activity
20192022
most citedLearning-based Traffic State Reconstruction using Probe Vehicles

7 citations · 11 across the 4 of their papers we have counts for

collaborators

6 papers

eess.SY20222 cited

Multi-criteria Decision-making of Intelligent Vehicles under Fault Condition Enhancing Public-private Partnership

Xin Tao, Mladen Čičić, Jonas Mårtensson

With the development of vehicular technologies on automation, electrification, and digitalization, vehicles are becoming more intelligent while being exposed to more complex, uncer…

eess.SY20202 cited

Causality Graph of Vehicular Traffic Flow

Sina Molavipour, Germán Bassi, Mladen Čičić +2

In an intelligent transportation system, the effects and relations of traffic flow at different points in a network are valuable features which can be exploited for control system…

math.OC20207 cited

Learning-based Traffic State Reconstruction using Probe Vehicles

John Liu, Matthieu Barreau, Mladen Cicic +1

This article investigates the use of a model-based neural-network for the traffic reconstruction problem using noisy measurements coming from probe vehicles. The traffic state is a…

math.OC2020

Numerical Investigation of Traffic State Reconstruction and Control Using Connected Automated Vehicles

Mladen Cicic, Matthieu Barreau, Karl Henrik Johansson

In this paper we present a numerical study on control and observation of traffic flow using Lagrangian measurements and actuators. We investigate the effect of some basic control a…

math.OC2020

Analysis and Design of Vehicle Platooning Operations on Mixed-Traffic Highways

Li Jin, Mladen Cicic, Karl H. Johansson +1

Platooning of connected and autonomous vehicles (CAVs) has a significant potential for throughput improvement. However, the interaction between CAVs and non-CAVs may limit the prac…

math.OC2019

Coordinating Vehicle Platoons for Highway Bottleneck Decongestion and Throughput Improvement

Mladen Čičić, Li Jin, Karl Henrik Johansson

Truck platooning is a technology that is expected to become widespread in the coming years. Apart from the numerous benefits that it brings, its potential effects on the overall tr…