ITS for Sustainable Mobility: A Survey on Applications and Impact Assessment Tools

Road transportation is one of the main sources of greenhouse gas emissions, which lead to global warming and climate change. Promoting the decarbonization of this sector through more efficient and greener mobility is a challenging task that can be achieved by intelligent transportation systems (ITS) enabled by vehicular communications. In this paper, we briefly present how mobility players and enablers (driver, vehicle, and road network) influence energy consumption and pollutant emissions. Furthermore, this survey paper details how different ITS, ranging from eco-routing to intelligent intersection management, can lead to sustainable mobility by promoting a more efficient vehicle usage and enhanced efficiency on road network utilization. Results shown that ITS has the potential to considerably reduce fuel consumption and pollutant emissions, namely, by smoothing the traffic flow, reducing the number of start-stops, and reducing the total travel distance. In addition, we present and analyze two main methods for evaluating green transportation systems: 1) field operational tests; and 2) simulation-based evaluations. We give special emphasis to simulation-based assessment of Green ITS measures by detailing the necessary models and their interactions. Finally, we propose a number of recommendations and future research directions in the area of Green ITS.

[1]  Li Jie,et al.  Calibration of a microscopic simulation model for emission calculation , 2013 .

[2]  Andrew Lam,et al.  Applications for the Environment: Real-time Information Synthesis (AERIS): Applications State of the Practice Assessment Report , 2011 .

[3]  Karin Brundell-Freij,et al.  Influence of street characteristics, driver category and car performance on urban driving patterns , 2005 .

[4]  Arnold RAMP METERING: A REVIEW OF THE LITERATURE , 1998 .

[5]  Stefan Krauss,et al.  MICROSCOPIC MODELING OF TRAFFIC FLOW: INVESTIGATION OF COLLISION FREE VEHICLE DYNAMICS. , 1998 .

[6]  R. Stone Action Plan on Urban Mobility , 2014 .

[7]  Ricardo Fernandes,et al.  Reducing the environmental impact of taxi operation: The taxi-sharing use case , 2012, 2012 12th International Conference on ITS Telecommunications.

[8]  Andreas Hegyi,et al.  Integrated macroscopic traffic flow, emission, and fuel consumption model for control purposes , 2013 .

[9]  Shigeru Shimamoto,et al.  An Open Traffic Light Control Model for Reducing Vehicles' $\hbox{CO}_{2}$ Emissions Based on ETC Vehicles , 2012, IEEE Transactions on Vehicular Technology.

[10]  Long Le,et al.  Field operational tests for cooperative systems: a tussle between research, standardization and deployment , 2011, VANET '11.

[11]  Masao Kuwahara,et al.  TRAFFIC SIGNAL CONTROL FOR REDUCING VEHICLE CARBON DIOXIDE EMISSIONS ON AN URBAN ROAD NETWORK , 2004 .

[12]  Tarek F. Abdelzaher,et al.  GreenGPS: a participatory sensing fuel-efficient maps application , 2010, MobiSys '10.

[13]  Yu-Hsin Tsai,et al.  City CarShare in San Francisco, California: Second-Year Travel Demand and Car Ownership Impacts , 2004 .

[14]  Susan Shaheen,et al.  Reducing Greenhouse Emissions and Fuel Consumption , 2007 .

[15]  Susan Shaheen,et al.  Carsharing in North America , 2005 .

[16]  Xinjie Chang Network simulations with OPNET , 1999, WSC '99.

[17]  Heikki Liimatainen,et al.  Utilization of Fuel Consumption Data in an Ecodriving Incentive System for Heavy-Duty Vehicle Drivers , 2011, IEEE Transactions on Intelligent Transportation Systems.

[18]  Niels A. H. Agatz,et al.  The Value of Optimization in Dynamic Ride-Sharing: A Simulation Study in Metro Atlanta , 2010 .

[19]  Christian Bonnet,et al.  Mobility models for vehicular ad hoc networks: a survey and taxonomy , 2009, IEEE Communications Surveys & Tutorials.

[20]  Kun Chen,et al.  Microscopic Traffic-Emission Simulation and Case Study for Evaluation of Traffic Control Strategies , 2007 .

