Office of Operations
21st Century Operations Using 21st Century Technologies
Table of Contents

Enhancing Active Transportation and Demand Management (ATDM) with Advanced and Emerging Technologies and Data Sources

Appendix: References

All documents used in, and to support, this report are listed below.

  1. ATDM Informational Brief: ATM Implementation and Operations Guide. Available at: https://ops.fhwa.dot.gov/publications/fhwahop17058/fhwahop17058.pdf. [ Return to First Note 1 ]
  2. Guerrero-Ibáñez, J., S. Zeadally, and J. Contreras-Castillo. Sensor Technologies for Intelligent Transportation Systems. Sensors, Vol. 18, No. 4, 2018, p. 1212. Available at: https://doi.org/10.3390/s18041212. [ Return to First Note 2 ]
  3. Kim, I.-H., J.-H. Bong, J. Park, and S. Park. Prediction of Driver's Intention of Lane Change by Augmenting Sensor Information Using Machine Learning Techniques. Sensors, Vol. 17, No. 6, 2017, p. 1350. Available at: https://doi.org/10.3390/s17061350. [ Return to First Note 3 ]
  4. Gil, G., G. Savino, S. Piantini, and M. Pierini. Motorcycles That See: Multifocal Stereo Vision Sensor for Advanced Safety Systems in Tilting Vehicles. Sensors, Vol. 18, No. 2, 2018, p. 295. Available at: https://doi.org/10.3390/s18010295. [ Return to First Note 4 ]
  5. ATDM Program Brief: An Introduction to Active Transportation and Demand Management. Available at: https://ops.fhwa.dot.gov/publications/fhwahop12032/fhwahop12032.pdf. [ Return to First Note 5 ]
  6. ATDM Program Brief: Active Traffic Management. Available at: https://ops.fhwa.dot.gov/publications/fhwahop13003/fhwahop13003.pdf. [ Return to First Note 6 ]
  7. ATDM Program Brief: Active Demand Management. Available at: https://ops.fhwa.dot.gov/publications/fhwahop13002/fhwahop13002.pdf. [ Return to First Note 7 ]
  8. ATDM Program Brief: Active Parking Management. Available at: https://ops.fhwa.dot.gov/publications/fhwahop12033/fhwahop12033.pdf. [ Return to First Note 8 ]
  9. ATDM Program Brief #1: Highway Capacity Manual (HCM)-ATDM Project Overview. Available at: https://ops.fhwa.dot.gov/publications/fhwahop12047/fhwahop12047.pdf. [ Return to First Note 9 ]
  10. ATDM Analysis Brief #2: Methodology for Capacity and Operations Analysis of ATDM. Available at: https://ops.fhwa.dot.gov/publications/fhwahop13035/fhwahop13035.pdf. [ Return to First Note 10 ]
  11. Active Transportation and Demand Management (ATDM) Program Brief: Data Needs for ATDM. Available at: https://ops.fhwa.dot.gov/publications/fhwahop16003/fhwahop16003.pdf. [ Return to First Note 11 ]
  12. Active Transportation and Demand Management (ATDM) Program Brief: ATDM and Work Zones. Available at: https://ops.fhwa.dot.gov/publications/fhwahop16015/fhwahop16015.pdf. [ Return to First Note 12 ]
  13. CAPRI: Congestion And Parking Relief Incentives. Available at: https://forum.stanford.edu/events/posterslides/CapriCongestionandParkingReliefIncentives.pdf. [ Return to First Note 13 ]
  14. Cloud Standards Customer Council: Hybrid Cloud Considerations for Big Data and Analytics, July 2017. Available at: https://www.omg.org/cloud/deliverables/CSCC-Hybrid-Cloud-Considerations-for-Big-Data-and-Analytics.pdf. [ Return to First Note 14 ]
  15. Demonstrating Performance-Based Practical Design through Analysis of Active Traffic Management, August 2016. Available at: https://ops.fhwa.dot.gov/publications/fhwahop16087/fhwahop16087.pdf. [ Return to First Note 15 ]
  16. Dutch Mobility Innovations: Partnership Talking Traffic. Available at: https://dutchmobilityinnovations.com/spaces/86/dutch-mobility-innovations/wiki/view/11754/partnership-talking-traffic [Accessed 24 June 2019]. [ Return to First Note 16 ]
