BNNC: Improving Performance of Multipath Transmission in Heterogeneous Vehicular Networks

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.

[1]  Peng Wang,et al.  Pipeline Network Coding-Based Multipath Data Transfer in Heterogeneous Wireless Networks , 2017, IEEE Transactions on Broadcasting.

[2]  Janardhan R. Iyengar,et al.  Concurrent multipath transfer using SCTP multihoming over independent end-to-end paths , 2006, TNET.

[3]  Ning Li,et al.  Probability Prediction-Based Reliable and Efficient Opportunistic Routing Algorithm for VANETs , 2018, IEEE/ACM Transactions on Networking.

[4]  Hongke Zhang,et al.  CMT-NC: Improving the Concurrent Multipath Transfer Performance Using Network Coding in Wireless Networks , 2016, IEEE Transactions on Vehicular Technology.

[5]  Lixia Zhang,et al.  Stream Control Transmission Protocol , 2000, RFC.

[6]  Yi Gong,et al.  Carrier sense multiple access with collision avoidance‐aware connectivity quality of downlink broadcast in vehicular relay networks , 2019, IET Microwaves, Antennas & Propagation.

[7]  Octavia A. Dobre,et al.  Joint Inter-Flow Network Coding and Opportunistic Routing in Multi-Hop Wireless Mesh Networks: A Comprehensive Survey , 2018, IEEE Communications Surveys & Tutorials.

[8]  Longfei Wu,et al.  EFFECT: an efficient flexible privacy-preserving data aggregation scheme with authentication in smart grid , 2019, Science China Information Sciences.

[9]  Ke Zhang,et al.  Computation Offloading and Resource Allocation For Cloud Assisted Mobile Edge Computing in Vehicular Networks , 2019, IEEE Transactions on Vehicular Technology.

[10]  Hongke Zhang,et al.  An Adaptive Multipath Algorithm to Overcome the Unpredictability of Heterogeneous Wireless Networks for High-Speed Railway , 2018, IEEE Transactions on Vehicular Technology.

[11]  Xin Wang,et al.  FMTCP: A Fountain Code-Based Multipath Transmission Control Protocol , 2012, ICDCS 2012.

[12]  Chen Zhang,et al.  Joint Opportunistic Routing and Intra-Flow Network Coding in Multi-Hop Wireless Networks: A Survey , 2018, IEEE Network.

[13]  Erich M. Nahum,et al.  ECF: An MPTCP Path Scheduler to Manage Heterogeneous Paths , 2017, CoNEXT.

[14]  Nesrine Chakchouk,et al.  A Survey on Opportunistic Routing in Wireless Communication Networks , 2015, IEEE Communications Surveys & Tutorials.

[15]  Qiuping Li,et al.  Computation offloading and resource allocation for mobile edge computing with multiple access points , 2019, IET Commun..

[16]  Li Li,et al.  A measurement study on multi-path TCP with multiple cellular carriers on high speed rails , 2018, SIGCOMM.

[17]  Baochun Li,et al.  Optimized multipath network coding in lossy wireless networks , 2009, IEEE Journal on Selected Areas in Communications.

[18]  Roksana Boreli,et al.  BLEST: Blocking estimation-based MPTCP scheduler for heterogeneous networks , 2016, 2016 IFIP Networking Conference (IFIP Networking) and Workshops.

[19]  Khaled Ben Letaief,et al.  An Optimal Antenna Assignment Strategy for Information Raining , 2008, IEEE Transactions on Wireless Communications.

[20]  Khaled A. Harras,et al.  OSCAR: A Collaborative Bandwidth Aggregation System , 2014, ArXiv.

[21]  Zhibo Pang,et al.  Comprehensive Analysis on Heterogeneous Wireless Network in High-Speed Scenarios , 2018, Wirel. Commun. Mob. Comput..

[22]  Sang-Ha Kim,et al.  Low-Cost Multipath Routing Protocol by Adapting Opportunistic Routing in Wireless Sensor Networks , 2017, 2017 IEEE Wireless Communications and Networking Conference (WCNC).

[23]  G. Miller Linear Groups with an Exposition of the Galois Field Theory , 1902 .

[24]  Mohsen Guizani,et al.  A Bignum Network Coding Scheme for Multipath Transmission in Vehicular Networks , 2018, 2018 IEEE Global Communications Conference (GLOBECOM).

[25]  BongHwan Oh,et al.  Feedback-Based Path Failure Detection and Buffer Blocking Protection for MPTCP , 2016, IEEE/ACM Transactions on Networking.

[26]  Hongke Zhang,et al.  Improving Onboard Internet Services for High-Speed Vehicles by Multipath Transmission in Heterogeneous Wireless Networks , 2016, IEEE Transactions on Vehicular Technology.

[27]  Antti Ylä-Jääski,et al.  Multipath Transmission for the Internet: A Survey , 2016, IEEE Communications Surveys & Tutorials.

[28]  Mohsen Guizani,et al.  Transactions papers a routing-driven Elliptic Curve Cryptography based key management scheme for Heterogeneous Sensor Networks , 2009, IEEE Transactions on Wireless Communications.

[29]  Lin Tian,et al.  Research on the Extension of SCTP Protocol on the Heterogeneous Wireless Network , 2016, Int. J. Interdiscip. Telecommun. Netw..

[30]  Alan Ford,et al.  Multipath TCP (MPTCP) Application Interface Considerations , 2013, RFC.

[31]  Mohsen Guizani,et al.  An effective key management scheme for heterogeneous sensor networks , 2007, Ad Hoc Networks.

[32]  Rudolf Ahlswede,et al.  Network information flow , 2000, IEEE Trans. Inf. Theory.

[33]  Pablo Rodriguez,et al.  MAR: a commuter router infrastructure for the mobile Internet , 2004, MobiSys '04.

[34]  Sanming Zhou,et al.  Networking for Big Data: A Survey , 2017, IEEE Communications Surveys & Tutorials.

[35]  Xiaojiang Du,et al.  Internet Protocol Television (IPTV): The Killer Application for the Next-Generation Internet , 2007, IEEE Communications Magazine.

[36]  Hongke Zhang,et al.  Locator/Identifier Split Networking: A Promising Future Internet Architecture , 2017, IEEE Communications Surveys & Tutorials.

[37]  Robert Tappan Morris,et al.  Opportunistic routing in multi-hop wireless networks , 2004, Comput. Commun. Rev..

[38]  Janardhan R. Iyengar,et al.  Concurrent Multipath Transfer Using SCTP Multihoming Over Independent End-to-End Paths , 2006, IEEE/ACM Transactions on Networking.

[39]  Mohsen Guizani,et al.  SVCC-HSR: Providing Secure Vehicular Cloud Computing for Intelligent High-Speed Rail , 2018, IEEE Network.