Autonomous Systems resources
Bibliography for projects
on Kalman Filter
- Kalman and Extended Kalman Filters: Concept, Derivation and Properties - Maria Isabel Ribeiro (2004)
on Particle Filters
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 Simultaneous Localization And Mapping
- 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 multiagent pollutant monitoring
- A Society of Agents in Environmental Monitoring - Seco, Pinto-Ferreira, Correia (1998)
- Multiagents and Pollutant Monitoring - Seco, Pinto-Ferreira, Correia (1998)
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)
on robust monte carlo localization
Software
for Pioneer P3-DX robots
- Operations manual: P3OpMan3.pdf
- MATLAB interface code: matlab_pioneer.zip (check Robotics lab resources for further details)
- Python interface code: Pioneer.rar
maps
- Scanned copy of a map of the 5th floor at the North Tower: piso5.pdf (revised: better resolution)