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Sensors, Volume 22, Issue 1

January-1 2022 - 408 articles

Cover Story: A reliable estimation of the traffic state in a network is essential, as it is the input of any traffic management strategy. However, the problem of estimating the traffic state alongside combining input data from multiple sensors is complex (e.g., noise, heterogeneity) and involves challenging data fusion. We organized an experiment campaign in an urban area in Zurich, Switzerland, to assess the accuracy of traditional and novel sensors and to propose a fusion methodology. The work focuses on capturing traffic states regarding traffic flows and travel times. Finally, we propose an estimation baseline, multiple linear regression (MLR) (5% data sample), that is compared to a final MLR model fusing the 5% sample with loop detector and traffic signal data. Results compared with ground-truth data demonstrate the effectiveness of the proposed methodology. View this paper
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Articles (408)

  • Communication
  • Open Access
2 Citations
2,764 Views
12 Pages

5 January 2022

The article presents an extensive analysis of the literature related to the diagnosis of the extrusion process and proposes a new, unique method. This method is based on the observation of the punch displacement signal in relation to the die, and the...

  • Article
  • Open Access
16 Citations
4,029 Views
17 Pages

5 January 2022

The demand for wheelchairs has increased recently as the population of the elderly and patients with disorders increases. However, society still pays less attention to infrastructure that can threaten the wheelchair user, such as sidewalks with crack...

  • Article
  • Open Access
13 Citations
2,799 Views
13 Pages

On Theoretical and Numerical Aspects of Bifurcations and Hysteresis Effects in Kinetic Energy Harvesters

  • Grzegorz Litak,
  • Jerzy Margielewicz,
  • Damian Gąska,
  • Andrzej Rysak and
  • Carlo Trigona

5 January 2022

The piezoelectric energy-harvesting system with double-well characteristics and hysteresis in the restoring force is studied. The proposed system consists of a bistable oscillator based on a cantilever beam structure. The elastic force potential is m...

  • Article
  • Open Access
6 Citations
2,933 Views
16 Pages

5 January 2022

This paper presents deterioration level estimation based on convolutional neural networks using a confidence-aware attention mechanism for infrastructure inspection. Spatial attention mechanisms try to highlight the important regions in feature maps...

  • Article
  • Open Access
3 Citations
3,334 Views
23 Pages

5 January 2022

The stick-slip is one of negative phenomena caused by friction in servo systems. It is a consequence of complicated nonlinear friction characteristics, especially the so-called Stribeck effect. Much research has been done on control algorithms suppre...

  • Article
  • Open Access
10 Citations
2,518 Views
17 Pages

On-Demand Charging Management Model and Its Optimization for Wireless Renewable Sensor Networks

  • Sandrine Mukase,
  • Kewen Xia,
  • Abubakar Umar and
  • Eunice Oluwabunmi Owoola

5 January 2022

Nowadays, wireless energy transfer (WET) is a new strategy that has the potential to essentially resolve energy and lifespan issues in a wireless sensor network (WSN). We investigate the process of a wireless energy transfer-based wireless sensor net...

  • Article
  • Open Access
6 Citations
2,921 Views
19 Pages

Multisensor Data Fusion for Localization of Pollution Sources in Wastewater Networks

  • Krystian Chachuła,
  • Tomasz Michał Słojewski and
  • Robert Nowak

5 January 2022

Illegal discharges of pollutants into sewage networks are a growing problem in large European cities. Such events often require restarting wastewater treatment plants, which cost up to a hundred thousand Euros. A system for localization and quantific...

  • Article
  • Open Access
5 Citations
3,074 Views
18 Pages

5 January 2022

The paper considers the problem of tracking an unknown and time-varying number of unlabeled moving objects using multiple unordered measurements with unknown association to the objects. The proposed tracking approach integrates Bayesian nonparametric...

  • Article
  • Open Access
27 Citations
4,662 Views
17 Pages

5 January 2022

Programming is a skill that requires high levels of logical thinking and problem-solving abilities. According to the Curriculum Guidelines for the 12-Year Basic Education currently implemented in Taiwan, programming has been included in the mandatory...

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Sensors - ISSN 1424-8220