Analysis of Intelligent Reflecting Surface-Enhanced Mobility Through a Line-of-Sight State Transition Model

IF 7.1 2区 计算机科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Vehicular Technology Pub Date : 2025-03-24 DOI:10.1109/TVT.2025.3553483
Haoyan Wei;Hongtao Zhang
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Abstract

Rapid signal fluctuations due to blockage effects cause excessive handovers (HOs) and degrade mobility performance. By reconfiguring line-of-sight (LoS) Links through passive reflections, intelligent reflecting surface (IRS) has the potential to address this issue. Due to the lack of introducing blocking effects, existing HO analyses cannot capture excessive HOs or exploit enhancements via IRSs. This paper proposes an LoS state transition model enabling analysis of mobility enhancement achieved by IRS-reconfigured LoS links, where LoS link blocking and reconfiguration utilizing IRS during user movement are explicitly modeled as stochastic processes. Specifically, the condition for blocking LoS links is characterized as a set of possible blockage locations, the distribution of available IRSs is thinned by the criteria for reconfiguring LoS links. In addition, neighboring BSs are categorized by probabilities of LoS states to enable HO decision analysis. By projecting distinct gains of LoS states onto a uniform equivalent distance criterion, mobility enhanced by IRS is quantified through the compact expression of HO probability. Results show the probability of dropping into non-LoS due to movement decreases by 70% when deploying IRSs with the density of $\rm { 93/km^{2}}$, and HOs decrease by 57% under the optimal IRS distributed deployment parameter.
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通过视线状态转换模型分析智能反射面增强移动性
由于阻塞效应导致的快速信号波动会导致过度切换(HOs)并降低移动性能。通过被动反射重新配置视距(LoS)链路,智能反射面(IRS)有可能解决这个问题。由于缺乏引入阻塞效应,现有的HO分析无法捕获过多的HO或通过irs进行增强。本文提出了一个LoS状态转换模型,用于分析IRS重新配置的LoS链路所实现的移动性增强,其中在用户移动期间利用IRS的LoS链路阻塞和重新配置被明确地建模为随机过程。具体来说,阻塞LoS链路的条件被描述为一组可能的阻塞位置,可用irs的分布被重新配置LoS链路的标准所稀释。此外,根据LoS状态的概率对相邻的BSs进行分类,以实现HO决策分析。通过将LoS状态的不同增益投影到统一的等效距离准则上,通过HO概率的紧凑表达式来量化IRS增强的迁移率。结果表明,以$\rm {93/km^{2}}$为最优IRS分布式部署参数时,由于移动而导致的非目标值下降概率降低了70%,目标值降低了57%。
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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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