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299 Results Found

  • Article
  • Open Access
59 Citations
6,847 Views
14 Pages

Artificial Neural Networks for Forecasting Passenger Flows on Metro Lines

  • Mariano Gallo,
  • Giuseppina De Luca,
  • Luca D’Acierno and
  • Marilisa Botte

5 August 2019

Forecasting user flows on transportation networks is a fundamental task for Intelligent Transport Systems (ITSs). Indeed, most control and management strategies on transportation systems are based on the knowledge of user flows. For implementing ITS...

  • Article
  • Open Access
2 Citations
1,629 Views
19 Pages

4 November 2024

Urban metro networks, characterized by their complex systems of interdependent components, are susceptible to a wide range of operational disturbances and threats. Such disruptions can cascade through the system, leading to service delays, operationa...

  • Article
  • Open Access
15 Citations
4,038 Views
17 Pages

Analysis of the robustness and vulnerability of metro networks has great implications for public transport planning and emergency management, particularly considering passengers’ dynamic behaviors. This paper presents an improved coupled map la...

  • Review
  • Open Access
19 Citations
11,937 Views
27 Pages

In recent years, architectures, devices, and components in telecommunication networks have been challenged by evolutionary and revolutionary factors which are drastically changing the traffic features. Most of these changes imply the need for major r...

  • Article
  • Open Access
31 Citations
5,974 Views
28 Pages

17 November 2020

The overall purpose of this study is to enhance existing transit systems by planning a new underground metro network. The design of a new metro network in the existing cities is a complex problem. Therefore, in this research, the study idea arises fr...

  • Article
  • Open Access
1 Citations
2,586 Views
16 Pages

Assessing the Suitability of Fractal Dimension for Measuring Graphic Complexity Change in Schematic Metro Networks

  • Tian Lan,
  • Zhiwei Wu,
  • Chenzhen Sun,
  • Donglin Cheng,
  • Xing Shi,
  • Guangjun Zeng,
  • Hong Zhang and
  • Qian Peng

Schematization is a process of generating schematic network maps (e.g., metro network maps), where the graphic complexity of networks is usually reduced. In the past two decades, various automated schematization methods have been developed. A quantit...

  • Article
  • Open Access
112 Citations
10,183 Views
24 Pages

Predicting the passenger flow of metro networks is of great importance for traffic management and public safety. However, such predictions are very challenging, as passenger flow is affected by complex spatial dependencies (nearby and distant) and te...

  • Article
  • Open Access
4 Citations
1,765 Views
20 Pages

17 February 2025

With the rapid advancement of urbanisation and transit networks, exploring the spatial relationship between metro systems and cultural heritage is crucial for both heritage preservation and sustainable urban development. This study uses the nearest n...

  • Article
  • Open Access
4 Citations
1,905 Views
23 Pages

4 August 2024

With the operation of the first route in Xi’an City, the matching relationship between the metro networks and the urban population is a root factor affecting the utilization of rail transit facilities. The mismatch between the metro networks an...

  • Article
  • Open Access
4 Citations
1,362 Views
17 Pages

The exacerbation of safety risk levels in metro deep foundation pit construction is attributed to the interactive coupling of numerous risk factors. To comprehensively explore the underlying mechanisms of safety incidents, complex network theory is a...

  • Article
  • Open Access
2 Citations
4,662 Views
13 Pages

Programmable Adaptive BVT for Future Optical Metro Networks Adopting SOA-Based Switching Nodes

  • Laura Martín González,
  • Sjoerd Van der Heide,
  • Xuwei Xue,
  • John Van Weerdenburg,
  • Nicola Calabretta,
  • Chigo Okonkwo,
  • Josep M. Fàbrega and
  • Michela Svaluto Moreolo

Adaptive Sliceable-Bandwidth Variable Transceivers (S-BVTs) are key enablers for future optical networks. In particular, those based on Discrete MultiTone (DMT) modulation and Direct Detection (DD) can be considered a flexible solution suitable to ad...

  • Article
  • Open Access
6 Citations
3,278 Views
12 Pages

Allometric scaling originates in biology, where it refers to scaling relations between the size of a body part and the size of the whole body when an organism grows. In cities, various allometric relations have also been discovered, such as those bet...

