BNNC: Improving Performance of Multipath Transmission in Heterogeneous Vehicular Networks
Author | Zhang Y. |
Author | Dong P. |
Author | Du, Xiaojiang |
Author | Luo H. |
Author | Zheng T. |
Author | Guizani, Mohsen |
Available date | 2020-08-18T08:34:44Z |
Publication Date | 2019 |
Publication Name | IEEE Access |
Resource | Scopus |
ISSN | 21693536 |
Abstract | Nowadays, multipath transmission scheme in heterogeneous vehicular networks has become an emerging topic. It is a great challenge to overcome the unreliability of heterogeneous wireless network in vehicle-to-ground multipath communication. Many multipath transmission schemes were proposed. However, most schemes do not consider the unreliability of wireless networks and are difficult to deploy in vehicle-to-ground communications. Even though part of the multipath transmission schemes consider the unreliability of wireless networks, their overhead is too large to be deployed in vehicle-to-ground multipath communication. Therefore, we propose a BigNum Network Coding (BNNC) scheme for vehicle-to-ground multipath communication. Compared with the Opportunistic Routing (OR) scheme, BNNC's network resource overhead is smaller. Compared with other network coding schemes, it is a better trade-off between coding flexibility and codec efficiency. In this paper, we propose a brand-new mathematical model for network coding which can effectively improve the reliability of the vehicular networks. Secondly, based on the mathematical model, we design BNNC multipath transmission scheme. Compared with the current network coding scheme, the BNNC scheme considers coding flexibility and codec efficiency while ensuring multipath transmission reliability. Thirdly, we compare BNNC scheme with many current multipath transmission schemes through lots of simulations and real tests. The results show that the BNNC scheme is significantly superior to the other network coding schemes in terms of computational performance. And in terms of the network performance, the BNNC scheme can overcome the unreliability of wireless networks in multipath transmission and it has lower overhead than OR scheme. - 2013 IEEE. |
Sponsor | This work was supported in part by the Fundamental Research Funds for the Central Universities under Grant 2018YJS010, in part by the National Natural Science Foundation of China (NSFC) under Grant 61872029, in part by the Beijing Municipal Natural Science Foundation under Grant 4182048, and in part by the Key Project of the State Key Lab of Rail Traffic Control and Safety under Grant RCS2018ZZ007. |
Language | en |
Publisher | Institute of Electrical and Electronics Engineers Inc. |
Subject | multipath transmission network coding reliability Vehicular networks |
Type | Article |
Pagination | 158113-158125 |
Volume Number | 7 |
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