[21]  Daniel Krajzewicz,et al.  Simulation of V2X applications with the iTETRIS system , 2012 .

[22]  Eva Ericsson,et al.  Independent driving pattern factors and their influence on fuel-use and exhaust emission factors , 2001 .

[23]  Pedro M. d'Orey,et al.  On the Impact of Virtual Traffic Lights on Carbon Emissions Mitigation , 2012, IEEE Transactions on Intelligent Transportation Systems.

[24]  Hesham Rakha,et al.  Development of VT-Micro model for estimating hot stabilized light duty vehicle and truck emissions , 2004 .

[25]  Teruo Higashino,et al.  A self-learning traffic signal control method for CO2 reduction using prediction of vehicle arrivals , 2012, 2012 15th International IEEE Conference on Intelligent Transportation Systems.

[26]  Stefan Myhrberg Saving Fuel and Environment with Intelligent Speed Adaptation , 2008 .

[27]  Elliot W. Martin,et al.  Greenhouse Gas Emission Impacts of Carsharing in North America , 2011, IEEE Transactions on Intelligent Transportation Systems.

[28]  Reinhard German,et al.  Bidirectionally Coupled Network and Road Traffic Simulation for Improved IVC Analysis , 2011, IEEE Transactions on Mobile Computing.

[29]  Wen-Tsuen Chen,et al.  A Fuel-Saving and Pollution-Reducing Dynamic Taxi-Sharing Protocol in VANETs , 2010, 2010 IEEE 72nd Vehicular Technology Conference - Fall.

[30]  Sidi-Mohammed Senouci,et al.  LTE4V2X: LTE for a Centralized VANET Organization , 2011, 2011 IEEE Global Telecommunications Conference - GLOBECOM 2011.

[31]  Robbert van Renesse,et al.  JiST: an efficient approach to simulation using virtual machines , 2005, Softw. Pract. Exp..

[32]  Matthew Barth,et al.  Development of Comprehensive Modal Emissions Model: Operating Under Hot-Stabilized Conditions , 1997 .

[33]  Douglas M. King,et al.  Fuel saving and ridesharing in the US: Motivations, limitations, and opportunities , 2009 .

[34]  Reinhard German,et al.  Emissions vs. Travel Time: Simulative Evaluation of the Environmental Impact of ITS , 2010, 2010 IEEE 71st Vehicular Technology Conference.

[35]  Stefan Hausberger,et al.  A new method to calculate emissions with simulated traffic conditions , 2010, 13th International IEEE Conference on Intelligent Transportation Systems.

[36]  Meng Wang,et al.  Investigating Potential Impacts of an Optimization-Based Eco-ACC System on Traffic and Environment , 2012 .

[37]  Rudolf Hornig,et al.  An overview of the OMNeT++ simulation environment , 2008, Simutools 2008.

[38]  Matthew J. Barth,et al.  An energy and emissions impact evaluation of intelligent speed adaptation , 2006, 2006 IEEE Intelligent Transportation Systems Conference.

[39]  Bart van Arem,et al.  Energy efficient traffic management and control - the eCoMove approach and expected benefits , 2010, 13th International IEEE Conference on Intelligent Transportation Systems.

[40]  Frank H. P. Fitzek,et al.  A New Taxi Ride Service for the Forthcoming Generation of Intelligent Transportation Systems , 2005 .

[41]  Stefan Solyom,et al.  Performance Limitations in Vehicle Platoon Control , 2013, IEEE Intelligent Transportation Systems Magazine.

[42]  Stephen F. Smith,et al.  SURTRAC: Scalable Urban Traffic Control , 2013 .

[43]  R. Ball Enhancing Traffic Intersection Control with Intelligent Objects , 2010 .

[44]  Petros A. Ioannou,et al.  Evaluation of ACC vehicles in mixed traffic: lane change effects and sensitivity analysis , 2005, IEEE Transactions on Intelligent Transportation Systems.

[45]  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.

[46]  Helmut Prendinger,et al.  OpenEnergySim: Conducting behavioral studies in virtual worlds for sustainable transportation , 2011, 2011 IEEE Forum on Integrated and Sustainable Transportation Systems.