  • Article
  • Open Access
4 Citations
2,488 Views
19 Pages

Quality of Pedestrian Networks Around Metro Stations: An Assessment Based on Approach Routes

  • Qiyao Yang,
  • Zheng Zhang,
  • Jun Cai,
  • Mengzhen Ding,
  • Lemei Li,
  • Shaohua Zhang,
  • Zhenang Song,
  • Feiyang Chen and
  • Yi Ling

20 January 2025

Walking is the primary mode of reaching metro stations, yet the quality of pedestrian networks around these stations has not been well researched. Considering the objective physical characteristics of pedestrian networks and the subjective assessment...

  • Article
  • Open Access
24 Citations
5,449 Views
21 Pages

Escalator-related injuries have become an important issue in daily metro operation. To reduce the probability and severity of escalator-related injuries, this study conducted a probability and severity analysis of escalator-related injuries by using...

  • Article
  • Open Access
28 Citations
4,524 Views
11 Pages

Impact of Chirp in High-Capacity Optical Metro Networks Employing Directly-Modulated VCSELs

  • Mariangela Rapisarda,
  • Alberto Gatto,
  • Paolo Martelli,
  • Paola Parolari,
  • Christian Neumeyr,
  • Michela Svaluto Moreolo,
  • Josep M. Fabrega,
  • Laia Nadal and
  • Pierpaolo Boffi

27 November 2018

Directly modulated long-wavelength vertical cavity surface emitting lasers (VCSELs) are considered for the implementation of sliceable bandwidth/bitrate variable transceivers for very high capacity transmission (higher than 50 Gb/s per wavelength) in...

  • Article
  • Open Access
40 Citations
4,106 Views
19 Pages

15 September 2022

An urban metro network is susceptible to becoming vulnerable and difficult to recover quickly in the face of an unexpected attack on account of the system’s complexity and the threat of various emergencies. Therefore, it is necessary to assess...

  • Article
  • Open Access
26 Citations
5,340 Views
24 Pages

25 June 2019

A transportation service must be sustainable, respectful of the environment, and socially and economically responsible. These requirements make metro networks the ideal candidate as the most efficient mean of transport in our society. Now, a correct...

  • Article
  • Open Access
24 Citations
5,330 Views
17 Pages

19 January 2019

Many cities in China have opened a subway, which has become an important part of urban public transport. How the metro line forms the metro network, and then changes the urban traffic pattern, is a problem worthy of attention. From 2005 to 2018, 10 m...

  • Article
  • Open Access
3 Citations
1,917 Views
15 Pages

8 June 2023

With the flourishing development of the urban metro system, the topology of important nodes changes as the metro network structure evolves further. The identical important node has distinct impacts on various metro networks’ resilience. At pres...

  • Article
  • Open Access
2 Citations
2,278 Views
12 Pages

Analysis of Crowded Propagation on the Metro Network

  • Cai Jia,
  • Shuyan Zheng,
  • Hanqiang Qian,
  • Bingxin Cao and
  • Kaiting Zhang

9 August 2022

The crowd in a metro system can cause inconvenience and even safety problems to passengers. The study of crowded propagation in metro systems can identify where and when crowds occur, ensuring travel quality and safety. Based on this, a modified susc...

  • Article
  • Open Access
7 Citations
2,102 Views
15 Pages

13 April 2023

Based on complex networks and resilience theory, the structural characteristics and post-disaster performance recovery process of the urban metro network are studied to determine the best repair strategy for metro network performance under different...

  • Article
  • Open Access
15 Citations
4,890 Views
18 Pages

10 January 2020

This paper takes the metro network of Guangzhou as a case study, and provides a quantitative analysis of the historical development of the network from 1999 to 2018. Particularly, the evolution of the topological structure of the Guangzhou Metro Netw...

  • Article
  • Open Access
15 Citations
3,142 Views
17 Pages

Analysis of Madrid Metro Network: From Structural to HJ-Biplot Perspective

  • E. Frutos Bernal,
  • A. Martín del Rey and
  • P. Galindo Villardón

17 August 2020

With the growth of cities, urban traffic has increased and traffic congestion has become a serious problem. Due to their characteristics, metro systems are one of the most used public transportation networks in big cities. So, optimization and planni...

  • Article
  • Open Access
3 Citations
2,991 Views
16 Pages

ARMONIA: A Unified Access and Metro Network Architecture

  • Aristotelis Kretsis,
  • Ippokratis Sartzetakis,
  • Polyzois Soumplis,
  • Katerina Mitropoulou,
  • Panagiotis Kokkinos,
  • Petros Nicopolitidis,
  • Georgios Papadimitriou and
  • Emmanouel Varvarigos

24 November 2020

We present a self-configured and unified access and metro network architecture, named ARMONIA. The ARMONIA network monitors its status, and dynamically (re-)optimizes its configuration. ARMONIA leverages software defined networking (SDN) and network...

