Arto Visala

Professor, Autonomous systems; Robotics and Automation technology at Aalto University School of Business

Schools

  • Aalto University School of Business

Links

Biography

Aalto University School of Business

Autonomous systems and robotics, estimation and sensor fusion, machine perception nonlinear modelling and control. Applications in forestry and crop farming

Peer-reviewed scientific articles

Journal article-refereed, Original research

Coordinated motion of a hydraulic forestry crane and a vehicle using nonlinear model predictive control

Kalmari, Jouko; Backman, Juha; Visala, Arto
2017 in COMPUTERS AND ELECTRONICS IN AGRICULTURE (ELSEVIER SCI LTD)
ISSN: 0168-1699

Small satellite attitude determination during plasma brake deorbiting experiment

Khurshid, Osama; Selkäinaho, Jorma; Soken, Halil Ersin; Kallio, Esa; Visala, Arto
2016 in ACTA ASTRONAUTICA (Elsevier Limited)
ISSN: 0094-5765

A DCM Based Attitude Estimation Algorithm for Low-Cost MEMS IMUs

Hyyti, Heikki; Visala, Arto
2015 in INTERNATIONAL JOURNAL OF NAVIGATION AND OBSERVATION (Hindawi Publishing Corporation)
ISSN: 1687-5990

A toolkit for nonlinear model predictive control using gradient projection and code generation

Kalmari, Jouko; Backman, Juha; Visala, Arto
2015 in CONTROL ENGINEERING PRACTICE (Elsevier Limited)
ISSN: 0967-0661

Nonlinear model predictive control of hydraulic forestry crane with automatic sway damping

Kalmari, Jouko; Backman, Juha; Visala, Arto
2014 in COMPUTERS AND ELECTRONICS IN AGRICULTURE (ELSEVIER SCI LTD)
ISSN: 0168-1699

Applicability of the ISO 11783 network in a distributed combined guidance system for agricultural machines

Backman, Juha; Oksanen, Timo; Visala, Arto
2013 in BIOSYSTEMS ENGINEERING (Academic Press Inc.)
ISSN: 1537-5110

Navigation system for agricultural machines: Nonlinear Model Predictive path tracking

Backman, Juha; Oksanen, Timo; Visala, Arto
2012 in COMPUTERS AND ELECTRONICS IN AGRICULTURE (ELSEVIER SCI LTD)
ISSN: 0168-1699

Platform for simulation of automated crop production

Hakojärvi, M.; Hautala, M.; Ahokas, J.; Oksanen, T.; Maksimow, T.; Aspiala, A.; Visala, A.
2010 in AGRONOMY RESEARCH (Estonian Agricultural University)
ISSN: 1406-894X

Coverage Path Planning Algorithms for Agricultural Field Machines

Oksanen, Timo; Visala, Arto
2009 in JOURNAL OF FIELD ROBOTICS (John Wiley and Sons Inc.)
ISSN: 1556-4959

Modeling of Chromatographic Separation Process with Wiener-MLP representation

Visala, Arto; Pitkänen, Hannu; Halme, Aarne
2001 in JOURNAL OF PROCESS CONTROL (Elsevier Limited)

Functional state modelling approach for bioprocesses: Part I: Local models for aerobic yeast growth process

Zhang, Y.-C.; Visala, A.; Halme, A.; Linko, P.
1994 in JOURNAL OF PROCESS CONTROL (Elsevier Limited)

Functional state modelling and fuzzy control of fed-batch baker's yeast production

Zhang, X.-C.; Visala, A.; Halme, A.; Linko, P.
1994 in JOURNAL OF BIOTECHNOLOGY (Elsevier Science B.V.)