[47]  Kiyohito Tokuda,et al.  Vehicle control algorithms for cooperative driving with automated vehicles and intervehicle communications , 2002, IEEE Trans. Intell. Transp. Syst..

[48]  Markos Papageorgiou,et al.  COORDINATED AND INTEGRATED CONTROL OF MOTORWAY NETWORKS VIA NON-LINEAR OPTIMAL CONTROL , 2002 .

[49]  Mascha C. van der Voort,et al.  A prototype fuel-efficiency support tool , 2001 .

[50]  Michael Schreckenberg,et al.  A cellular automaton model for freeway traffic , 1992 .

[51]  Peter Vortisch,et al.  VALIDATION OF THE MICROSCOPIC TRAFFIC FLOW MODEL VISSIM IN DIFFERENT REAL-WORLD SITUATIONS , 2001 .

[52]  Petros A. Ioannou,et al.  Longitudinal control of heavy trucks in mixed traffic: environmental and fuel economy considerations , 2006, IEEE Transactions on Intelligent Transportation Systems.

[53]  Matthew J. Barth,et al.  Eco-Routing Navigation System Based on Multisource Historical and Real-Time Traffic Information , 2012, IEEE Transactions on Intelligent Transportation Systems.

[54]  Ardalan Vahidi,et al.  Predictive Cruise Control: Utilizing Upcoming Traffic Signal Information for Improving Fuel Economy and Reducing Trip Time , 2011, IEEE Transactions on Control Systems Technology.

[55]  Klaus Wehrle,et al.  A Performance Comparison of Recent Network Simulators , 2009, 2009 IEEE International Conference on Communications.

[56]  Shin Kato,et al.  An automated truck platoon for energy saving , 2011, 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[57]  Cristina Olaverri-Monreal,et al.  Driver-Centric VANET Simulation , 2011, Nets4Cars/Nets4Trains.

[58]  Martin Treiber,et al.  An Open-Source Microscopic Traffic Simulator , 2010, IEEE Intelligent Transportation Systems Magazine.

[59]  Bart De Schutter,et al.  Integrated urban traffic control for the reduction of travel delays and emissions , 2010, 13th International IEEE Conference on Intelligent Transportation Systems.

[60]  Jordi Casas,et al.  Dynamic Network Simulation with AIMSUN , 2005 .

[61]  Hesham A Rakha,et al.  Impact of Stops on Vehicle Fuel Consumption and Emissions , 2003 .

[62]  Europäische Kommission,et al.  EU energy and transport in figures , 2010 .

[63]  Stephan Winter,et al.  Peer-to-Peer Shared Ride Systems , 2008, GSN.

[64]  Antonio Virga,et al.  Evaluation of energy-saving driving styles for bus drivers , 2003 .

[65]  Hesham Rakha,et al.  AERIS: Eco-Vehicle Speed Control at Signalized Intersections Using I2V Communication , 2012 .

[66]  Karin Brundell-Freij,et al.  Optimizing route choice for lowest fuel consumption - Potential effects of a new driver support tool , 2006 .

[67]  Matthew Barth,et al.  Development and Application of an International Vehicle Emissions Model , 2005 .

[68]  Chunming Qiao,et al.  Integrated Traffic-Driving-Networking Simulator: A Unique R&D Tool for Connected Vehicles , 2012, 2012 International Conference on Connected Vehicles and Expo (ICCVE).

[69]  Helbing,et al.  Congested traffic states in empirical observations and microscopic simulations , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[70]  Mohan M. Trivedi,et al.  Real-Time Video-Based Traffic Measurement and Visualization System for Energy/Emissions , 2012, IEEE Transactions on Intelligent Transportation Systems.

[71]  Matthew Barth,et al.  Part 3: Developing Countries: Development and Application of an International Vehicle Emissions Model , 2005 .

[72]  Hannes Hartenstein,et al.  A tutorial survey on vehicular ad hoc networks , 2008, IEEE Communications Magazine.

[73]  Yi Chen,et al.  On the feasibility of UMTS-based Traffic Information Systems , 2010, Ad Hoc Networks.

[74]  Bart De Schutter,et al.  IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS Editor-In-Chief , 2005 .

[75]  Chris Greenhalgh,et al.  DC2S: a dynamic car sharing system , 2010, LBSN '10.