  • Article
  • Open Access
26 Citations
4,244 Views
14 Pages

17 April 2021

Owing to the increased use of urban rail transit, the flow of passengers on metro platforms tends to increase sharply during peak periods. Monitoring passenger flow in such areas is important for security-related reasons. In this paper, in order to s...

  • Article
  • Open Access
1 Citations
1,790 Views
10 Pages

Metro-Passive Optical Network Convergence: 400 Gbps Fully Coherent Transmission Using Pre-Commercial Transceivers

  • Mariacristina Casasco,
  • Giuseppe Rizzelli,
  • Annachiara Pagano,
  • Emilio Riccardi,
  • Valter Ferrero and
  • Roberto Gaudino

The capacity of passive optical networks (PONs) is continuously increasing, and it has been standardized up to 50 Gbit/s. The two main standardization organizations, IEEE and ITU-T, are actively working on the next-generation PON, which appears to be...

  • Article
  • Open Access
18 Citations
3,606 Views
28 Pages

18 July 2022

The upward trend of metro flooding disasters inevitably brings new challenges to urban underground flood management. It is essential to evaluate the resilience of metro systems so that efficient flood disaster plans for preparation, emergency respons...

  • Article
  • Open Access
644 Views
25 Pages

22 September 2025

Urban metro systems (UMSs) primarily consist of underground structures and are therefore highly susceptible to disasters, such as rainstorms and waterlogging. The damages caused by such events are often substantial and difficult to recover from, high...

  • Article
  • Open Access
14 Citations
5,176 Views
19 Pages

13 June 2022

With the prosperous development of the urban metro network, the characteristics of the topological structure and node importance are changing dynamically. Most studies focus on static comparisons, and dynamic evolution research is rarely conducted. I...

  • Article
  • Open Access
7 Citations
2,168 Views
20 Pages

27 October 2022

The metro network plays a vital role in the urban transportation system. However, the metro network is easily damaged by humans and natural disturbances. This can cause serious economic damage, such as the suspension of metro station operations and l...

  • Article
  • Open Access
700 Views
28 Pages

1 October 2025

With the surge in urban logistics demand, traditional surface transportation faces challenges, such as traffic congestion and environmental pollution. Leveraging metro systems in metropolitan areas for both passenger commuting and underground logisti...

  • Article
  • Open Access
494 Views
19 Pages

2 October 2025

Origin–destination (OD) passenger flow is a critical variable for metro system planning and operation. While numerous studies have investigated the influence of the built environment on passenger flow, most have focused on ingress or egress flo...

  • Article
  • Open Access
3 Citations
2,263 Views
23 Pages

13 November 2024

The metro-based underground logistics system (M-ULS) has been identified as an effective solution to urban problems resulting from the expansion of urban freight traffic. However, there is a paucity of current research that examines the resilience of...

  • Article
  • Open Access
3 Citations
3,547 Views
21 Pages

10 September 2024

Efficient operation of urban metro systems depends on accurate passenger flow predictions, a task complicated by intricate spatiotemporal correlations. This paper introduces a novel spatiotemporal graph neural network (STGNN) designed explicitly for...

  • Article
  • Open Access
59 Citations
5,255 Views
30 Pages

In recent years, the frequent occurrence of rainstorms has seriously affected urban–public transport systems. In this study, we examined the impact of rainstorms on the vulnerability of urban–public transport systems consisting of both gr...

  • Article
  • Open Access
2,256 Views
9 Pages

25 February 2022

The growing data demands are pushing researchers to pay more attention to spectrally efficient modulation formats. The four-dimensional (4D) signal constellation modulation format has been investigated for metro networks’ applications to achiev...

  • Article
  • Open Access
11 Citations
2,347 Views
14 Pages

A High-Capacity Optical Metro Access Network: Efficiently Recovering Fiber Failures with Robust Switching and Centralized Optical Line Terminal

  • Rahat Ullah,
  • Sibghat Ullah,
  • Ahmad Almadhor,
  • Hathal Salamah Alwageed,
  • Abdullah A. Al-Atawi,
  • Jianxin Ren and
  • Shuaidong Chen

7 February 2024

This study proposes and presents a new central office (CO) for the optical metro access network (OMAN) with an affordable and distinctive switching system. The CO’s foundation is built upon a novel optical multicarrier (OMC) generation techniqu...

