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Routing in Internet of Vehicles: A Review

Cheng, JiuJun, Cheng, JunLu, Zhou, MengChu, Liu, FuQiang, Gao, ShangCe, Liu, Cong·2015·IEEE Transactions on Intelligent Transportation Systems
DOI 10.1109/tits.2015.2423667
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Abstract

This work aims to provide a review of the routing protocols in the Internet of Vehicles (IoV) from routing algorithms to their evaluation approaches. We provide five different taxonomies of routing protocols. First, we classify them based on their transmission strategy into three categories: unicast, geocast, and broadcast ones. Second, we classify them into four categories based on information required to perform routing: topology-, position-, map-, and path-based ones. Third, we identify them in delay-sensitive and delay-tolerant ones. Fourth, we discuss them according to their applicability in different dimensions, i.e., 1-D, 2-D, and 3-D. Finally, we discuss their target networks, i.e., homogeneous and heterogeneous ones. As the evaluation is also a vital part in IoV routing protocol studies, we examine the evaluation approaches, i.e., simulation and real-world experiments. IoV includes not only the traditional vehicular ad hoc networks, which usually involve a small-scale and homogeneous network, but also a much larger scale and heterogeneous one. The composition of classical routing protocols and latest heterogeneous network approaches is a promising topic in the future. This work should motivate IoV researchers, practitioners, and new comers to develop IoV routing protocols and technologies.

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Research works printed but not linked: 114

