Ali Marjovi

Contact

EPFL ENAC IIE DISAL

GR A2 475 (Building GR)
Station 2
CH-1015 Lausanne
Switzerland
Phone: +41 21 693 80 99
[email protected]


Short Biography

I am a postdoctoral researcher at DISAL working on intelligent systems and algorithms for monitoring and modeling environmental processes. As an example, at DISAL, we developed an end-to-end framework for sensing, modeling and predicting air quality in smart cities. I received my Ph.D. in intelligent systems and robotics from University of Coimbra, Portugal, my M.Sc. in computer engineering from Sharif University of Technology, Iran and my B.Sc. in computer hardware engineering from University of Isfahan, Iran. More information about me can be found in the following:

Research Interests and Projects

My research interests include IoT systems, machine learning, data science, and embedded systems. I have collaborated in several national and international projects such as OpenSense I and II, AutoNet2030, OpenSWISS, 3DNoseNet, Guardians and Tiramisu.  More information about my research can be found here.

Publications

2020

Particle Source Localization with a Low-Cost Robotic Sensor System: Algorithmic Design and Performance Evaluation

X. Chen; A. Marjovi; J. Huang; A. Martinoli 

IEEE Sensors Journal. 2020. Vol. 20, num. 21, p. 13074-13085. DOI : 10.1109/JSEN.2020.3002273.

2019

An Algorithm for Odor Source Localization based on Source Term Estimation

F. Rahbar; A. Marjovi; A. Martinoli 

2019-08-12. 2019 International Conference on Robotics and Automation (ICRA), Palais des congres de Montreal, Montreal, QC, Canada, Mai 20-24, 2019. p. 973-979. DOI : 10.1109/ICRA.2019.8793784.

Design and Performance Evaluation of an Algorithm Based on Source Term Estimation for Odor Source Localization

F. Rahbar; A. Marjovi; A. Martinoli 

Sensors. 2019-02-05. Vol. 19, num. 3, p. 656. DOI : 10.3390/s19030656.

2018

Design and Performance Evaluation of an Infotaxis-Based Three-Dimensional Algorithm for Odor Source Localization

J. Ruddick; A. Marjovi; F. Rahbar; A. Martinoli 

2018. 25th IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Madrid, Spain, October 1-5, 2018. p. 1413-1420. DOI : 10.1109/IROS.2018.8593997.

2017

A 3-D Bio-inspired Odor Source Localization and its Validation in Realistic Environmental Conditions

F. Rahbar; A. Marjovi; P. C. M. Kibleur; A. Martinoli 

2017. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Vancouver, BC, Canada, September 24–28, 2017. p. 3983-3989. DOI : 10.1109/IROS.2017.8206252.

Challenges for Automated Cooperative Driving: The AutoNet2030 Approach

M. Obst; A. Marjovi; M. Vasic; I. Navarro Oiza; A. Martinoli et al. 

Automated Driving; Switzerland: Springer International Publishing, 2017. p. 561-570.

Adaptive Lévy Taxis for Odor Source Localization in Realistic Environmental Conditions

R. Emery; F. Rahbar; A. Marjovi; A. Martinoli 

2017. IEEE International Conference on Robotics and Automation, Singapore, May 29-June 3, 2017. p. 3552-3559. DOI : 10.1109/ICRA.2017.7989407.

Extending Urban Air Quality Maps Beyond the Coverage of a Mobile Sensor Network: Data Sources, Methods, and Performance Evaluation

A. Marjovi; A. Arfire; A. Martinoli 

2017. International Conference on Embedded Wireless Systems and Networks (EWSN), Uppsala, Sweden, February 20-22, 2017. p. 12–23.

2016

Towards 3-D Distributed Odor Source Localization: An Extended Graph-Based Formation Control Algorithm for Plume Tracking

J. M. Soares; A. Marjovi; J. Giezendanner; A. A. Kodiyan; A. P. Aguiar et al. 

2016. 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, Daejeon, South Korea, October 9-14, 2016. DOI : 10.1109/IROS.2016.7759277.

Enhancing Measurement Quality through Active Sampling in Mobile Air Quality Monitoring Sensor Networks

A. Arfire; A. Marjovi; A. Martinoli 

2016. IEEE International Conference on Advanced Intelligent Mechatronics, Banff, Alberta, Canada, July 12-15, 2016. p. 1022-1027. DOI : 10.1109/AIM.2016.7576904.

Mitigating Slow Dynamics of Low-Cost Chemical Sensors for Mobile Air Quality Monitoring Sensor Networks

A. Arfire; A. Marjovi; A. Martinoli 

2016. International Conference on Embedded Wireless Systems and Networks, Graz, Austria, 2016. p. 159–167.

2015

Model-based Rendezvous Calibration of Mobile Sensor Networks for Monitoring Air Quality

A. Arfire; A. Marjovi; A. Martinoli 

2015. IEEE Sensors Conference, Busan, Republic of Korea, November 1-4, 2015. DOI : 10.1109/ICSENS.2015.7370258.

Distributed Graph-based Convoy Control for Networked Intelligent Vehicles

A. Marjovi; M. Vasic; J. C. B. Lemaitre; A. Martinoli 

2015. IEEE Intelligent Vehicles, Seoul, Korea, June 2015. p. 138-143. DOI : 10.1109/IVS.2015.7225676.

High Resolution Air Pollution Maps in Urban Environments Using Mobile Sensor Networks

A. Marjovi; A. Arfire; A. Martinoli 

2015. The 11th International Conference on Distributed Computing in Sensor Systems (DCOSS 2015), Fortaleza, Brazil, June 10-12, 2015. p. 11-20. DOI : 10.1109/DCOSS.2015.32.

