A spatial-temporal approach for traffic status analysis and prediction based on Bi-LSTM structure

L Li, Y Yang, Z Yuan, Z Chen - Modern Physics Letters B, 2021 - World Scientific
Urban traffic control has become a big issue to help traffic management in recent years. With
data explosion, Intelligent Transportation System (ITS) is developing rapidly. ITS is an …

An improved optimal routing strategy on scale-free networks

J Ma, J Ma, HJ Li - IEEE Transactions on Circuits and Systems …, 2022 - ieeexplore.ieee.org
Traffic dynamics have drawn more and more attention from physical and engineering field
recently. In this brief, we focus on the traffic capacity that can be measured by the critical …

Optimal dynamic bandwidth allocation for complex networks

ZY Jiang, MG Liang, Q Li, DC Guo - Physica A: Statistical Mechanics and its …, 2013 - Elsevier
Traffic capacity of one network strongly depends on the link's bandwidth allocation strategy.
In previous bandwidth allocation mechanisms, once one link's bandwidth is allocated, it will …

Improving network transport efficiency by edge rewiring

ZY Jiang, MG Liang, DC Guo - Modern Physics Letters B, 2013 - World Scientific
Considering the heterogeneous structure of scale-free networks causing low traffic capacity
of network, we propose to improve the network transport efficiency by rewiring a fraction of …

Enhancing traffic capacity of two-Layer complex networks

ZY Jiang, MG Liang, S Zhang, W Zhou… - International Journal of …, 2013 - World Scientific
As two-layer or multi-layer network model can more accurately reveal many real structures of
complex systems such as peer-to-peer (P2P) networks on IP networks, to better understand …

Optimal resource allocation strategy for two-layer complex networks

J Ma, L Wang, S Li, C Duan, Y Liu - Modern Physics Letters B, 2018 - World Scientific
We study the traffic dynamics on two-layer complex networks, and focus on its delivery
capacity allocation strategy to enhance traffic capacity measured by the critical value R c …

Optimal routing strategy based on sine function for scale-free networks

J Ma, J Ma, X Li - International Journal of Modern Physics B, 2023 - World Scientific
The escalation of network traffic drives it imperative to enhance network traffic capacity and
alleviate congestion. We propose a novel routing strategy in accordance with the properties …

Social-aware data dissemination in opportunistic mobile social networks

Y Yang, H Zhao, J Ma, X Han - International Journal of Modern …, 2017 - World Scientific
Opportunistic Mobile Social Networks (OMSNs), formed by mobile users with social
relationships and characteristics, enhance spontaneous communication among users that …

[HTML][HTML] Complex networks: Traffic dynamics, network performance, and network structure

Z Hu, K Thulasiraman, PK Verma - 2013 - scirp.org
This paper explores traffic dynamics and performance of complex networks. Complex
networks of various structures are studied. We use node betweenness centrality, network …

An incremental optimal routing strategy for scale-free networks

ZY Jiang - International Journal of Modern Physics C, 2014 - World Scientific
The link congestion based traffic model can more accurately reveal the traffic dynamics of
many real complex networks such as the Internet, and heuristically optimizing each link's …