Intelligent Traffic Control in a Connected Vehicle Environment

Signal control systems have experienced tremendous development both in hardware and in control strategies in the past 50 years since the advent of the first electronic traffic signal control device. The state-of-art real-time signal control strategies rely heavily on infrastructure-based sensors, including in-pavement or video based loop detectors for data collection. With the emergence of connected vehicle technology, mobility applications utilizing vehicle to infrastructure (V2I) communications enable the intersection to acquire a much more complete picture of the nearby vehicle states. Based on this new source of data, traffic controllers should be able to make “smarter” decisions. This dissertation investigates the traffic signal control strategies in a connected vehicle environment considering mobility as well as safety. A system architecture for connected vehicle based signal control applications under both a simulation environment and in the real world has been developed. The proposed architecture can be applied to applications such as adaptive signal control, signal priority including transit signal priority (TSP), freight signal priority (FSP), emergency vehicle preemption, and integration of adaptive signal control and signal priority. Within the framework, the trajectory awareness of connected vehicles component processes and stores the connected vehicle data from Basic Safety Message (BSM). A lane level intersection map that represents the geometric structure was developed. Combined with the map and vehicle information from BSMs, the connected vehicles can be located on the map. Some important questions specific to connected vehicle are

[1]  Suvrajeet Sen,et al.  Controlled Optimization of Phases at an Intersection , 1997, Transp. Sci..

[2]  H Köll,et al.  Driver behaviour during flashing green before amber: a comparative study. , 2004, Accident Analysis and Prevention.

[3]  Nathan H. Gartner,et al.  MITROP: A COMPUTER PROGRAM FOR SIMULTANEOUS OPTIMISATION OF OFFSETS, SPLITS AND CYCLE TIME , 1976 .

[4]  Darcy M. Bullock,et al.  Transition methods in traffic signal control , 2006 .

[5]  Darcy M. Bullock,et al.  ACS-Lite Algorithmic Architecture: Applying Adaptive Control System Technology to Closed-Loop Traffic Signal Control Systems , 2003 .

[6]  Raghu Pasupathy,et al.  Simulation-Based Optimization of Maximum Green Setting under Retrospective Approximation Framework , 2010 .

[7]  Jay Datesh,et al.  Using k-means clustering to improve traffic signal efficacy in an IntelliDriveSM environment , 2011, 2011 IEEE Forum on Integrated and Sustainable Transportation Systems.

[8]  Ozlem Ozmen,et al.  Guidelines for Multicriterion Decision-Based Left-Turn Signal Control , 2009 .

[9]  Darcy M. Bullock,et al.  Limitations of Simultaneous Gap-Out Logic , 2006 .

[10]  Andrew P Tarko,et al.  Probabilistic Approach to Controlling Dilemma Occurrence at Signalized Intersections , 2006 .

[11]  Paolo Dell'Olmo,et al.  REALBAND : an approach for real-time coordination of traffic flows on networks , 1995 .

[12]  Lin Xiao,et al.  A Quasi-Dynamic Robust Control Scheme for Signalized Intersections , 2011, J. Intell. Transp. Syst..

[13]  Yue Liu,et al.  An arterial signal optimization model for intersections experiencing queue spillback and lane blockage , 2011 .

[14]  Richard E. Allsop A diagram showing practicable settings for a fixed-time traffic signal and their effect on delay , 1971 .

[15]  Joyoung Lee,et al.  Optimization of Coordinated–Actuated Traffic Signal System , 2009 .

[16]  Ilsoo Yun,et al.  Evaluation of Adaptive Maximum Feature in Actuated Traffic Controller , 2007 .

[17]  Byungkyu Park,et al.  Traffic Signal Control with Connected Vehicles , 2013 .

[18]  Zong Tian,et al.  Effectiveness of Lead–Lag Phasing on Progression Bandwidth , 2008 .

[19]  Larry Head,et al.  Performance Analysis of Coordinated Traffic Signals during Transition , 2007 .

[20]  Aleksandar Stevanovic,et al.  Adaptive Traffic Control Systems: Domestic and Foreign State of Practice , 2010 .

[21]  James A Bonneson,et al.  Traffic Detector Designs for Isolated Intersections , 1996 .

[22]  J. Farrell,et al.  The global positioning system and inertial navigation , 1999 .

[23]  Yiheng Feng,et al.  A real-time adaptive signal control in a connected vehicle environment , 2015 .

[24]  John D. C. Little,et al.  The Synchronization of Traffic Signals by Mixed-Integer Linear Programming , 2011, Oper. Res..

[25]  Bernhard Friedrich,et al.  Traffic Signal Transition in Coordinated Meshed Networks , 2010 .

[26]  Fan Bai,et al.  Toward understanding characteristics of dedicated short range communications (DSRC) from a perspective of vehicular network engineers , 2010, MobiCom.