Review article, Literature review, Systematic review

Current state of digital signal processing in myoelectric interfaces and related applications

Hakonen, Maria; Piitulainen, Harri; Visala, Arto
2015 in BIOMEDICAL SIGNAL PROCESSING AND CONTROL (Elsevier BV)
ISSN: 1746-8094

Book section, Chapters in research books

New Measurement Concept for Forest Harvester Head

Miettinen, Mikko; Kulovesi, Jakke; Kalmari, Jouko; Visala, Arto
2010

Robotics in Agriculture and Forestry

Billingsley, J.; Visala, A.; Dunn, M.
2008

Tree Measurement and Simultaneous Localization and Mapping System for Forest Harvesters

Öhman, Matti; Miettinen, Mikko; Kannas, Kosti; Jutila, Jaakko; Visala, Arto; Forsman, Pekka
2008

Design and implementation of machine control systems

Öhman, Matti; Visala, Arto
2006

Process modelling using the functional state approach

Halme, A.; Visala, A.; Zhang, X.
1997

Wiener-type SOM- and MLP-classifiers for recognition of the dynamic modes.

Visala, A.; Pitkänen, H.; Halme, A.
1997

Conference proceedings

Pseudo-linear approach to nanosatellite attitude estimation and magnetometer calibration

Khurshid, Osama; Selkainaho, Jorma; Kallio, Esa; Visala, Arto; Soken, Halil Ersin
2017
ISBN: 9781538616031

Augmented Reality in Forest Machine Cabin

Palonen, Tuomo; Hyyti, Heikki; Visala, Arto
2017 in IFAC-PapersOnLine (Elsevier)
ISSN: 2405-8963

Electromechanical steering of an articulated vehicle

Matikainen, Ville; Lehmuspelto, Teemu; Visala, Arto
2016 in IFAC-PapersOnLine (Elsevier)
ISSN: 2405-8963

Learned ultra-wideband RADAR sensor model for augmented LIDAR-based traversability mapping in vegetated environments

Ahtiainen, Juhana; Peynot, Thierry; Saarinen, Jari; Scheding, Steven; Visala, Arto
2015
ISBN: 9780982443866

Detection and species classification of young trees using machine perception for a semi-autonomous forest machine

Vihlman, Mikko; Hyyti, Heikki; Kalmari, Jouko; Visala, Arto
2015
ISBN: 978-1-4799-6922-7
ISSN: 2152-4092

Cartesian Control of an Advanced Tractors Rear Hitch Damped Least-Squares Solution

Matikainen, Ville; Backman, Juha; Visala, Arto
2014 in IFAC PAPERSONLINE (Institute of Electrical and Electronics Engineers Inc.)
ISSN: 2405-8963

Semi-Automatic Coupling of an Agricultural Tractor and a Trailer

Matikainen, Ville; Backman, Juha; Visala, Arto
2014 in IFAC PAPERSONLINE (Institute of Electrical and Electronics Engineers Inc.)
ISSN: 2405-8963

Ant colony optimization for scheduling of agricultural contracting work

Alaiso, Sami; Backman, Juha; Visala, Arto
2013

Collision avoidance method with nonlinear model predictive trajectory control

Backman, Juha; Oksanen, Timo; Visala, Arto
2013

Front wheel skidding compensation system in snow ploughing

Backman, Juha; Oksanen, Timo; Visala, Arto
2013

Real-time Detection of Young Spruce Using Color and Texture Features on an Autonomous Forest Machine

Hyyti, Heikki; Kalmari, Jouko; Visala, Arto
2013

Feature Based Modeling and Mapping of Tree Trunks and Natural Terrain Using 3D Laser Scanner Measurement System

Hyyti, Heikki; Visala, Arto
2013

ISO 11783 compliant forest crane as a platform for automatic control

Kalmari, Jouko; Pihlajamäki, Tuomas; Hyyti, Heikki; Luomaranta, Markku; Visala, Arto
2013