  17. FHWA: Active Traffic Management (ATM) Implementation and Operations Guide. Available at: https://ops.fhwa.dot.gov/publications/fhwahop17056/fhwahop17056.pdf. [ Return to First Note 17 ]
  18. FHWA: ATDM: Approaches: Active Traffic Management. Available at: https://ops.fhwa.dot.gov/atdm/approaches/atm.htm. [ Return to First Note 18 ]
  19. FHWA: ATDM: Approaches: Active Demand Management. Available at: https://ops.fhwa.dot.gov/atdm/approaches/adm.htm. [ Return to First Note 19 ]
  20. FHWA: ATDM: Approaches: Active Parking Management. Available at: https://ops.fhwa.dot.gov/atdm/approaches/apm.htm. [ Return to First Note 20 ]
  21. FHWA: ATDM: Approaches. Available at: https://ops.fhwa.dot.gov/atdm/approaches/index.htm. [ Return to First Note 21 ]
  22. FHWA: Freeway Management And Operations Handbook. Available at: https://ops.fhwa.dot.gov/freewaymgmt/publications/frwy_mgmt_handbook/fmoh_complete_all.pdf. [ Return to First Note 22 ]
  23. FHWA: Guide for Highway Capacity and Operations Analysis of Active Transportation and Demand Management Strategies, FHWA- HOP-13-042, June 2013. Available at: https://ops.fhwa.dot.gov/publications/fhwahop13042/fhwahop13042.pdf. [ Return to First Note 23 ]
  24. FHWA: Integrating Emerging Data Sources into Operational Practice — State of the Practice Review, FHWA-JPO-16-424, Final Report, December 2016. Available at: https://rosap.ntl.bts.gov/view/dot/35143/dot_35143_DS1.pdf. [ Return to First Note 24 ]
  25. FHWA: Integrating Emerging Data Sources into Operational Practice — Capabilities and Limitations of Devices to Collect, Compile, Save, and Share Messages from CAVs and Connected Travelers, FHWA-JPO-18-626, Final Report, March 2018. Available at: https://rosap.ntl.bts.gov/view/dot/34985/dot_34985_DS1.pdf. [ Return to First Note 25 ]
  26. FHWA: Integrating Emerging Data Sources into Operational Practice — Opportunities for Integration of Emerging Data for Traffic Management and TMCs, FHWA-JPO-18-625, Final Report, November 2017. Available at: https://rosap.ntl.bts.gov/view/dot/34175. [ Return to First Note 26 ]
  27. FHWA: Operations Benefit/Cost Analysis TOPS-BC User's Manual (fhwahop 13041), June 2013. Available at: https://ops.fhwa.dot.gov/publications/fhwahop13041/fhwahop13041.pdf. [ Return to First Note 27 ]
  28. FHWA: Office of Operations: Organizing and Planning for Operations : Performance Measures and System Monitoring. Available at: https://ops.fhwa.dot.gov/plan4ops/focus_areas/analysis_p_measure/sys_monitoring.htm. [ Return to First Note 28 ]
  29. FHWA: Office of Operations: Overview: About ATDM. Available at: https://ops.fhwa.dot.gov/atdm/about/overview.htm. [ Return to First Note 29 ]
  30. FHWA: Reliability Data Guide (not yet published). [ Return to First Note 30 ]
  31. FHWA: Scoping and Conducting Data-Driven 21st Century Transportation System Analyses, Jan 2017. Available at: https://ops.fhwa.dot.gov/publications/fhwahop16072/fhwahop16072.pdf. [ Return to First Note 31 ]
  32. FHWA: Traffic Incident Management (TIM) Performance Measurement Knowledge Management System. Available at: https://ops.fhwa.dot.gov/publications/fhwahop10011/tim_kms.pdf. [ Return to First Note 32 ]
  33. Golden, M., "Stanford study to try cold cash and social game to relieve rush hour traffic," Stanford Report, April 2, 2012. [ Return to First Note 33 ]
  34. Government of the Netherlands First Talking Traffic services live for traffic users. Available at: https://www.government.nl/latest/news/2018/03/21/first-talking-traffic-services-live-for-traffic-users [Accessed 24 June 2019] [ Return to First Note 34 ]
