Designing Directional Traffic Flow With Edge Mode Combination in 2-D Topological Structures

IF 5.3 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE IEEE Open Journal of Intelligent Transportation Systems Pub Date : 2025-01-30 DOI:10.1109/OJITS.2025.3536469
Hiroya Tanaka;Keita Funayama
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Abstract

We demonstrate directional vehicular traffic using a two-dimensional honeycomb-shaped topological structure. We consider a hexagonal street network modeled with vertices and edges, and numerically simulate vehicular transport as a symmetric random walk between vertices. We show that two topologically protected modes lead to traffic flows in orthogonal directions. Additionally, we introduce a synthesized mode that combines topological edge modes. This synthesized mode enables traffic to flow in specific direction by adjusting the combined weights. Our investigation offers an approach for optimizing urban traffic management, enhancing traffic efficiency, and reducing congestion in urban environments.
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基于二维拓扑结构边缘模式组合的定向交通流设计
我们利用二维蜂巢状拓扑结构演示了定向车辆交通。我们考虑了一个用顶点和边建模的六边形街道网络,并用数值模拟了顶点间对称随机行走的车辆交通。我们证明,两种拓扑保护模式会导致正交方向的交通流。此外,我们还引入了一种结合拓扑边缘模式的合成模式。这种合成模式可通过调整组合权重使流量流向特定方向。我们的研究为优化城市交通管理、提高交通效率和减少城市环境拥堵提供了一种方法。
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