  1. vahdat, 2000, Epidemic Routing for Partially Connected Ad Hoc Networks
  2. 10.1109/TVT.2007.901869 · DOI · Paper page
  3. 10.1016/j.adhoc.2012.02.015 · DOI
  4. lochert, 0, A routing strategy for vehicular ad hoc networks in city environments, Proc IEEE Intell Veh Symp, 156
  5. 10.1109/VNC.2013.6737591 · doi:10.1109/vnc.2013.6737591
  6. 10.1109/ITSC.2001.948791 · doi:10.1109/itsc.2001.948791
  7. 10.1109/ICC.2007.654 · DOI · Paper page
  8. 10.1109/WCNC.2007.803 · doi:10.1109/wcnc.2007.803
  9. 10.1109/MWC.2012.6155880 · DOI
  10. 10.1109/TVT.2009.2014455 · DOI · Paper page
  11. 10.1109/LCOMM.2004.837658 · doi:10.1109/lcomm.2004.837658
  12. 10.1109/MWC.2007.4407231 · doi:10.1109/mwc.2007.4407231
  13. 10.1109/TVT.2011.2173510 · doi:10.1109/tvt.2011.2173510
  14. 10.1109/ICPADS.2005.147 · DOI
  15. 10.1109/MOVE.2007.4300825 · doi:10.1109/move.2007.4300825
  16. 10.1145/1023875.1023887 · DOI · Paper page
  17. 10.1109/VNC.2010.5698266 · DOI
  18. 10.1109/BROADNETS.2006.4374403 · DOI · Paper page
  19. 10.1109/VETECF.2007.437 · DOI
  20. 10.1109/GreenCom-iThings-CPSCom.2013.269 · doi:10.1109/greencom-ithings-cpscom.2013.269
  21. 10.1109/VETECS.2010.5494182 · DOI
  22. 10.1109/WD.2012.6402819 · doi:10.1109/wd.2012.6402819
  23. 10.1109/JSAC.2011.110304 · DOI
  24. el mouna zhioua, 0, An efficient QoS based gateway selection algorithm for VANET to LTE advanced hybrid cellular network, Proc 16th ACM Int Conf Model Anal Simul Wireless Mobile Syst, 353
  25. petrescu, 2005, Network mobility (NEMO) basic support protocol
  26. johnson, 2011, Mobility support in IPv6
  27. 10.1109/LCNW.2014.6927727 · doi:10.1109/lcnw.2014.6927727
  28. 10.1002/wcm.853 · DOI
  29. 10.1109/MVT.2012.2203881 · doi:10.1109/mvt.2012.2203881
  30. 10.1109/VETECF.2011.6093247 · doi:10.1109/vetecf.2011.6093247
  31. 10.1109/JSEN.2013.2265304 · DOI
  32. 10.1109/HSIC.2012.6212991 · DOI
  33. 10.1109/MedHocNet.2013.6767409 · DOI
  34. lin, 2010, Routing protocols in vehicular ad hoc networks: A survey and future perspectives, J Inf Sci Eng, 26, 913
  35. 10.1109/TWC.2007.04822 · doi:10.1109/twc.2007.04822
  36. 10.1002/dac.840 · doi:10.1002/dac.840
  37. 10.1109/MVT.2007.912927 · DOI · Paper page
  38. 10.1145/190314.190336 · DOI · Paper page
  39. dorge, 0, Improvement of QoS in VANET with different mobility patterns, Proc ICRC, 206
  40. 10.1109/SURV.2009.090403 · DOI · Paper page
  41. 10.1007/978-0-585-29603-6_5 · DOI · Paper page
  42. lee, 0, On-demand multicast routing protocol, Proc IEEE WCNC, 3, 1298
  43. lee, 0, RelayCast: Scalable multicast routing in delay tolerant networks, Proc IEEE ICNP, 218
  44. 10.1109/3CA.2010.5533694 · DOI
  45. 10.1109/VTCSpring.2013.6691848 · doi:10.1109/vtcspring.2013.6691848
  46. 10.1145/1080139.1080143 · DOI
  47. 10.1016/j.inffus.2011.11.003 · DOI · Paper page
  48. 10.1109/MILCOM.2013.190 · DOI
  49. 10.1145/961268.961272 · DOI · Paper page
  50. 10.1109/TVT.2007.907273 · doi:10.1109/tvt.2007.907273
  51. lochert, 0, Multiple simulator interlinking environment for inter vehicle communication, VANET 2005 Proc 2 ACM Int Workshop Veh Ad Hoc Netw, 87
  52. 10.1145/1400713.1400740 · DOI · Paper page
  53. 10.1109/WONS.2007.340490 · doi:10.1109/wons.2007.340490
  54. 0, Realistic Vehicular Traces (VANET Traces)
  55. 10.1109/VNC.2011.6117125 · DOI · Paper page
  56. 0, Suvnet-trace Data
  57. 10.1145/1132905.1132918 · doi:10.1145/1132905.1132918
  58. uppoor, 0, TAPASCologne Scenario
  59. olariu, 2009, Vehicular Networks From Theory to Practice, 10.1201/9781420085891 · DOI · Paper page
  60. 10.1109/PIMRC.2013.6666650 · doi:10.1109/pimrc.2013.6666650
  61. wang, 2005, An epidemic routing strategy for vehicular ad hoc wireless networks in intelligent transportation systems, Int J Intell Control Syst, 10, 86
  62. 10.1109/ICPADS.2013.104 · doi:10.1109/icpads.2013.104
  63. yu, 2009, A secure routing protocol against byzantine attacks for MANETs in adversarial environments, IEEE Trans Veh Technol, 58, 449, 10.1109/TVT.2008.923683 · doi:10.1109/tvt.2008.923683
  64. 10.1109/WCNC.2008.389 · doi:10.1109/wcnc.2008.389
  65. 10.1002/dac.837 · doi:10.1002/dac.837
  66. 10.1109/TVT.2007.900384 · doi:10.1109/tvt.2007.900384