Sway Estimation Using Inertial Measurement Units for Cranes with a Rotating Tool

Kalmari, Jouko; Hyyti, Heikki; Visala, Arto
2013

Stereo vision based tree planting spot detection

Kemppainen, Teemu; Visala, Arto
2013
ISBN: 978-1-4673-5642-8

Cartesian control of an advanced tractors rear hitch - geometric solution

Matikainen, Ville; Backman, Juha; Visala, Arto
2013

Path Generation Method with Steering Rate Constraint

Backman, Juha; Oksanen, Timo; Visala, Arto
2012

Attitude dynamics analysis of Aalto-1 satellite during de-orbiting experiment with plasma brake

Khurshid, Osama; Janhunen, Pekka; Buhl, M.; Visala, Arto; Praks, Jaan; Hallikainen, Martti
2012

Optimization of Forage Harvesting By Automatic Speed Control and Additive Application

Kunnas, Antti; Backman, Juha; Visala, Arto
2012

Semi-automatic tuning of NMPC based trajectory control system in agricultural machine

Backman, Juha; Oksanen, Timo; Visala, Arto
2011

Measuring log length using computer stereo vision in harvester head

Kalmari, Jouko; Kulovesi, Jakke; Visala, Arto
2011

Metsäkoneiden puuta koskemattomat aistin- ja mittausjärjestelmät

Miettinen, Mikko; Öhman, Matti; Visala, Arto; Kulovesi, Jakke; Kalmari, Jouko; Hyyti, Heikki; Jokelainen, Visa; Marjanen, Kalle; Österberg, Petri; Ihalainen, Heimo; Ritala, Risto; Ala-Ilomäki, Jari; Heikkilä, Jani; Asikainen, Antti; Viitanen, Jouko
2011

Development and runtime environment for embedded controller supporting ISO 11783 standard

Oksanen, Timo; Kunnas, Antti; Visala, Arto
2011

Traktorin ja työkoneen integroitu automaatio

Oksanen, Timo; Öhman, Matti; Visala, Arto; Kalmari, Jouko; Backman, Juha; Pesonen, Liisa; Suomi, Pasi; Linkolehto, Raimo; Ahokas, Jukka
2011

Nonlinear model predictive trajectory control in tractor-trailer system for parallel guidance in agricultural field operations.

Backman, Juha; Oksanen, Timo; Visala, Arto
2010

Simulation Environment for Testing Guidance Algorithms with Realistic GPS Noise Model

Backman, Juha; Kaivosoja, Jere; Oksanen, Timo; Visala, Arto
2010

Parallel guidance system for tractor-trailer system with active joint

Backman, Juha; Oksanen, Timo; Visala, Arto
2009
ISBN: 978-90-8686-113-2

Traktorin ja hinattavan työkoneen yhteinen navigointijärjestelmä

Backman, Juha; Oksanen, Timo; Visala, Arto
2009

Heuristic Correlation Based Laser Odometry Method for Unconstructed Environment

Hyyti, Heikki; Öhman, Matti; Miettinen, Mikko; Visala, Arto
2009

New Measurement Concept for Forest Harvester Head

Miettinen, Mikko; Kulovesi, Jakke; Kalmari, Jouko; Visala, Arto
2009

Online Tree Stem Characterization with 3D Scanning Laser Range Finders in Forest Harvesters

Miettinen, Mikko; Öhman, Matti; Visala, Arto
2009

Machine Vision Based Parallel Navigation for Tractor-Harrow

Kannas, Kosti; Oksanen, Timo; Visala, Arto
2008

Electric Servo Drive for Feeding Device in Conventional Seed-Drill

Oksanen, T.; Öhman, M.; Kalmari, J.; Suomi, P.; Linkolehto, R.; Visala, A.
2008

Coverage Path Planning for Field Operations with Service Scheduling

Oksanen, Timo; Visala, Arto
2008

XML Based Graphical User Interface Editor and Runtime Parser for ISO 11783 Machine Automation System