[27]  Byungkyu Brian Park,et al.  Development and Evaluation of a Cooperative Vehicle Intersection Control Algorithm Under the Connected Vehicles Environment , 2012, IEEE Transactions on Intelligent Transportation Systems.

[28]  P R Lowrie,et al.  The Sydney coordinated adaptive traffic system - principles, methodology, algorithms , 1982 .

[29]  Yafeng Yin,et al.  Robust Signal Timing for Arterials under Day-to-Day Demand Variations , 2010 .

[30]  R E Allsop SIGSET: A COMPUTER PROGRAM FOR CALCULATING TRAFFIC SIGNAL SETTINGS , 1971 .

[31]  Nagui M. Rouphail,et al.  Turn Pocket Blockage and Spillback Models , 2011 .

[32]  Nathan H. Gartner,et al.  Optimized Policies for Adaptive Control Strategy in Real-Time Traffic Adaptive Control Systems: Implementation and Field Testing , 2002 .

[33]  Brendon Hemily,et al.  Transit Signal Priority (TSP): A Planning and Implementation Handbook , 2005 .

[34]  Alexander Skabardonis Determination of Timings in Signal Systems with Traffic-Actuated Controllers , 1996 .

[35]  Bruce X Wang,et al.  Analytical Models for Protected plus Permitted Left-Turn Capacity at Signalized Intersection with Heavy Traffic , 2010 .

[36]  Marc Miska,et al.  A New Multiobjective Signal Optimization for Oversaturated Networks , 2011, IEEE Transactions on Intelligent Transportation Systems.

[37]  Hesham A. Rakha,et al.  Effect of Yellow-Phase Trigger on Driver Behavior at High-Speed Signalized Intersections , 2006, 2006 IEEE Intelligent Transportation Systems Conference.

[38]  Charles V. Zegeer,et al.  Effectiveness of Green-Extension Systems at High-Speed Intersections , 1977 .

[39]  Zong Tian,et al.  System Partition Technique to Improve Signal Coordination and Traffic Progression , 2007 .

[40]  Jing-Quan Li Discretization modeling, integer programming formulations and dynamic programming algorithms for robust traffic signal timing , 2011 .

[41]  Ilsoo Yun,et al.  Cumulative Travel-Time Responsive Real-Time Intersection Control Algorithm in the Connected Vehicle Environment , 2013 .

[42]  Peter G Furth,et al.  Red Clearance Intervals: Theory and Practice , 2004 .

[43]  Gang-Len Chang,et al.  Design and Development of Integrated Arterial Signal Control Model , 2006 .

[44]  R. E. Allsop Selection of Offsets to Minimize Delay to Traffic in a Network Controlled by Fixed-Time Signals , 1968 .

[45]  Darcy M. Bullock,et al.  Implementation of Lane-by-Lane Detection at Actuated Controlled Intersections , 2007 .

[46]  Werner Brilon,et al.  Experiences with Adaptive Signal Control in Germany , 2013 .

[47]  Yue Liu,et al.  Coordinated Optimization of Signal Timings for Intersection Approach with Presignals , 2013 .

[48]  Robert Herman,et al.  The Problem of the Amber Signal Light in Traffic Flow , 1960 .

[49]  A Carter,et al.  SCOOT: THE WORLD'S FOREMOST ADAPTIVE TRAFFIC CONTROL SYSTEM , 1995 .

[50]  Nathan H. Gartner,et al.  MULTIBAND-96: A Program for Variable-Bandwidth Progression Optimization of Multiarterial Traffic Networks , 1996 .

[51]  John D. C. Little,et al.  Optimization of Traffic Signal Settings by Mixed-Integer Linear Programming , 1975 .

[52]  John D. C. Little,et al.  MAXBAND: A PROGRAM FOR SETTING SIGNALS ON ARTERIES AND TRIANGULAR NETWORKS , 1981 .

[53]  Darcy M. Bullock,et al.  Estimating dilemma zone hazard function at high speed isolated intersection , 2011 .

[54]  Darcy M. Bullock,et al.  Overview and Performance Evaluation of ACS Lite: Low-Cost Adaptive Signal Control System , 2008 .

[55]  Rainer Wiedemann,et al.  SIMULATION DES STRASSENVERKEHRSFLUSSES. , 1974 .

[56]  Jing Zhao,et al.  Increasing the Capacity of Signalized Intersections with Dynamic Use of Exit Lanes for Left-Turn Traffic , 2013 .

[57]  F. Webster TRAFFIC SIGNAL SETTINGS , 1958 .

[58]  L E Keefer,et al.  Transportation and traffic engineering handbook. 2nd edition , 1982 .

[59]  Pitu B. Mirchandani,et al.  A REAL-TIME TRAFFIC SIGNAL CONTROL SYSTEM: ARCHITECTURE, ALGORITHMS, AND ANALYSIS , 2001 .

