Autonomous Systems resources: Difference between revisions
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== Bibliography for projects == | == Bibliography for projects == | ||
=== on Gaussian PDFs === | |||
* [[Media:GaussianPDFs.pdf|Gaussian Probability Density Functions: Properties and Error Characterization - Maria Isabel Ribeiro (2004)]] | |||
=== on Kalman Filter === | === on Kalman Filter === | ||
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* [[Media:JSantostese_final.pdf|Multi-Robot Cooperative Object Localization Decentralized Bayesian Approach - J. Santos (2009)]] | * [[Media:JSantostese_final.pdf|Multi-Robot Cooperative Object Localization Decentralized Bayesian Approach - J. Santos (2009)]] | ||
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=== on multiagent pollutant monitoring === | === on multiagent pollutant monitoring === | ||
* [[Media:Seco98a.pdf|A Society of Agents in Environmental Monitoring - Seco, Pinto-Ferreira, Correia (1998)]] | * [[Media:Seco98a.pdf|A Society of Agents in Environmental Monitoring - Seco, Pinto-Ferreira, Correia (1998)]] | ||
* [[Media:Seco98b.pdf|Multiagents and Pollutant Monitoring - Seco, Pinto-Ferreira, Correia (1998)]] | * [[Media:Seco98b.pdf|Multiagents and Pollutant Monitoring - Seco, Pinto-Ferreira, Correia (1998)]] | ||
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== Software and Miscellaneous == | == Software and Miscellaneous == | ||
Revision as of 09:40, 1 October 2014
Robots
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Magabot |
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Pioneer 3DX |
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Pioneer 3AT |
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UAVision Quadrotor |
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NomadicScout (customized) |
Bibliography for projects
on Gaussian PDFs
on Kalman Filter
- Kalman and Extended Kalman Filters: Concept, Derivation and Properties - Maria Isabel Ribeiro (2004)
on particle filters
on mapping
- Sonar-Based Real-World Mapping and Navigation - Alberto Elfes (1987)
- Using Occupancy Grids for Mobile Robot Perception and Navigation - Alberto Elfes (1989)
- Learning Occupancy Grid Maps with Forward Sensor Models - Thrun (2003)
on Monte Carlo localization (MCL)
- Particle Filters for Mobile Robot Localization - Fox, Thrun, Burgard, Dellaert (2001)
- Particle Filter Tutorial for Mobile Robots - Ioannis Rekleiris (2002)
on robust Monte Carlo localization
on simultaneous localization and mapping (SLAM)
- Simultaneous Localization and Mapping: Part I - Durrant-Whyte, Bailey (2006)
- Simultaneous Localisation and Mapping (SLAM): Part II State of the Art - Bailey, Durrant-Whyte (2006)
- FastSLAM: A Factored Solution to the Simultaneous Localization and Mapping Problem - Montemerlo, Thrun, Koller, Wegbreit (2002)
- Simultaneous Localization and Mapping with Unknown Data Association Using FastSLAM - Montemerlo, Thrun (2003)
on cooperative teammate localization
- Optimal Guidance and Decentralised State Estimation Applied to a Formation Flying Demonstration Mission in GTO - D. Dumitriu et al (2007)]
- Robot-to-Robot Relative Pose Estimation from Range Measurements - Zhou and Roumeliotis (2008)
- A Probabilistic Approach to Collaborative Multi-Robot Localization - Fox et al (2000)
Software and Miscellaneous
for MS Kinect for XBOX RGBD cam
- Freenect drivers: http://wiki.ros.org/freenect_stack
for Pioneer P3-DX and P3-AT robots
- Operations manual: P3OpMan3.pdf
- MATLAB interface code: check Robotics lab resources#Interface with MATLAB 2
- Python interface code: Pioneer.rar
- Hokuyo Laser URG-04LX-UG01 Matlab code and documentation (thanks to students Miguel Vaz and Henrique Silva): Hokuyo_Laser_InterfacePioneer_Matlab.zip
maps
- Scanned copy of a map of the 5th floor at the North Tower: piso5.pdf (revised: better resolution)
demo software
- Bayes filtering demo in 1D -- demo_bayes-1.3.py -- UPDATE: now includes Particle filtering!
ROS
- ROS: Robot Operating System http://www.ros.org
- ROS Hydro Medusa + Ubuntu 12.04 (Precise Pangolin) http://users.isr.ist.utl.pt/~jmessias/ubuntu_ros.zip