TY - JOUR
T1 - A joint scheduling and power control scheme for hybrid I2V/V2V networks
AU - Nguyen, Bach Long
AU - Ngo, Duy Trong
AU - Dao, Minh N.
AU - Duong, Quang Thang
AU - Okada, Minoru
N1 - Funding Information:
Manuscript received February 3, 2020; revised May 8, 2020 and September 5, 2020; accepted October 11, 2020. Date of publication October 16, 2020; date of current version January 22, 2021. The work of Bach Long Nguyen was supported by a UNRS central scholarship from The University of Newcastle, Australia. The work of Duy Trong Ngo was supported in part by the Australian Research Council Discovery Project Grant DP170100939, and in part by the Vietnam National Foundation for Science and Technology Development (NAFOSTED) under Grant no. 102.02-2018.320. The work of Minh N. Dao was supported in part by the Australian Research Council under Grant DP190100555, and in part by Federation University Australia under Grant RGS20-17. The review of this article was coordinated by Prof. J. Misic. (Corresponding author: Bach Long Nguyen.) Bach Long Nguyen and Duy Trong Ngo are with the School of Electrical Engineering and Computing, The University of Newcastle, Callaghan NSW 2308, Australia (e-mail: [email protected]; [email protected]).
Publisher Copyright:
© 1967-2012 IEEE.
PY - 2020/12
Y1 - 2020/12
N2 - In automotive infotainment systems, vehicles using the applications are serviced via continuous infrastructure-to-vehicle (I2V) communications. Additionally, the I2V communications can be combined with vehicle-to-vehicle (V2V) connectivity owing to the small area covered by road side units (RSUs). However, dozens of vehicles have to compete for limited bandwidth when they request service simultaneously in the covered area. In this paper, we propose a joint scheduling and power control scheme for I2V and V2V links in the RSUs' coverage range. Mapping the I2V and V2V links to tuple-links, we formulate a mixed-integer nonlinear programming (MINLP) problem where frequency scheduler and power controller for those tuple-links are jointly designed. Then, we employ the delayed column generation technique and the transmission pattern definition to decompose the MINLP problem into a transmission pattern scheduling problem, as well as a power control problem. Therein, the transmission pattern scheduling problem is solved by linear programming while a greedy power control algorithm is developed. Simulation results with practical parameter settings show that our proposed scheme outperforms several conventional schemes in terms of service disruption and achieved throughput while maintaining throughput fairness among the requesting vehicles. In particular, a high channel number, a small power level number, and a large buffer size at the requesting vehicles are shown to be helpful for our proposed scheme.
AB - In automotive infotainment systems, vehicles using the applications are serviced via continuous infrastructure-to-vehicle (I2V) communications. Additionally, the I2V communications can be combined with vehicle-to-vehicle (V2V) connectivity owing to the small area covered by road side units (RSUs). However, dozens of vehicles have to compete for limited bandwidth when they request service simultaneously in the covered area. In this paper, we propose a joint scheduling and power control scheme for I2V and V2V links in the RSUs' coverage range. Mapping the I2V and V2V links to tuple-links, we formulate a mixed-integer nonlinear programming (MINLP) problem where frequency scheduler and power controller for those tuple-links are jointly designed. Then, we employ the delayed column generation technique and the transmission pattern definition to decompose the MINLP problem into a transmission pattern scheduling problem, as well as a power control problem. Therein, the transmission pattern scheduling problem is solved by linear programming while a greedy power control algorithm is developed. Simulation results with practical parameter settings show that our proposed scheme outperforms several conventional schemes in terms of service disruption and achieved throughput while maintaining throughput fairness among the requesting vehicles. In particular, a high channel number, a small power level number, and a large buffer size at the requesting vehicles are shown to be helpful for our proposed scheme.
KW - Delayed column generation
KW - infotainment applications
KW - infrastructure-to-vehicle communications
KW - power control
KW - scheduling
KW - vehicle-to-vehicle communications
UR - http://www.scopus.com/inward/record.url?scp=85100572018&partnerID=8YFLogxK
U2 - 10.1109/TVT.2020.3031553
DO - 10.1109/TVT.2020.3031553
M3 - Article
AN - SCOPUS:85100572018
SN - 0018-9545
VL - 69
SP - 15668
EP - 15681
JO - IEEE Transactions on Vehicular Technology
JF - IEEE Transactions on Vehicular Technology
IS - 12
ER -