  35. Greenfield, B., "Paying drivers to avoid traffic; new program offers incentives", EfficientGov.com, June 20, 2012. [ Return to First Note 35 ]
  36. Jenior, P., R. Dowling, B. Nevers, and L. Neudorff. Use of Freeway Shoulders for Travel—Guide for Planning, Evaluating, and Designing Part-Time Shoulder Use as a Traffic Management Strategy. Report FHWA-HOP-15-023. Kittelson & Associates, Inc., for FHWA, U.S. Department of Transportation, Washington, D.C., 2016. [ Return to First Note 36 ]
  37. Kuhn, B., Balke, K., and Wood, N. Active Traffic Management (ATM) Implementation and Operations Guide. Report FHWA-HOP-17-056. Battelle and Texas A&M Transportation Institute, for FHWA U.S. Department of Transportation, Washington, D.C., 2017. [ Return to First Note 37 ]
  38. Metropia.com. (2019). Applying MODE to Enhance Mobility-as-a-Service (MaaS) Delivery | Metropia — Driving a Better City. [online] Available at: https://www.metropia.com/mod-maas-fleet-network-optimization [Accessed 10 April 2019]. [ Return to First Note 38 ]
  39. Metropia.com. (2019). Total Mobility | Metropia — Driving a Better City. [online] Available at: http://www.metropia.com/platform [Accessed 5 April 2019]. [ Return to First Note 39 ]
  40. Metropolitan Washington Council of Governments, Transportation Improvement Program, web page. Available at: https://www.mwcog.org/transportation/plans/transportation-improvementprogram/ [Accessed 13 November 2019]. [ Return to First Note 40 ]
  41. Monotch Smart Mobility Platforms Talking Traffic in the Netherlands. Available at: https://www.monotch.com/en/cases/talkingtraffic [Accessed 24 June 2019]. [ Return to First Note 41 ]
  42. NCHRP (03-114) ATM Planning and Evaluation. Available at: http://onlinepubs.trb.org/onlinepubs/nchrp/docs/NCHRP03-114_LiteratureReview-Revised.pdf [ Return to First Note 42 ]
  43. Obenberger, J. (2016). "Sharing Connected Vehicle Data on the Research Data Exchange (RDE)." Intelligent Transportation Systems — USDOT ITS JPO. Available at: https://www.its.dot.gov/pilots/pdf/DataSharingPublicWebinar_v5.pdf [Accessed 23 May 2017]. [ Return to First Note 43 ]
  44. SAIC (2011). Real-Time Data Capture and Management State of the Practice Assessment and Innovations Scan: Lessons from Scan of Current Practices. Report prepared for the Federal Highway Administration. [ Return to First Note 44 ]
  45. San Diego Association of Governments (SANDAG), San Diego I-15 Integrated Corridor Management (ICM) System Concept of Operations. Available at: https://www.sandag.org/uploads/publicationid/publicationid_4473_23298.pdf [Accessed 24 June 2019]. [ Return to First Note 45 ]
  46. U.S. DOT: Analysis Modeling and Simulation Overview, web page. Available at: https://highways.dot.gov/operations/analysis-modeling-and-simulation/analysis-modeling-and-simulation-overview [Accessed 13 November 2019]. [ Return to First Note 46 ]
  47. U.S. DOT: Introduction — ITS Benefits, Costs, and Lessons Learned: 2018 Update Report. Available at: https://www.itsknowledgeresources.its.dot.gov/its/bcllupdate/pdf/BCLL_INTRODUCTION_2018_FINAL_clean.pdf. [ Return to First Note 47 ]
  48. United States Census Bureau: Cybersecurity and Maintaining Public Trust, December 2018. Available at: https://www2.census.gov/cac/sac/meetings/2018-12/smith-cybersecurity-public-trust.pdf?. [ Return to First Note 48 ]
  49. USDOT: ITS JPO: Communications: How the U.S. Department of Transportation is Protecting the Connected Transportation System from Cyber Threats. Available at: https://www.its.dot.gov/factsheets/cybersecurity.htm.
