Why random finite sets?
We begin the justification for the use of RFSs by re-evaluating the basic issues of feature representation, and considering the fundamental mathematical relationship between environmental feature representations, and robot motion. We further the justification for the use of RFSs in FBRM and SLAM by...
| Main Authors: | Mullane, J., Vo, Ba-Ngu, Adams, M., Vo, B. |
|---|---|
| Format: | Book Chapter |
| Published: |
2011
|
| Online Access: | http://hdl.handle.net/20.500.11937/59986 |
Similar Items
Estimation with random finite sets
by: Mullane, J., et al.
Published: (2011)
by: Mullane, J., et al.
Published: (2011)
A Random-Finite-Set Approach to Bayesian SLAM
by: Mullane, J., et al.
Published: (2011)
by: Mullane, J., et al.
Published: (2011)
Mobile Robotics in a Random Finite Set Framework
by: Mullane, J., et al.
Published: (2014)
by: Mullane, J., et al.
Published: (2014)
Random Finite Sets for Robot Mapping and SLAM: New Concepts in Autonomous Robotic Map Representations
by: Mullane, J., et al.
Published: (2011)
by: Mullane, J., et al.
Published: (2011)
Tracking, Identification and Classification of Random Finite Sets
by: Vo, Ba Tuong, et al.
Published: (2013)
by: Vo, Ba Tuong, et al.
Published: (2013)
Bayesian Filtering With Random Finite Set Observations
by: Vo, Ba Tuong, et al.
Published: (2008)
by: Vo, Ba Tuong, et al.
Published: (2008)
Labeled Random Finite Sets and Multi-Object Conjugate Priors
by: Vo, Ba Tuong, et al.
Published: (2013)
by: Vo, Ba Tuong, et al.
Published: (2013)
A labeled random finite set spawning model
by: Bryant, D., et al.
Published: (2017)
by: Bryant, D., et al.
Published: (2017)
A random finite set conjugate prior and application to multi-target tracking
by: Vo, Ba Tuong, et al.
Published: (2011)
by: Vo, Ba Tuong, et al.
Published: (2011)
A random finite set model for data clustering
by: Phung, D., et al.
Published: (2014)
by: Phung, D., et al.
Published: (2014)
Labeled Random Finite Sets and the Bayes Multi-Target Tracking Filter
by: Vo, Ba-Ngu, et al.
Published: (2014)
by: Vo, Ba-Ngu, et al.
Published: (2014)
A Multi-Scan Labeled Random Finite Set Model for Multi-Object State Estimation
by: Vo, Ba-Ngu, et al.
Published: (2019)
by: Vo, Ba-Ngu, et al.
Published: (2019)
Multi-target tracking with merged measurements using labelled random finite sets
by: Beard, Michael, et al.
Published: (2014)
by: Beard, Michael, et al.
Published: (2014)
Bayesian multi-target tracking with merged measurements using labelled random finite sets
by: Beard, M., et al.
Published: (2015)
by: Beard, M., et al.
Published: (2015)
Multi-Object Tracking Using Labeled Multi-Bernoulli Random Finite Sets
by: Reuter, S., et al.
Published: (2014)
by: Reuter, S., et al.
Published: (2014)
Sensor Control for Multi-Object State-Space Estimation Using Random Finite Sets
by: Ristic, B., et al.
Published: (2010)
by: Ristic, B., et al.
Published: (2010)
Multi-target Track-Before-Detect using labeled random finite set
by: Papi, F., et al.
Published: (2013)
by: Papi, F., et al.
Published: (2013)
Multiple Extended Target Tracking With Labeled Random Finite Sets
by: Beard, M., et al.
Published: (2016)
by: Beard, M., et al.
Published: (2016)
Error Bounds for Joint Detection and Estimation of a Single Object With Random Finite Set Observation
by: Rezaeian, M., et al.
Published: (2010)
by: Rezaeian, M., et al.
Published: (2010)
A labeled random finite set online multi-object tracker for video data
by: Kim, Du Yong, et al.
Published: (2019)
by: Kim, Du Yong, et al.
