of Traffic Control that Impact Quality of Life in Smart Cities
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Publications
Evaluation of Safety and Mobility of Two-Lane Roundabouts
Design, specification, implementation and evaluation of a freeway queue warning system
Traffic Impacts of Bicycle Facilities
Development of a Queue Warning System Utilizing ATM Infrastructure System Development and Field-Testing
Safety Impacts of the I-35W Improvements Done Under Minnesota’s Urban Partnership Agreement (UPA) Project
Bus Transit Service Planning and Operations in a Competitive Environment Bus Transit Service Planning and Operations in a Competitive Environment
Evaluation of a Rectangular Rapid Flashing Beacon System at the Belmont Ridge Road and W & OD Trail Mid-Block Crosswalk
Framework and Guidelines for the Development of a Twin Cities Mesoscopic DTA Model
Flagger Operations: Investigating Their Effectiveness in Capturing Driver Attention
Evaluation of the Efiect of MnPASS Lane Design on Mobility and Safety
Freeway Traffic Queue-Warning System: Deployment and First Impressions
Impact of Variable Speed Limits on Freeway Rear-End Collisions
Traffic Impacts of Bicycle Facilities: An Observational Study
Evaluation of the Effectiveness of ATM Messages Used During Incidents
Safety-Related Guidelines for Time-of-Day Changes in Left-Turn Phasing
Traffic Impact Assessment of Partial Cloverleaf Interchange
Field Implementation, Testing, and Refinement of Density Based Coordinated Ramp Control Strategy
Development of Guidelines for Permitted Left-Turn Phasing Using Flashing Yellow Arrows.
MnPASS Modeling and Pricing Algorithm Enhancement
Evaluating Twin Cities Transitways’ Performance and their Interaction with Traffic on Neighboring Major Roads
Development of analysis methods using recent data: Shrp2 safety research
A general practical procedure for calibrating microscopic traffic simulation models
Simulation Platform for Planning and Operational Evaluation of HOT Lanes
Developing a Large-Scale Hybrid Simulation Model: Lessons Learned
A Real-Time Process for Predicting Shockwave Trajectory on Freeway Traffic
Prepared for
A PRACTICAL PROCEDURE FOR CALIBRATING MICROSCOPIC TRAFFIC SIMULATION MODELS By
Evaluation of the Effect of MnPASS Lane Design on Mobility and Safety
Investigation of the Impact of the I-94 ATM System on the Safety of the I-94 Commons High Crash Area
Implementation of High Accuracy Radar Detectors for Traffic Safety Countermeasure Evaluation
Perfume dermatitis
Before/After Study on the Effects of Signage and Striping on the Safety of a Modern Two-Lane Roundabout
Expanding and Streamlining of RTMC Freeway Network Performance Reporting Methodologies and Tools
Calibration of microscopic traffic simulators using travel times and trajectories.
Probe vehicle based real-time traffic monitoring on urban roadways
Effect of Signing and Lane Markings on the Safety of a Two-Lane Roundabout
Estimating the Crash Reduction and Vehicle Dynamics Effects of Flashing LED Stop Signs
Portable, Non-Intrusive Advance Warning Devices for Work Zones with or without Flag Operators
Effectiveness of Urban Partnership Agreement Traffic Operations Measures in the I-35W Corridor
I-494 Future Improvements Evaluation with Two Traffic Simulators
Minnesota's New Ramp Control Strategy
Computer aided testing and evaluation of adaptive ramp control strategies
ESTIMATION OF RAMP CONTROL EFFECTIVENESS THROUGH MICROSCOPIC SIMULATION
Simplifying Simulation for ITS Applications
DEVELOPMENT AND IMPLEMENTATION OF ADVANCED DETECTION AND SURVEILANCE STATIONS FOR TRAFFIC SAFETY
Employment of the Traffic Management Laboratory (TRAMLAB) for Evaluating Ramp Control Strategies in the Twin Cities
Ramp control taking into account ramp demand and ramp queue size information
METHODOLOGY FOR SELECTING MICROSCOPIC SIMULATORS
AIDDS: A System for Developing and Testing Incident Detection Algorithms
Future TMC Operations System Prototype and Testing Facility: Phase II
Towards the Development of Next Generation Traffic Management Centers: The TRAMLAB System
Computer Aided Testing of Adaptive Ramp Control Applications
Requirements and procedures for employing simulation in ITS applications
Preliminary Features of a Decision Support System for Incident Detection