[60]  Thomas Urbanik,et al.  Initial Evaluations of New TRANSYT-7F Version 8.1 Program , 1999 .

[61]  Richard Rothery,et al.  The Synchronization of Traffic Signals for Minimum Delay , 1967, Transp. Sci..

[62]  Jidong Yang,et al.  Integrating Left-Turn Lane Geometric Design with Signal Timing , 2011 .

[63]  G. F. Newell Properties of Vehicle-Actuated Signals: I. One-Way Streets , 1969 .

[64]  Carlos F. Daganzo,et al.  THE CELL TRANSMISSION MODEL, PART II: NETWORK TRAFFIC , 1995 .

[65]  R D Henry Signal Timing on a Shoestring , 2005 .

[66]  Montasir M Abbas,et al.  Evaluation of Traffic Responsive Control on the Reston Parkway Arterial Network , 2009 .

[67]  Hyungjun Park,et al.  Application of IntelliDrive℠ to Address Oversaturated Conditions on Arterials , 2011 .

[68]  Wanjing Ma,et al.  Investigating the Impacts of Green Signal Countdown Devices: An Empirical Approach and Case Study in China , 2010 .

[69]  R. Allsop Delay-minimizing Settings for Fixed-time Traffic Signals at a Single Road Junction , 1971 .

[70]  Jun Ding,et al.  Priority System for Multimodal Traffic Signal Control , 2014 .

[71]  Jun Ding,et al.  PAMSCOD: Platoon-based arterial multi-modal signal control with online data , 2011 .

[72]  Kenneth L Head,et al.  Heuristic Algorithm for Priority Traffic Signal Control , 2011 .

[73]  Shing Chung Josh Wong,et al.  Group-based optimization of a time-dependent TRANSYT traffic model for area traffic control , 2002 .

[74]  Jun Wang,et al.  Normal Deceleration Behavior of Passenger Vehicles at Stop Sign-Controlled Intersections Evaluated with In-Vehicle Global Positioning System Data , 2005 .

[75]  Lei Yu Calibration of Platoon Dispersion Parameters on the Basis of Link Travel Time Statistics , 2000 .

[76]  Darcy M. Bullock,et al.  Analysis of Peer Data on Intersections for Decisions about Coordination of Arterial Traffic Signal , 2011 .

[77]  T. Saito,et al.  Dilemma and option zones, the problem and countermeasures , 1990 .

[78]  Nathan H. Gartner,et al.  Dynamic Programming Approach for Arterial Signal Optimization , 2013 .

[79]  Montty Girianna,et al.  Using Genetic Algorithms to Design Signal Coordination for Oversaturated Networks , 2004, J. Intell. Transp. Syst..

[80]  Shing Chung Josh Wong,et al.  Lane-based optimization of signal timings for isolated junctions , 2003 .

[81]  Ronald Pfefer,et al.  GUIDANCE FOR IMPLEMENTATION OF THE AASHTO STRATEGIC HIGHWAY SAFETY PLAN. VOLUME 12: A GUIDE FOR REDUCING COLLISIONS AT SIGNALIZED INTERSECTIONS , 2004 .

[82]  C. Daganzo THE CELL TRANSMISSION MODEL.. , 1994 .

[83]  A.G. Sims,et al.  The Sydney coordinated adaptive traffic (SCAT) system philosophy and benefits , 1980, IEEE Transactions on Vehicular Technology.

[84]  Gang-Len Chang,et al.  Empirical Observations of Dynamic Dilemma Zones at Signalized Intersections , 2007 .

[85]  Athanasios K. Ziliaskopoulos,et al.  System Optimal Signal Optimization Formulation , 2006 .

[86]  Nathan H. Gartner,et al.  OPAC: A DEMAND-RESPONSIVE STRATEGY FOR TRAFFIC SIGNAL CONTROL , 1983 .

[87]  Peter Stone,et al.  Automated Intersection Control , 2011 .

[88]  David A Noyce,et al.  Analysis of Driver Behavior in Dilemma Zones at Signalized Intersections , 2007 .

[89]  Faisal Saleem,et al.  Performance Assessment of Multi-Modal Traffic System Using Micro- , 2014 .

[90]  Lei Yu,et al.  Determination of Left-Turn Yellow Change and Red Clearance Interval , 2002 .

[91]  Patrick T McCoy,et al.  Improving Dilemma-Zone Protection of Advance Detection with Advance-Warning Flashers , 2003 .

[92]  Scott Andrews,et al.  Vehicle Infrastructure Integration Proof of Concept Technical Description - Vehicle , 2009 .

[93]  Shing Chung Josh Wong Group-based optimisation of signal timings using parallel computing , 1997 .

