99 citations · 702 across the 46 of their papers we have counts for
10 papers · 1 filter
Backpressure-based Mean-field Type Game for Scheduling in Multi-Hop Wireless Sensor Networks
Salah Eddine Choutri, Boualem Djehiche, Prajwal Chauhan +1
We propose a Mean-Field Type Game (MFTG) framework for effective scheduling in multi-hop wireless sensor networks (WSNs) using backpressure as a performance criterion. Traditional…
Urban traffic analysis and forecasting through shared Koopman eigenmodes
Chuhan Yang, Fares B. Mehouachi, Monica Menendez +1
Predicting traffic flow in data-scarce cities is challenging due to limited historical data. To address this, we leverage transfer learning by identifying periodic patterns common…
Generalized adaptive smoothing based neural network architecture for traffic state estimation
Chuhan Yang, Sai Venkata Ramana Ambadipudi, Saif Eddin Jabari
The adaptive smoothing method (ASM) is a standard data-driven technique used in traffic state estimation. The ASM has free parameters which, in practice, are chosen to be some gene…
A User-Based Charge and Subsidy Scheme for Single O-D Network Mobility Management
Li Li, Dianchao Lin, Saif Eddin Jabari
We propose a path guidance system with a user-based charge and subsidy (UBCS) scheme for single O-D network mobility management. Users who are willing to join the scheme (subscribe…
A Real-Time Dispatching Strategy for Shared Automated Electric Vehicles with Performance Guarantees
Li Li, Theodoros Pantelidis, Joseph Y. J. Chow +1
Real-time vehicle dispatching operations in traditional car-sharing systems is an already computationally challenging scheduling problem. Electrification only exacerbates the compu…
Backpressure Control with Estimated Queue Lengths for Urban Network Traffic
Li Li, Victor Okoth, Saif Eddin Jabari
Backpressure (BP) control was originally used for packet routing in communications networks. Since its first application to network traffic control, it has undergone different modi…
Noticeability Versus Impact in Traffic Signal Tampering
Bilal Thonnam Thodi, Timothy Mulumba, Saif Eddin Jabari
This paper investigates the vulnerability of urban traffic networks to cyber-attacks on traffic lights. We model traffic signal tampering as a bi-objective optimization problem tha…
Pay for Intersection Priority: A Free Market Mechanism for Connected Vehicles
DianChao Lin, Saif Eddin Jabari
The rapid development and deployment of vehicle technologies offer opportunities to re-think the way traffic is managed. This paper capitalizes on vehicle connectivity and proposes…
Position weighted backpressure intersection control for urban networks
Li Li, Saif Eddin Jabari
Decentralized intersection control techniques have received attention in the literature as tools that address scalability issues of network intersection control. Chief among these…
Traffic state estimation using stochastic Lagrangian dynamics
Fangfang Zheng, Saif Eddin Jabari, Henry X. Liu +1
This paper proposes a new stochastic model of traffic dynamics in Lagrangian coordinates. The source of uncertainty is heterogeneity in driving behavior, captured using driver-spec…