Deployment of wireless mobile detection and surveillance for data-intensive applications
Development And Implementation of A Virtual Traffic Management Center
Review of non-intrusive advanced sensor devices for advanced traffic management systems and recent advances in video detection
Methodology for performance optimization of ramp control strategies through microsimulation
Computer aided testing and evaluation of adaptive ramp control strategies
Methodology for selecting microscopic simulators: Comparative evaluation of AIMSUN and VISSIM
Minnesota's new ramp control strategy: Design overview and preliminary assessment
Transferability of freeway incident detection algorithms
Evaluation of ramp control effectiveness in two twin cities freeways
Practical procedure for calibrating microscopic traffic simulation models
Advanced Portable Wireless Measurement and Observation Station
Directional Sound for Long-Distance Auditory Warnings From a Highway Construction Work Zone
Development of Next Generation Simulation Models for the Twin Cities Freeway Metro-Wide Simulation Model—Phase 1
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Bayesian model for constructing arterial travel time distributions using gps probe vehicles
Modeling traffic patterns in Denali National Park and Preserve to evaluate effects on visitor experience and wildlife
A Spline-based Bi-level Optimization Approach for Extracting Accurate Vehicle Trajectories
Initial analyses from the SHRP 2 naturalistic driving study: Addressing driver performance and behavior in traffic safety
Investigation of Pedestrian/Bicyclist Risk in Minnesota Roundabout Crossings
Effect of Signs and Striping on Roundabout Safety: An Observational Before/After Study
TH-36 Full Closure Construction: Evaluation of Traffic Operations Alternatives
Vehicle Probe Based Real-Time Traffic Monitoring on Urban Roadway Networks
Directional Sound for Long Distance Auditory Warnings from a Highway Construction Zone
Streamlining of the Traffic Modeling Process for Implementation in the Twin Cities Freeway Network-Phase II
Estimating Running Time and Demand for a Bus Rapid Transit Corridor
Access to Destinations: Twin Cities Metro-wide Traffic Micro-simulation Feasibility Investigation
Vehicle Speed Impacts of Occasional Hazard (Playground) Warning Signs
Accident Prevention Based on Automatic Detection of Accident Prone Traffic Conditions: Phase I
Technology in Planning and Participatory Processes: Identifying New Synergies through Real World Application
Simulating Realistic Shockwave Propagation on HOT Lanes
Employment of the Traffic Management Lab for the Evaluation and Improvement of Stratified Metering Algorithm-Phase III
Development of Real-Time Traffic Adaptive Crash Reduction Measures for the Westbound I-94/35W Commons Section
Outline for a causal model of traffic conflicts and crashes
Access to destinations: Arterial data acquisition and network-wide travel time estimation (phase II)
Development of analysis methods using recent data
Opportunities to Preventing Rear-End Vehicle Crashes: Findings from Analyzing Actual Crash Data
Evaluation and improvement of the stratified ramp metering algorithm through microscopic simulation-phase ii
An Observational Study of Pedestrian and Bicycle Crossing Experience in Two Modern Urban Roundabouts
Arterial travel time characterization and real-time traffic condition identification using GPS-equipped probe vehicles
Preprocessing volume input data for improved traffic simulation
Crash prone traffic flow dynamics: Identification and real-time detection
Opportunities for preventing rear-end crashes: findings from the analysis of actual freeway crash data
Enhanced Micro-simulation models for accurate safety assessment of traffic management ITS Solutions
Bus transit service planning and operations in a competitive environment
Comprehensive evaluation of new integrated freeway ramp control strategy
Improving Minnesota's stratified ramp control strategy
Vehicle trajectory collection and processing methodology and its implementation
Outline of causal theory of traffic conflicts and collisions
Real-time detection of crash-prone conditions at freeway high-crash locations
The less-than-perfect driver: a model of collision-inclusive car-following behavior
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