Öhman, Matti; Kalmari, Jouko; Visala, Arto
2008

Tree measurement in forest by 2D laser scanning

Jutila, Jaakko; Kannas, Kosti; Visala, Arto
2007

Simultaneous localization and mapping for forest harvesters

Miettinen, Mikko; Öhman, Matti; Visala, Arto; Forsman, Pekka
2007

Tree measurement and simultaneous localization and mapping system for forest harvesters

Öhman, Matti; Miettinen, Mikko; Kannas, Kosti; Jutila, Jaakko; Visala, Arto; Forsman, Pekka
2007

Fault diagnostics in agricultural machines

Miettinen, Mikko; Oksanen, Timo; Öhman, Matti; Suomi, P.; Visala, Arto
2006

Implementation of ISO 11783 compatible task controller

Miettinen, Mikko; Oksanen, Timo; Öhman, Matti; Visala, Arto
2006

Recursive online path planning for agricultural machines

Oksanen, Timo; Visala, Arto
2006

Split and merge based path planning for agricultural machines

Oksanen, Timo; Visala, Arto
2006

Intelligent functions for crop production automation

Suomi, P.; Oksanen, Timo; Pesonen, L.; Kaivosoja, J.; Haapala, H.; Visala, Arto
2006

ISO 11783 standard and its implementation

Oksanen, Timo; Öhman, Matti; Miettinen, Mikko; Visala, Arto
2005

ISOBUS compatible implements in the project AGRIX

Oksanen, Timo; Suomi, Pekka; Visala, Arto
2005

Low-cost positioning system for agricultural vehicles

Oksanen, Timo; Linja, Markus; Visala, Arto
2005

Path planning algorithm for field traffic

Oksanen, Timo; Kosonen, Sampsa; Visala, Arto
2005

Mapping the Surface of an Unevenly Moving Steel Billet

Terho, Sami; Paanajärvi, Janne; Visala, Arto
2005

Agrix - kasvinviljelykoneiden automaatiojärjestelmä

Visala, Arto; Oksanen, Timo; Öhman, Matti; Miettinen, Mikko; Linja, Markus; Haapala, H.; Suomi, P.; Pesonen, L.; Kaivosoja, J.; Ahokas, J.; Hakojärvi, M.; Luoma, T.; Pentti, S.
2005

Design and implementation of Machine Control Systems with modern Software development Tools

Öhman, Matti; Visala, Arto
2005

Remote Maintenance of Agricultural Machines

Öhman, Matti; Oksanen, Timo; Miettinen, Mikko; Visala, Arto
2005
ISBN: 0-08-044171-8
ISSN: 1474-6670

Open configurable control system for precision farming

Oksanen, Timo; Öhman, Matti; Miettinen, Mikko; Visala, Arto
2004

Optimal control of tractor-trailer system in headlands

Oksanen, Timo; Visala, Arto
2004

Remote maintenance of agricultural machines

Öhman, Matti; Oksanen, Timo; Miettinen, Mikko; Visala, Arto
2004

Kenttäväyläratkaisujen tulevaisuuden näkymät ja haasteet

Visala, Arto
2003

Kehittyvät kenttäväylät ja sulautetut järjestelmät

Visala, Arto
2003

Innovation form State-space Neural Network Model for Bioprocesses - Practical Considerations

Paanajärvi, Janne; Visala, Arto
2001

Intelligence through interactions - towards biologically inspired societal robots

Vainio, M.; Appelqvist, P.; Visala, A.; Halme, A.
2000

Wiener-tyyppisten NN-mallien käyttö prosessien valvonnassa

Visala, A.; Paanajärvi, J.; Pitkänen, H.; Halme, A.
1999

Wiener -NN model and its use in modelling of biotechnical processes

Visala, A.
1999

Wiener-NN models and robust identification

Visala, A.; Pitkänen, H.; Paanajärvi, J.
1999

Identification of Wiener-MLP with feedback NOE-model with extended Kalman filter

Visala, A.
1998

Dynamic Wiener-MLP with feedback NOE-model for Tricoderma fermentation

Visala, A.; Halme, A.
1998

Wiener-tyyppisten NN-mallien ominaisuudet ja käyttö

Visala, A.
1998

Underwater robot society doing internal inspection and leak monitoring of water systems