[76]  Hannes Hartenstein,et al.  VANET: Vehicular Applications and Inter-Networking Technologies , 2010, VANET.

[77]  Chi-Chung Tao,et al.  Dynamic Taxi-Sharing Service Using Intelligent Transportation System Technologies , 2007, 2007 International Conference on Wireless Communications, Networking and Mobile Computing.

[78]  M. Abou Zeid,et al.  A statistical model of vehicle emissions and fuel consumption , 2002, Proceedings. The IEEE 5th International Conference on Intelligent Transportation Systems.

[79]  Steven Broekx,et al.  Modelling instantaneous traffic emission and the influence of traffic speed limits. , 2006, The Science of the total environment.

[80]  C. L. Chou,et al.  NCTUns tool for wireless vehicular communication network researches , 2009, Simul. Model. Pract. Theory.

[81]  Shin Kato,et al.  Energy ITS: another application of vehicular communications , 2010, IEEE Communications Magazine.

[82]  Nick Stabile,et al.  The Aerodynamic Performance of Platoons: Final Report , 1995 .

[83]  Kai Zhang,et al.  Optimizing Traffic Control to Reduce Fuel Consumption and Vehicular Emissions , 2009 .

[84]  Kanok Boriboonsomsin,et al.  Arterial velocity planning based on traffic signal information under light traffic conditions , 2009, 2009 12th International IEEE Conference on Intelligent Transportation Systems.

[85]  Guillaume Saint Pierre,et al.  Impact of Intelligent Speed Adaptation Systems on Fuel Consumption and Driver Behaviour , 2008 .

[86]  Kanok Boriboonsomsin,et al.  Impacts of Road Grade on Fuel Consumption and Carbon Dioxide Emissions Evidenced by Use of Advanced Navigation Systems , 2009 .

[87]  Byungkyu Park,et al.  Assessment of mobility, energy, and environment impacts of IntelliDrive-based Cooperative Adaptive Cruise Control and Intelligent Traffic Signal control , 2010, Proceedings of the 2010 IEEE International Symposium on Sustainable Systems and Technology.

[88]  Bart De Schutter,et al.  Variable speed limits for green mobility , 2011, 2011 14th International IEEE Conference on Intelligent Transportation Systems (ITSC).

[89]  Kanok Boriboonsomsin,et al.  Energy and emissions impacts of a freeway-based dynamic eco-driving system , 2009 .

[90]  Junichi Murata,et al.  Ecological Vehicle Control on Roads With Up-Down Slopes , 2011, IEEE Transactions on Intelligent Transportation Systems.

[91]  M. E. Williams,et al.  TRANSIMS: TRANSPORTATION ANALYSIS AND SIMULATION SYSTEM , 1995 .

[92]  Sebastien Glaser,et al.  Advisory speed for Intelligent Speed Adaptation in adverse conditions , 2010, 2010 IEEE Intelligent Vehicles Symposium.

[93]  Huanyu Yue,et al.  MESOSCOPIC FUEL CONSUMPTION AND EMISSION MODELING , 2008 .

[94]  Eylem Ekici,et al.  Vehicular Networking: A Survey and Tutorial on Requirements, Architectures, Challenges, Standards and Solutions , 2011, IEEE Communications Surveys & Tutorials.

[95]  D. Helbing,et al.  Self-Stabilizing Decentralized Signal Control of Realistic , Saturated Network Traffic , 2022 .

[96]  K. Collins,et al.  A vehicle route management solution enabled by Wireless Vehicular Networks , 2008, IEEE INFOCOM Workshops 2008.

[97]  Ricardo Fernandes,et al.  Empirical evaluation of a dynamic and distributed taxi-sharing system , 2012, 2012 15th International IEEE Conference on Intelligent Transportation Systems.

[98]  Hannes Hartenstein,et al.  The impact of traffic-light-to-vehicle communication on fuel consumption and emissions , 2010, 2010 Internet of Things (IOT).

[99]  Brian Caulfield,et al.  Estimating the environmental benefits of ride-sharing: A case study of Dublin , 2009 .

[100]  Michal Piórkowski,et al.  Collaborative Transportation Systems , 2010, 2010 IEEE Wireless Communication and Networking Conference.