2014

Network of automated vehicles: The AutoNet2030 vision

A. de La Fortelle; X. Qian; S. Diemer; J. Grégoire; F. Moutarde et al. 

2014. 21st World Congress on Intelligent Transport Systems, Detroit, Michigan, USA, September 7-11, 2014.

Multi-Robot Odor Distribution Mapping in Realistic Time-Variant Conditions

A. Marjovi; L. Marques 

2014. IEEE Int. Conf. on Robotics and Automation (ICRA), Hong Kong, China, 2014. p. 3720-3727. DOI : 10.1109/ICRA.2014.6907398.

Optimal Swarm Formation for Odor Plume Finding

A. Marjovi; L. Marques 

IEEE Transactions on Cybernetics. 2014. Vol. 44, num. 12, p. 2302-2315. DOI : 10.1109/TCYB.2014.2306291.

2013

Multi-robot and swarm olfactory search, PhD Thesis

A. Marjovi 

LAMBERT Academic Publishing, 2013.

Swarm Robotic Plume Tracking for Intermittent and Time-Variant Odor Dispersion

A. Marjovi; L. Marques 

2013. European Conference on Mobile Robots (ECMR), Barcelona, Spain, Sep. 25-27, 2013. p. 379-384. DOI : 10.1109/ECMR.2013.6698871.

Multi-robot and swarm olfactory search

A. Marjovi / L. Marques (Dir.)  

Institute of Systems and Robotics, University of Coimbra, PT, 2013. 

Multi-Robot Topological Exploration Using Olfactory Cues

A. Marjovi; L. Marques 

Distributed Autonomous Robotic Systems; Springer Berlin Heidelberg, 2013. p. 47-60.

Optimal Spatial Formation of Swarm Robotic Gas Sensors in Odor Plume Finding

A. Marjovi; L. Marques 

Autonomous Robots. 2013. Vol. 35, num. 2-3, p. 93-109. DOI : 10.1007/s10514-013-9336-1.

2012

Robotic clusters: Multi-robot systems as computer clusters A topological map merging demonstration

A. Marjovi; S. Choobdar; L. Marques 

Robotics and Autonomous Systems. 2012. Vol. 60, num. 9, p. 1191-1204. DOI : 10.1016/j.robot.2012.05.007.

2011

Multi-robot olfactory search in structured environments

A. Marjovi; L. Marques 

Robotics and Autonomous Systems. 2011. Vol. 59, num. 11, p. 867-881. DOI : 10.1016/j.robot.2011.07.010.

2010

An Olfactory-Based Robot Swarm Navigation Method

A. Marjovi; J. Nunes; P. Sousa; R. Faria; L. Marques 

2010. IEEE Int. Conf. on Robotics and Automation (ICRA), Anchorage, AK, USA, 2010. p. 4958-4963. DOI : 10.1109/ROBOT.2010.5509411.

Multi-Robot Fire Searching in Unknown Environment

A. Marjovi; J. Nunes; L. Marques; A. de Almeida 

Multi-Robot Fire Searching in Unknown Environment; Springer Berlin Heidelberg, 2010. p. 341-351.

2009

Multi-Robot Exploration and Fire Searching

A. Marjovi; J. G. Nunes; L. Marques; A. de Almeida 

2009. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), St. Louis, MO, USA, 2009. p. 1929-1934. DOI : 10.1109/IROS.2009.5354598.

2008

Benchmarking mobile robots’ motion

A. Marjovi; L. Marques; A. de Almeida 

2008. EURON.

A step toward autonomous pole climbing robots

M. Tavakoli; A. Marjovi; L. Marques; A. de Almeida 

Proceedings of the Eleventh International Conference on Climbing and Walking Robots; World Scinetific Publishing Company, 2008.

A Scalable benchmark for motion control of mobile robots

A. Marjovi; L. Marques 

2008. Eleventh International Conference on Climbing and Walking Robots, Coimbra, Portugal, 8 – 10 September 2008. p. 146-153. DOI : 10.1142/9789812835772_0018.

A climbing robot for inspection of 3D human made structures

M. Tavakoli; A. Marjovi; L. Marques; A. de Almeida 

2008. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Nice, France, 22-26 Sept. 2008. p. 4130-4135. DOI : 10.1109/IROS.2008.4651024.

2005

Design of a controller for a 4 DOF parallel pole climbing robot

A. Marjovi; S. Bagheri 

2005. 10th International CSI Computer Conference, Tehran, Iran, 2005.

Direct Imitation, a novel approach for controlling humanoid robots

A. Marjovi; S. Bagheri 

2005. 10th International CSI Computer Conference, Tehran, Iran, 2005.

BDel, an emotional Fuzzy Based Card player

A. Marjovi; S. Bagheri 

2005. International Conference on Modeling, Simulation and Applied Optimization, Sharjah, U.A.E, 2005.