Efficient sensors selection for traffic flow monitoring: An overview of model-based techniques leveraging network observability

M Fabris, R Ceccato, A Zanella - arXiv preprint arXiv:2404.08588, 2024 - arxiv.org
The emergence of 6G-enabled Internet of Vehicles (IoV) promises to revolutionize mobility
and connectivity, integrating vehicles into a mobile Internet-of-Things (IoT)-oriented wireless …

Reliable Traffic Sensor Networks Via Fault-Tolerant Sensor Reconciliation Schemes

G Gagliardi, A Casavola, V D'Angelo - IFAC-PapersOnLine, 2023 - Elsevier
Wireless sensor networks (WSNs) are in general composed of a large number of sensor
nodes spread over a wide geographical area. In order to minimize the processing …

Optimal Placement of Sensors in Traffic Networks Using Global Search Optimization Techniques Oriented towards Traffic Flow Estimation and Pollutant Emission …

G Gagliardi, V Gallelli, A Violi, M Lupia, G Cario - Sustainability, 2024 - mdpi.com
The relationship between estimating traffic flow and evaluating pollutant emissions lies in
understanding how vehicular traffic patterns affect air quality. Traffic flow estimation is a …

Trustworthy Traffic Sensors Networks via Fault-Tolerant Sensor Reconciliation Architectures

G Gagliardi, V D'Angelo, FA Torchiaro… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In this paper, the sensor selection problem (ie the problem of selecting a subset of possibly
redundant sensors from a larger set of potential sensors) for large-scale Wireless Sensor …

Joint Sensor Selection and Observer Design for Positive Systems via Mixed-Integer Semidefinite Programming

G Gagliardi, FA Torchiaro… - IEEE Control Systems …, 2024 - ieeexplore.ieee.org
This letter addresses the joint sensor selection and observer design problem for positive
systems. The proposed methodology leverages Mixed-Integer Semidefinite Programming …

Strategic Sensor Deployment in Traffic Networks for Enhanced Traffic Flow and Pollution Analysis through Global Search Optimization

M Lupia, G Cario, G Gagliardi… - 2024 IEEE 20th …, 2024 - ieeexplore.ieee.org
Understanding the relationship between traffic flow estimates and air quality assessment
requires analyzing how vehicle movements influence environmental pollutants. This …