[101]  Qingquan Li,et al.  Estimating Real-Time Traffic Carbon Dioxide Emissions Based on Intelligent Transportation System Technologies , 2013, IEEE Transactions on Intelligent Transportation Systems.

[102]  Mitch Cumberworth,et al.  EPA ' s Plan for MOVES : A Comprehensive Mobile Source Emissions Model , 2002 .

[103]  Liviu Iftode,et al.  Adaptive Traffic Lights Using Car-to-Car Communication , 2007, 2007 IEEE 65th Vehicular Technology Conference - VTC2007-Spring.

[104]  Panagiotis Papadimitratos,et al.  TraNS: realistic joint traffic and network simulator for VANETs , 2008, MOCO.

[105]  Daniel Krajzewicz,et al.  SUMO (Simulation of Urban MObility) - an open-source traffic simulation , 2002 .

[106]  Adel W. Sadek,et al.  An Evaluation of Environmental Benefits of Time-Dependent Green Routing in the Greater Buffalo–Niagara Region , 2013, J. Intell. Transp. Syst..

[107]  Martin Treiber,et al.  How Much Does Traffic Congestion Increase Fuel Consumption and Emissions? Applying Fuel Consumption Model to NGSIM Trajectory Data , 2008 .

[108]  Hesham Rakha,et al.  ESTIMATING VEHICLE FUEL CONSUMPTION AND EMISSIONS BASED ON INSTANTANEOUS SPEED AND ACCELERATION LEVELS , 2002 .

[109]  Adel W. Sadek,et al.  Assessing the Mobility and Environmental Benefits of Reservation-Based Intelligent Intersections Using an Integrated Simulator , 2012, IEEE Transactions on Intelligent Transportation Systems.

[110]  Ricardo Fernandes,et al.  VNS: An integrated framework for vehicular networks simulation , 2012, 2012 IEEE Vehicular Networking Conference (VNC).

[111]  András Varga,et al.  An overview of the OMNeT++ simulation environment , 2008, SimuTools.

[112]  Ilja Radusch,et al.  Performance and scalability analyses of federation-based V2X simulation systems , 2012, 2012 The 11th Annual Mediterranean Ad Hoc Networking Workshop (Med-Hoc-Net).

[113]  Jaehyun So,et al.  Sustainability assessments of cooperative vehicle intersection control at an urban corridor , 2013 .

[114]  Hiroshi Shigeno,et al.  Overtaking priority management method between platoons and surrounding vehicles considering carbon dioxide emissions (poster) , 2011, 2011 IEEE Vehicular Networking Conference (VNC).

[115]  Vincenzo Punzo,et al.  Integration of Driving and Traffic Simulation: Issues and First Solutions , 2011, IEEE Transactions on Intelligent Transportation Systems.

[116]  J. Paez,et al.  Evaluation of in-vehicle dynamic speed assistance in Spain: algorithm and driver behaviour , 2008 .

[117]  Torben Bach Pedersen,et al.  Highly scalable trip grouping for large-scale collective transportation systems , 2008, EDBT '08.

[118]  Bart van Arem,et al.  Toward effective strategies for energy efficient network management , 2010, 13th International IEEE Conference on Intelligent Transportation Systems.

[119]  Lei Rao,et al.  Traffic flow simulation using CORSIM , 2000, 2000 Winter Simulation Conference Proceedings (Cat. No.00CH37165).

[120]  Giovanni Pau,et al.  On the Effectiveness of an Opportunistic Traffic Management System for Vehicular Networks , 2011, IEEE Transactions on Intelligent Transportation Systems.

[121]  R Akcelik,et al.  Operating cost, fuel consumption and emission models in aaSIDRA and aaMOTION , 2007 .

[122]  Kun Zhou,et al.  Field operational testing of ECO-approach technology at a fixed-time signalized intersection , 2012, 2012 15th International IEEE Conference on Intelligent Transportation Systems.

[123]  Susan Shaheen,et al.  North American Carsharing , 2009 .

[124]  L. Ntziachristos COPERT III Computer programme to calculate emissions from road transport , 2022 .

[125]  Brian Caulfield,et al.  Estimating the Potential Success of Sustainable Transport Measures for a Small Town , 2010 .