Analysis and control of autonomous mobility-on-demand systems

G Zardini, N Lanzetti, M Pavone… - Annual Review of …, 2022 - annualreviews.org
Challenged by urbanization and increasing travel needs, existing transportation systems
need new mobility paradigms. In this article, we present the emerging concept of …

Models, algorithms, and evaluation for autonomous mobility-on-demand systems

R Zhang, K Spieser, E Frazzoli… - 2015 American Control …, 2015 - ieeexplore.ieee.org
This tutorial paper examines the operational and economic aspects of autonomous mobility-
on-demand (AMoD) systems, a rapidly emerging mode of personal transportation wherein …

Autonomous mobility-on-demand systems for future urban mobility

M Pavone - Autonomes Fahren: technische, rechtliche und …, 2015 - Springer
This chapter discusses the operational and economic aspects of autonomous mobility-
ondemand (AMoD) systems, a transformative and rapidly developing mode of transportation …

A BCMP network approach to modeling and controlling autonomous mobility-on-demand systems

R Iglesias, F Rossi, R Zhang… - … International Journal of …, 2019 - journals.sagepub.com
In this paper we present a queuing network approach to the problem of routing and
rebalancing a fleet of self-driving vehicles providing on-demand mobility within a …

Routing and rebalancing intermodal autonomous mobility-on-demand systems in mixed traffic

S Wollenstein-Betech, M Salazar… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
This paper studies congestion-aware route-planning policies for intermodal Autonomous
Mobility-on-Demand (AMoD) systems, whereby a fleet of autonomous vehicles provides on …

Amodeus, a simulation-based testbed for autonomous mobility-on-demand systems

C Ruch, S Hörl, E Frazzoli - 2018 21st international conference …, 2018 - ieeexplore.ieee.org
In an autonomous mobility-on-demand (AMoD) system, customers are transported by
autonomously driving vehicles in an on-demand fashion. Although these AMoD systems will …

Data-driven model predictive control of autonomous mobility-on-demand systems

R Iglesias, F Rossi, K Wang, D Hallac… - … on robotics and …, 2018 - ieeexplore.ieee.org
The goal of this paper is to present an end-to-end, data-driven framework to control
Autonomous Mobility-on-Demand systems (AMoD, ie fleets of self-driving vehicles). We first …

A congestion-aware routing scheme for autonomous mobility-on-demand systems

M Salazar, M Tsao, I Aguiar, M Schiffer… - 2019 18th European …, 2019 - ieeexplore.ieee.org
We study route-planning for Autonomous Mobility-on-Demand (AMoD) systems that
accounts for the impact of road traffic on travel time. Specifically, we develop a congestion …

Control of robotic mobility-on-demand systems: a queueing-theoretical perspective

R Zhang, M Pavone - The International Journal of Robotics …, 2016 - journals.sagepub.com
In this paper we present queueing-theoretical methods for the modeling, analysis, and
control of autonomous mobility-on-demand (MOD) systems wherein robotic, self-driving …

Stochastic model predictive control for autonomous mobility on demand

M Tsao, R Iglesias, M Pavone - 2018 21st International …, 2018 - ieeexplore.ieee.org
This paper presents a stochastic, model predictive control (MPC) algorithm that leverages
short-term probabilistic forecasts for dispatching and rebalancing Autonomous Mobility-on …