Vehicular Communication Network Enabled CAV Data Offloading: A Review
The connected and autonomous vehicles (CAV) applications and services-based traffic make an extra burden on the already congested cellular networks. Offloading is envisioned as a promising solution to tackle cellular networks' traffic explosion problem. Notably, vehicular traffic offloading lev...
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| Veröffentlicht in: | IEEE transactions on intelligent transportation systems 2023-08, Vol.24 (8), p.7869-7897 |
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| container_title | IEEE transactions on intelligent transportation systems |
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| creator | Ahmed, Manzoor Mirza, Muhammad Ayzed Raza, Salman Ahmad, Haseeb Xu, Fang Khan, Wali Ullah Lin, Qing Han, Zhu |
| description | The connected and autonomous vehicles (CAV) applications and services-based traffic make an extra burden on the already congested cellular networks. Offloading is envisioned as a promising solution to tackle cellular networks' traffic explosion problem. Notably, vehicular traffic offloading leveraging different vehicular communication network (VCN) modes is one of the potential techniques to address the data traffic problem in cellular networks. This paper surveys the state-of-the-art literature for vehicular data offloading under a communication perspective, i.e., vehicle to vehicle (V2V), vehicle to roadside infrastructure (V2I), and vehicle to everything (V2X). First, we pinpoint the significant classification of vehicular data/traffic offloading techniques, considering whether data is to download or upload. Next, for better intuition of each data offloading's category, we sub-classify the existing schemes based on their objectives. Then, the existing literature on vehicular data/traffic is elaborated, compared, and analyzed based on approaches, objectives, merits, demerits, etc. Finally, we highlight the open research challenges in this field and predict future research trends. |
| doi_str_mv | 10.1109/TITS.2023.3263643 |
| format | Article |
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Offloading is envisioned as a promising solution to tackle cellular networks' traffic explosion problem. Notably, vehicular traffic offloading leveraging different vehicular communication network (VCN) modes is one of the potential techniques to address the data traffic problem in cellular networks. This paper surveys the state-of-the-art literature for vehicular data offloading under a communication perspective, i.e., vehicle to vehicle (V2V), vehicle to roadside infrastructure (V2I), and vehicle to everything (V2X). First, we pinpoint the significant classification of vehicular data/traffic offloading techniques, considering whether data is to download or upload. Next, for better intuition of each data offloading's category, we sub-classify the existing schemes based on their objectives. 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| ispartof | IEEE transactions on intelligent transportation systems, 2023-08, Vol.24 (8), p.7869-7897 |
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| source | IEEE Electronic Library (IEL) |
| subjects | Autonomous vehicles caching Cellular communication Cellular networks Communication Communication networks Communications networks Communications traffic connected and autonomous vehicles (CAV) Electronic mail Networks Protocols Quality of service Roadsides Social networking (online) Traffic Traffic congestion V2I V2V V2X Vehicular communication networks vehicular data offloading |
| title | Vehicular Communication Network Enabled CAV Data Offloading: A Review |
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