Scheduling Phase Period Design for Sub-6 GHz Assisted Millimeter Wave Vehicle-to-Everything (V2X) Communication Scheduler

IF 7.1 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Vehicular Technology Pub Date : 2024-12-24 DOI:10.1109/TVT.2024.3521941
Chenyuan He;Zhouyu Zhang;Yingfeng Cai;Hai Wang;Long Chen;Fenghua Huang
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Abstract

The extensive sharing of sensing data through Vehicle-to-Everything (V2X) communication technology is crucial for enhancing the performance of intelligent transportation systems (ITS). Millimeter wave (mmWave) V2X is a promising direction for achieving high-rate, low-latency data transmission. In our previous work, we proposed a sub-6 GHz assisted mmWave V2X communication architecture to address the challenges of mmWave peer discovery and beam alignment. Additionally, we formulated a novel optimization problem for mmWave link scheduling that thoroughly considered realistic vehicular data features, i.e., data importance and freshness. However, a gap still remains in our previous solutions, such as how to design the mmWave link scheduling phase. In this paper, we study the impact of the scheduling phase period on the optimality of the mmWave scheduling problem. This problem is non-trivial as there exists a trade-off between the freshness of information and the utilization of channel resources. We derive a series of sufficient conditions on the scenario where the increase of scheduling phase period leads to a decrease in network utility. Extensive simulation studies are conducted to verify the theoretical results.
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Sub-6 GHz辅助毫米波车对万物(V2X)通信调度器的调度相位设计
通过车联网(V2X)通信技术广泛共享传感数据对于提高智能交通系统(ITS)的性能至关重要。毫米波(mmWave) V2X是实现高速率、低延迟数据传输的一个有前途的方向。在我们之前的工作中,我们提出了一种sub-6 GHz辅助毫米波V2X通信架构,以解决毫米波对等体发现和波束对准的挑战。此外,我们为毫米波链路调度制定了一个新的优化问题,该问题充分考虑了实际车辆数据特征,即数据重要性和新鲜度。然而,我们以前的解决方案仍然存在差距,例如如何设计毫米波链路调度阶段。本文研究了调度相位周期对毫米波调度问题最优性的影响。这个问题很重要,因为在信息的新鲜度和渠道资源的利用率之间存在权衡。我们得到了调度阶段周期增加导致网络效用下降的一系列充分条件。进行了大量的仿真研究来验证理论结果。
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来源期刊
CiteScore
6.00
自引率
8.80%
发文量
1245
审稿时长
6.3 months
期刊介绍: The scope of the Transactions is threefold (which was approved by the IEEE Periodicals Committee in 1967) and is published on the journal website as follows: Communications: The use of mobile radio on land, sea, and air, including cellular radio, two-way radio, and one-way radio, with applications to dispatch and control vehicles, mobile radiotelephone, radio paging, and status monitoring and reporting. Related areas include spectrum usage, component radio equipment such as cavities and antennas, compute control for radio systems, digital modulation and transmission techniques, mobile radio circuit design, radio propagation for vehicular communications, effects of ignition noise and radio frequency interference, and consideration of the vehicle as part of the radio operating environment. Transportation Systems: The use of electronic technology for the control of ground transportation systems including, but not limited to, traffic aid systems; traffic control systems; automatic vehicle identification, location, and monitoring systems; automated transport systems, with single and multiple vehicle control; and moving walkways or people-movers. Vehicular Electronics: The use of electronic or electrical components and systems for control, propulsion, or auxiliary functions, including but not limited to, electronic controls for engineer, drive train, convenience, safety, and other vehicle systems; sensors, actuators, and microprocessors for onboard use; electronic fuel control systems; vehicle electrical components and systems collision avoidance systems; electromagnetic compatibility in the vehicle environment; and electric vehicles and controls.
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