[94]  Christian Priemer,et al.  A decentralized adaptive traffic signal control using V2I communication data , 2009, 2009 12th International IEEE Conference on Intelligent Transportation Systems.

[95]  Carlos F. Daganzo,et al.  Increasing the Capacity of Signalized Intersections with Separate Left-Turn Phases , 2011 .

[96]  Xing Zheng,et al.  An adaptive control algorithm for traffic-actuated signals , 2013 .

[97]  Zichuan Li,et al.  Modeling Arterial Signal Optimization with Enhanced Cell Transmission Formulations , 2011 .

[98]  Jing Zhao,et al.  Two-Step Optimization Model for Dynamic Lane Assignment at Isolated Signalized Intersections , 2013 .

[99]  Liping Zhang,et al.  Dynamic Lane Grouping at Isolated Intersections: Problem Formulation and Performance Analysis , 2012 .

[100]  Peter T. Martin,et al.  VisSim-Based Genetic Algorithm Optimization of Signal Timings , 2007 .

[101]  Jing-Quan Li Bandwidth Synchronization Under Progression Time Uncertainty , 2014, IEEE Transactions on Intelligent Transportation Systems.

[102]  Gang-Len Chang,et al.  A Macroscopic Signal Optimization Model for Arterials Under Heavy Mixed Traffic Flows , 2014, IEEE Transactions on Intelligent Transportation Systems.

[103]  D I Robertson,et al.  "TRANSYT" METHOD FOR AREA TRAFFIC CONTROL , 1969 .

[104]  Montasir M Abbas,et al.  Improved Detection and Control System for Isolated High-Speed Signalized Intersections , 2003 .

[105]  Hong Kam Lo,et al.  CONTROL STRATEGIES FOR OVERSATURATED TRAFFIC , 2004 .

[106]  P S Parsonson,et al.  SMALL-AREA DETECTION AT INTERSECTION APPROACHES , 1974 .

[107]  Nathan H. Gartner,et al.  A multi-band approach to arterial traffic signal optimization , 1991 .

[108]  Zong Tian,et al.  Effects of Left-Turn Waiting Areas on Capacity and Level of Service of Signalized Intersections , 2013 .

[109]  Panagiotis Papaioannou,et al.  Driver behaviour, dilemma zone and safety effects at urban signalized intersections in Greece. , 2007, Accident; analysis and prevention.

[110]  Jun Ding,et al.  Multi-modal traffic signal control with priority, signal actuation and coordination , 2014 .

[111]  Yafeng Yin,et al.  Robust signal timing optimization with environmental concerns , 2013 .

[112]  Yiheng Feng,et al.  Estimating Vehicles in the Dilemma Zone and Application to Fixed-Time Coordinated Signal Optimization , 2014 .

[113]  Roger Berg Using IntelliDrive SM Connectivity to Improve Mobility and Environmental Preservation at Signalized Intersections , 2010 .

[114]  Wei-Hua Lin,et al.  An enhanced 0-1 mixed-integer LP formulation for traffic signal control , 2004, IEEE Trans. Intell. Transp. Syst..

[115]  Kenneth L Head,et al.  EVENT-BASED SHORT-TERM TRAFFIC FLOW PREDICTION MODEL , 1995 .

[116]  Henry X. Liu,et al.  SMART-Signal Phase II: Arterial Offset Optimization Using Archived High-Resolution Traffic Signal Data , 2013 .

[117]  Yosef Sheffi,et al.  A Model of Driver Behavior at High Speed Signalized Intersections , 1981 .

[118]  G. F. Newell,et al.  Traffic Signal Synchronization on a One-Way Street , 1967, Transp. Sci..

[119]  Darcy M. Bullock,et al.  Recasting Dilemma Zone Design as a Marginal Cost–Benefit Problem , 2007 .

[120]  Yafeng Yin,et al.  Robust optimal traffic signal timing , 2008 .

[121]  Darcy M. Bullock,et al.  Evaluation of Lane-by-Lane Vehicle Detection for Actuated Controllers Serving Multilane Approaches , 2005 .

[122]  S. Ilgin Guler,et al.  Analytical formulation and empirical evaluation of pre-signals for bus priority , 2014 .

[123]  James A Bonneson,et al.  New Evidence of Improvements in Dilemma Zone Protection by Detection-Control System , 2011 .

[124]  David Bretherton,et al.  Traffic Monitoring and Congestion Management in the SCOOT Urban Traffic Control System , 1998 .

[125]  Ilsoo Yun,et al.  Stochastic Optimization for Coordinated Actuated Traffic Signal Systems , 2012 .

[126]  Eun-Ha Choi,et al.  Crash Factors in Intersection-Related Crashes: An On-Scene Perspective , 2010 .

[127]  Shing Chung Josh Wong,et al.  Group-based optimisation of signal timings using the TRANSYT traffic model , 1996 .