  67. 10.1145/1161064.1161084 · DOI · Paper page
  68. 10.1145/1080754.1080765 · DOI · Paper page
  69. 10.1109/ITRE.2003.1270592 · doi:10.1109/itre.2003.1270592
  70. 10.1145/1164717.1164725 · doi:10.1145/1164717.1164725
  71. 10.1016/j.jnca.2013.02.036 · DOI · Paper page
  72. 10.1007/s11277-011-0389-1 · doi:10.1007/s11277-011-0389-1
  73. 10.1145/1080754.1080764 · doi:10.1145/1080754.1080764
  74. 10.1109/MEDHOCNET.2010.5546872 · doi:10.1109/medhocnet.2010.5546872
  75. mangharam, 0, GrooveNet: A hybrid simulator for vehicle-to-vehicle networks, Proc 3rd Annu Int Conf Mobile Ubiquitous Syst, 1
  76. 0, The history of the Internet
  77. 0, SWANS++
  78. marfia, 0, Cognitive Cars Constructing a Cognitive Playground for VANET Research Testbeds, 29
  79. 10.1109/VNC.2012.6407431 · doi:10.1109/vnc.2012.6407431
  80. 10.1109/CCNC.2012.6181007 · DOI
  81. 10.1109/WCNC.2013.6554832 · DOI
  82. 10.1145/2030698.2030717 · doi:10.1145/2030698.2030717
  83. 10.1109/WONS.2011.5720204 · doi:10.1109/wons.2011.5720204
  84. 10.1109/INFOCOM.2008.4544652 · doi:10.1109/infocom.2008.4544652
  85. gorgorin, 0, An integrated vehicular and network simulator for vehicular ad-hoc networks, Proc 20th Eur Simul Modell Conf, 59, 1
  86. piñol, 0, Modeling video streaming over VANETs, Proceedings of the 5th ACM Workshop on Performance Monitoring and Measurement of Heterogeneous Wireless and Wired Networks, 7
  87. enkelmann, 0, FleetNet—Applications for inter-vehicle communication, Proc IEEE Intell Veh Symp, 162
  88. 10.1109/MCOM.2005.1421912 · DOI
  89. 10.1109/INFOCOM.2008.4544655 · doi:10.1109/infocom.2008.4544655
  90. 10.1109/VETECS.2011.5956711 · doi:10.1109/vetecs.2011.5956711
  91. lynch, 0, Roadnav
  92. 10.1109/TMC.2010.133 · DOI · Paper page
  93. 10.1109/MCSA.1999.749281 · DOI · Paper page
  94. 10.1145/1055959.1055970 · DOI · Paper page
  95. 10.1145/345910.345953 · DOI · Paper page
  96. 10.1109/COMST.2004.5342238 · DOI · Paper page
  97. 10.1109/VETECS.2003.1208832 · DOI · Paper page
  98. 10.1109/IVS.2004.1336514 · DOI
  99. kihl, 2008, Design and evaluation of two geocast protocols for vehicular ad-hoc networks, J Int Eng, 2, 1
  100. hou, 0, J-Sim Official
  101. 10.1109/IC3.2013.6612173 · DOI
  102. 0, QualNet
  103. 10.1109/VTCFall.2013.6692215 · DOI
  104. barr, 0, JiST/SWANS
  105. 10.1109/AFRCON.2013.6757690 · doi:10.1109/afrcon.2013.6757690
  106. 0, OMNEST
  107. 10.1109/SURV.2011.061411.00019 · DOI · Paper page
  108. 10.1109/CIT.2012.172 · doi:10.1109/cit.2012.172
  109. 0, Network Planning & Simulation (OPNET)
  110. 10.1109/ICIT.2013.6505869 · doi:10.1109/icit.2013.6505869
  111. 10.1109/VNC.2012.6407446 · doi:10.1109/vnc.2012.6407446
  112. 10.1145/1023875.1023877 · DOI
  113. 10.4108/ICST.SIMUTOOLS2008.3048 · DOI
  114. sommer, 0, Using the right two-ray model? A measurement based evaluation of PHY models in VANETs, Proc ACM MobiCom, 1

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Metadata

Authors
Cheng, J., Cheng, J., Zhou, M., Liu, F., Gao, S., & Liu, C.
Venue
IEEE Transactions on Intelligent Transportation Systems
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Published
2015-10
Volume
16
Issue
5
Pages
2339-2352
ISSN
  • 1524-9050 (ISSN-L)
  • 1558-0016
DOI
10.1109/tits.2015.2423667
OpenAlex
W1613550394
Cited by
417
References
0
FWCI
18.60
Type
journal article
Language
en
Open access
closed
Licence
Funders
  • International Science and Technology Cooperation Programme (2013DFM10100)
  • U.S. NSF (CMMI-1162482)
  • National Natural Science Foundation of China (61331009)
  • NSFC (61472284, 61203325)
  • Natural Science Foundation Programs of Shanghai (13ZR1443100)

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CoChat. (2026). Citation check: Routing in Internet of Vehicles: A Review. https://app.cochat.ai/papers/10.1109/tits.2015.2423667
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Cheng, J., Cheng, J., Zhou, M., Liu, F., Gao, S., & Liu, C. (2015). Routing in Internet of Vehicles: A Review. IEEE Transactions on Intelligent Transportation Systems. https://doi.org/10.1109/tits.2015.2423667

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