  50. USDOT: ITS JPO: Research Intermodal Research: Active Transportation and Demand Management. Available at: https://www.its.dot.gov/research_archives/atdm/index.htm. [ Return to First Note 50 ]
  51. Vandervalk, A., Jeanotte, K., Snyder, D., and Bauer, J. (2016). State of the Practice on Data Access, Sharing, and Integration, FHWA, McLean, VA [ Return to First Note 51 ]
  52. Xidong Pi, Sean Qian, Jackson Whitmore, Amy Silbermann (2017), "Understanding Transit System Performance Using APC/AVL Data: a Transit Data Analytics Platform with a Case Study for the Pittsburgh Region", Journal of Public Transportation. [ Return to First Note 52 ]
  53. Yiming Gu, Sean Qian, Feng Chen (2016), "From Twitter to Detector: Real-time incident detection using social media data", Transportation Research Part C, Vol. 67, pp.321–342. [ Return to First Note 53 ]
  54. Yue, Jia Shuo, et al. "Reducing road congestion through incentives: a case study", 2015. [ Return to First Note 54 ]
  55. Zhen (Sean) Qian (2016), "Real-time Incident Detection Using Social Media Data", the Pennsylvania Department of Transportation (PennDOT). [ Return to First Note 55 ]
  56. Zhen (Sean) Qian and Ram Rajagopal (2015), "Optimal dynamic pricing for morning commute parking", Tranpormetrica A: Transport Science, Vol. 4(11), pp 291–316. [ Return to First Note 56 ]
  57. Zhen (Sean) Qian, Ram Rajagopal (2014), "Optimal dynamic parking pricing for morning commute considering expected cruising time", Transportation Research Part C, Vol. 48, pp. 468–490. [ Return to First Note 57 ]
  58. Zhen (Sean) Qian and Michael Zhang (2011), "The economics of parking provision for the morning commute", Transportation Research Part A, Vol.45(9), pp. 861–879. [ Return to First Note 58 ]
  59. ITS JPO Benefits Database, website, https://www.itsbenefits.its.dot.gov/its/benecost.nsf/BenefitsHome [Accessed November 29, 2019].
  60. Lawrence, Michael, Paul Nguyen, Jonathan Skolnick, Jennifer Symoun, Jim Hunt, and Roemer Alfelor. Transportation systems management and operations benefit-cost analysis compendium. No. FHWA-HOP-14-032. United States. Federal Highway Administration, 2015. [ Return to First Note 60 ]
  61. Gregory, Joseph. Creating an Effective Program to Advance Transportation System Management and Operations: Primer. No. FHWA-HOP-12-003. United States. Federal Highway Administration, 2012. [ Return to First Note 61 ]
  62. Kuhn, Beverly T., Deepak Gopalakrishna, and Eric Schreffler. The Active Transportation and Demand Management Program (ATDM): Lessons Learned. No. FHWA-HOP-13-018. United States. Federal Highway Administration. Office of Operations, 2013. [ Return to First Note 62 ]
  63. ITS JPO Costs Database. Available at: https://www.itscosts.its.dot.gov/its/benecost.nsf/CostHome [Accessed November 29, 2019].
  64. Intelligent Transportation Systems - ITS Program Overview. Available at: https://www.its.dot.gov/factsheets/ITSJPO_overview.htm. [ Return to First Note 64 ]
  65. What is 3Vs (volume, variety and velocity). Available at: https://whatis.techtarget.com/definition/3Vs. [ Return to First Note 65 ]
  66. Fraunhofer FOKUS, FAME — AI and Machine Learning Available at: https://www.fokus.fraunhofer.de/en/fame/workingareas/ai. [ Return to First Note 66 ]
  67. How autonomous vehicles could save over 350K lives in the US and millions worldwide. Available at: https://www.zdnet.com/article/how-autonomous-vehicles-could-save-over-350k-lives-in-the-us-and-millions-worldwide/. [ Return to First Note 67 ]
  68. Traffic Management Capability Maturity Framework. Available at: https://ops.fhwa.dot.gov/publications/fhwahop16026/index.htm. [ Return to First Note 68 ]
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