Published: (2019)
Tracking Cells and Their Lineages Via Labeled Random Finite Sets
by: Nguyen, Tran Thien Dat, et al.
Published: (2021)
by: Nguyen, Tran Thien Dat, et al.
Published: (2021)
Random finite set multi-target trackers: Stochastic geometry for space situational awareness
by: Vo, Ba Tuong, et al.
Published: (2015)
by: Vo, Ba Tuong, et al.
Published: (2015)
Average Kullback-Leibler divergence for random finite sets
by: Battistelli, G., et al.
Published: (2015)
by: Battistelli, G., et al.
Published: (2015)
Multiple object tracking in unknown backgrounds with labeled random finite sets
by: Punchihewa, Y., et al.
Published: (2018)
by: Punchihewa, Y., et al.
Published: (2018)
Blind Separation for Multiple Moving Sources with Labeled Random Finite Sets
by: Ong, Jonah, et al.
Published: (2021)
by: Ong, Jonah, et al.
Published: (2021)
An RFS ‘Brute force’ formulation for Bayesian SLAM
by: Mullane, J., et al.
Published: (2011)
by: Mullane, J., et al.
Published: (2011)
An RFS theoretic for Bayesian feature-based robotic mapping
by: Mullane, J., et al.
Published: (2011)
by: Mullane, J., et al.
Published: (2011)
Extensions with RFSs in SLAM
by: Mullane, J., et al.
Published: (2011)
by: Mullane, J., et al.
Published: (2011)
Rao-Blackwellised RFS Bayesian SLAM
by: Mullane, J., et al.
Published: (2011)
by: Mullane, J., et al.
Published: (2011)
Laser and Radar Based Robotic Perception
by: Adams, M., et al.
Published: (2011)
by: Adams, M., et al.
Published: (2011)
Circumventing the Feature Association Problem in SLAM
by: Adams, M., et al.
Published: (2013)
by: Adams, M., et al.
Published: (2013)
Robotic Navigation and Mapping with Radar
by: Adams, M., et al.
Published: (2012)
by: Adams, M., et al.
Published: (2012)
SLAM Gets a PHD: New Concepts in Map Estimation
by: Adams, M., et al.
Published: (2014)
by: Adams, M., et al.
Published: (2014)
Multi-Scan Generalized Labeled Multi-Bernoulli Filter
by: Vo, Ba Tuong, et al.
Published: (2018)
by: Vo, Ba Tuong, et al.
Published: (2018)
An implementation of the multi-sensor generalized labeled multi-Bernoulli filter via Gibbs sampling
by: Vo, Ba-Ngu, et al.
Published: (2017)
by: Vo, Ba-Ngu, et al.
Published: (2017)
A stochastic geometric approach to sensor array processing
by: Vo, Ba-Ngu, et al.
Published: (2014)
by: Vo, Ba-Ngu, et al.
Published: (2014)
The para-normal Bayes multi-target filter and the spooky effect
by: Vo, Ba Tuong, et al.
Published: (2012)
by: Vo, Ba Tuong, et al.
Published: (2012)
An overview of particle methods for random finite set models
by: Ristic, B., et al.
Published: (2016)
by: Ristic, B., et al.
Published: (2016)
Generalized labeled multi-Bernoulli space-object tracking with joint prediction and update
by: Jones, B., et al.
Published: (2016)
by: Jones, B., et al.
Published: (2016)
Advances in probabilistic modeling: Applications of stochastic geometry
by: Adams, M., et al.
Published: (2014)
by: Adams, M., et al.
Published: (2014)
Similar Items
-
Estimation with random finite sets
by: Mullane, J., et al.
Published: (2011) -
A Random-Finite-Set Approach to Bayesian SLAM
by: Mullane, J., et al.
Published: (2011) -
Mobile Robotics in a Random Finite Set Framework
by: Mullane, J., et al.
Published: (2014) -
Random Finite Sets for Robot Mapping and SLAM: New Concepts in Autonomous Robotic Map Representations
by: Mullane, J., et al.
Published: (2011) -
Tracking, Identification and Classification of Random Finite Sets
by: Vo, Ba Tuong, et al.
Published: (2013)