Application Level Performance Measurements of Multi-Connectivity Options in Cellular Networks for Vehicular Scenarios

Intelligent Transportation Systems (ITS) and vehicle passengers request for high-speed and reliable data access from vehicle to infrastructure networks. For example, passengers like to consume multimedia services and new use cases arise from ITS and connected vehicular services that require high-speed and reliable connectivity solutions. To achieve these requirements multi-connectivity is a viable solution to increase throughput and reliability. Such options exist on various layers. On the network access layer multiple antennas are deployed for transmitting and receiving data in parallel data streams; on the transport layer different network access opportunities are utilized by multi-path protocols such as multi-path TCP. At the present study, we evaluate performance metrics of these options in a real-world vehicular scenario. We quantify throughput, delay, and reliability improvements of using multiple antennas and multi-path TCP and also indicate issues of multi-path TCP. Further, we demonstrate performance improvements by the change of the congestion control protocol.

[1]  Mark Handley,et al.  TCP Extensions for Multipath Operation with Multiple Addresses , 2011 .

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

[3]  Jin Yang,et al.  MIMO Performance at 700MHz: Field Trials of LTE with Handheld UE , 2011, 2011 IEEE Vehicular Technology Conference (VTC Fall).

[4]  Hong Xu,et al.  More is Better? Measurement of MPTCP Based Cellular Bandwidth Aggregation in the Wild , 2016, 2016 IEEE 13th International Conference on Mobile Ad Hoc and Sensor Systems (MASS).

[5]  Ralf Lübben,et al.  An Odd Couple: Loss-Based Congestion Control and Minimum RTT Scheduling in MPTCP , 2019, 2019 IEEE 44th Conference on Local Computer Networks (LCN).

[6]  Johan Furuskog,et al.  Antenna Configurations for 4x4 MIMO in LTE - Field Measurements , 2010, 2010 IEEE 71st Vehicular Technology Conference.

[7]  Ralf Steinmetz,et al.  Multipath QUIC: A Deployable Multipath Transport Protocol , 2018, 2018 IEEE International Conference on Communications (ICC).

[8]  Björn Halvarsson,et al.  LTE-A Field Measurements: 8x8 MIMO and Carrier Aggregation , 2013, 2013 IEEE 77th Vehicular Technology Conference (VTC Spring).

[9]  Olivier Bonaventure,et al.  Multipath QUIC: Design and Evaluation , 2017, CoNEXT.

[10]  Amr Rizk,et al.  A measurement study on the application-level performance of LTE , 2014, 2014 IFIP Networking Conference.

[11]  Mark Handley,et al.  TCP Extensions for Multipath Operation with Multiple Addresses , 2020, RFC.

[12]  M. Alasali,et al.  LTE MIMO performance measurements on trains , 2013, 2013 7th European Conference on Antennas and Propagation (EuCAP).

[13]  Antonio Pescapè,et al.  A tool for the generation of realistic network workload for emerging networking scenarios , 2012, Comput. Networks.