Halme, A.; Vainio, M.; Appelqvist, P.; Jakubik, P.; Schönberg, T.; Visala, A.
1997

Wiener-type dynamical NN-models

Visala, A.; Jumppanen, J.
1997

Recognition of functional states on the basis of Laguerre presentation

Visala, A.; Halme, A.
1996

Quality assurance in bioprocesses by model based fault diagnosis and state estimation

Visala, A.; Halme, A.
1996

Fault Detection by using Process Functional States and Temporal Logic Nets

Halme, Aarne; Visala, Arto; Selkäinaho, Jorma; Manninen, J.
1994

Non-refereed scientific articles

Unrefereed conference proceedings

Decision making and operational planning in automatic crop farming

Oksanen, Timo; Aspiala, Antti; Visala, Arto
2010

Publications intended for professional communities

Article in professional conference proceedings

Cyber Security of Process Automation

Harmo, Panu; Boyadzhiev, Dimitar; Visala, Arto
2015
ISBN: 978-952-5183-46-7
ISSN: 1455-6502

Attitude determination of a small satellite during plasma brake deorbiting experiment using an adaptive unscented Kalman filter during high angular velocity spin motion

Khurshid, Osama; Selkäinaho, Jorma; Kallio, Esa; Visala, Arto
2015

Työkoneen ohjauksella ja paremmilla säätömenetelmillä tarkkuutta traktorin automaattiohjaukseen

Backman, Juha; Oksanen, Timo; Visala, Arto
2014
ISBN: 978-951-9041-59-9
ISSN: 0358-5220

Avustava ja mukautuva maataloustyökone - AGROMASSI

Backman, Juha; Oksanen, Timo; Visala, Arto; Kunnas, Antti; Matikainen, Ville; Alaiso, Sami; Suokannas, Antti; Ronkainen, Ari; Kaivosoja, Jere; Linkolehto, Raimo; Pesonen, Liisa; Väätäinen, Heikki; Leminen, Mikko; Ahokas, Jukka
2014
ISBN: 978-951-9041-59-9
ISSN: 0358-5220

Automaatio kuljettajan apuna traktorin peräkärryn kiinnityksessä

Matikainen, Ville; Visala, Arto; Backman, Juha
2014
ISBN: 978-951-9041-59-9
ISSN: 0358-5220

Published development or research report

Osaamispohjainen kasvu 3D-digitalisaation, robotiikan, paikkatiedon ja kuvankäsittelyn sekä -laskennan yhdistetyssä teknologiamurroksessa (COMBAT-konsortio). Tilannekuvaraportti 2015

Kaartinen, Harri; Hyyppä, Juha; Hyyppä, Hannu; Ojala, Timo; Visala, Arto; Alho, Petteri; Ståhle, Pirjo; Kukko, Antero; Jaakkola, Anttoni; Virtanen, Juho-Pekka; Vaaja, Matti; Kurkela, Matti; Kasvi, Elina; Ahlavuo, Marika; Honkanen, Heli
2015

Camera based road tracking

Simak, Vojtech; Visala, Arto
2007

Metsäteknologian visio ja tiekartta vuoteen 2020

Asikainen, Antti; Ala-Fossi, Antti; Visala, Arto; Pulkkinen, Pekka
2005

Agrix - Kasvinviljelykoneiden automaatiojärjestelmä

Linja, Markus; Miettinen, Mikko; Oksanen, Timo; Öhman, Matti; Visala, Arto
2003

Describing the dynamics of a chromatographic separation process with Wiener-type NN-model.

Visala, A.; Pitkänen, H.; Halme, A.
1997

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