  • Article
  • Open Access
2 Citations
1,428 Views
18 Pages

17 May 2025

Urban transportation systems, particularly integrated bus–metro networks, play a critical role in sustaining city functions but face significant vulnerability during extreme flood disasters. Taking Zhengzhou, China, as a case study, this study...

  • Article
  • Open Access
2 Citations
2,126 Views
19 Pages

The connectivity of the urban public transport network and the convenience of transfers between modes of transit are important factors that affect whether passengers choose public transport. Identifying the key nodes that affect network connectivity,...

  • Article
  • Open Access
2,217 Views
29 Pages

Assessment of Bucharest Metro Expansion and Its Correlation with the Territorial System

  • Vasile Dragu,
  • Floriana Cristina Oprea and
  • Eugenia Alina Roman

27 April 2025

The objective of this paper is to determine how the Bucharest metro network has developed from a topological and functional perspective. The research methodology consisted of conducting a topological analysis of the graph representing the metro netwo...

  • Article
  • Open Access
4 Citations
3,295 Views
14 Pages

1 July 2024

Metro network systems play an important role in urban transportation but they are vulnerable to various risks and disruptions. Having a comprehensive understanding of these risks is essential for their operation. In this paper, we aimed to assess the...

  • Article
  • Open Access
137 Citations
11,097 Views
18 Pages

28 May 2015

Rail transit is developing rapidly in major cities of China and has become a key component of urban transport. Nevertheless, the security and reliability in operation are significant issues that cannot be neglected. In this paper, the network and sta...

  • Article
  • Open Access
44 Citations
6,488 Views
22 Pages

23 August 2020

High-density land uses cause high-intensity traffic demand. Metro as an urban mass transit mode is considered as a sustainable strategy to balance the urban high-density land uses development and the high-intensity traffic demand. However, the capaci...

  • Article
  • Open Access
16 Citations
3,204 Views
15 Pages

24 October 2018

With the continuous expansion of the network scale and increasing of passengers, metro emergencies such as operational equipment failure are happening more frequently. Due to the narrow space and crowds of people, metro emergencies always have more o...

  • Article
  • Open Access
26 Citations
7,825 Views
21 Pages

Cost and Material Quantities Prediction Models for the Construction of Underground Metro Stations

  • Fani Antoniou,
  • Georgios Aretoulis,
  • Dimitrios Giannoulakis and
  • Dimitrios Konstantinidis

30 January 2023

This paper addresses the gap in the scientific literature regarding construction cost estimates for the construction of underground metro stations. It provides preliminary cost estimation models using linear regression for use by the Greek undergroun...

  • Article
  • Open Access
1 Citations
2,168 Views
21 Pages

13 October 2023

Accurate prediction of metro passenger flow helps operating departments optimize scheduling plans, alleviate passenger flow pressure, and improve service quality. However, existing passenger flow prediction models tend to only consider the historical...

  • Article
  • Open Access
2 Citations
1,614 Views
25 Pages

Understanding the spatially varying effect mechanism of intermodal connection on metro ridership helps policymakers develop differentiated interventions to promote metro usage, especially for megacities with multiple city sub-centers and ring roads....

  • Article
  • Open Access
3 Citations
3,281 Views
23 Pages

8 March 2023

Efficient and low-cost modes for detecting metro track geometry defects (TGDs) are essential for condition-prediction-based preventive maintenance, which can help improve the safety of metro operations and reduce the maintenance cost of metro tracks....

  • Feature Paper
  • Article
  • Open Access
38 Citations
7,774 Views
13 Pages

SOA Based Photonic Integrated WDM Cross-Connects for Optical Metro-Access Networks

  • Nicola Calabretta,
  • Wang Miao,
  • Ketemaw Mekonnen and
  • Kristif Prifti

23 August 2017

We present a novel optical metro node architecture that exploits the Wavelength Division Multiplexing (WDM) optical cross-connect nodes for interconnecting network elements, as well as computing and storage resources. The photonic WDM cross-connect n...

  • Article
  • Open Access
8 Citations
3,452 Views
20 Pages

An ANNs-Based Method for Automated Labelling of Schematic Metro Maps

  • Tian Lan,
  • Zhilin Li,
  • Jicheng Wang,
  • Chengyin Gong and
  • Peng Ti

Schematic maps are popular for representing transport networks. In the last two decades, some researchers have been working toward automated generation of network layouts (i.e., the network geometry of schematic maps), while automated labelling of sc...

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