Fixed-lag smoothing for bayes optimal knowledge exploitation in target tracking
In this work, we are interested in the improvements attainable when multiscan processing of external knowledge is performed over a moving time window. We propose a novel algorithm that enforces the state constraints by using a Fixed-Lag Smoothing procedure within the prediction step of the Bayesian...
| Main Authors: | Papi, Francesco, Bocquel, M., Podt, M., Boers, Y. |
|---|---|
| Format: | Journal Article |
| Published: |
Institute of Electrical and Electronics Engineers Inc.
2014
|
| Online Access: | http://hdl.handle.net/20.500.11937/29075 |
Similar Items
Fixed-lag smoothing for Bayes optimal exploitation of external knowledge
by: Papi, Francesco, et al.
Published: (2012)
by: Papi, Francesco, et al.
Published: (2012)
Bayes optimal knowledge exploitation for target tracking with hard constraints
by: Papi, Francesco, et al.
Published: (2012)
by: Papi, Francesco, et al.
Published: (2012)
Exploiting imprecise constraints in particle filtering based target tracking
by: Podt, M., et al.
Published: (2014)
by: Podt, M., et al.
Published: (2014)
On constraints exploitation for particle filtering based target tracking
by: Papi, Francesco, et al.
Published: (2012)
by: Papi, Francesco, et al.
Published: (2012)
Multitarget tracking with multiscan knowledge exploitation using sequential MCMC sampling
by: Bocquel, M., et al.
Published: (2013)
by: Bocquel, M., et al.
Published: (2013)
Optimal UAV coordination for target tracking using dynamic programming
by: Quintero, S., et al.
Published: (2010)
by: Quintero, S., 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)
Assessment of vessel route information use in Bayesian non-linear filtering
by: Battistello, G., et al.
Published: (2012)
by: Battistello, G., et al.
Published: (2012)
Multiple target tracking in video data using labeled random finite set
by: Punchihewa, Y., et al.
Published: (2015)
by: Punchihewa, Y., et al.
Published: (2015)
Bernouli Forward-Backward Smoothing for Track-Before-Detect
by: Wong, S., et al.
Published: (2014)
by: Wong, S., et al.
Published: (2014)
IMM forward filtering and backward smoothing for maneuvering target tracking
by: Nadarajah, Nandakumaran, et al.
Published: (2012)
by: Nadarajah, Nandakumaran, et al.
Published: (2012)
Bernoulli Forward-Backward Smoothing for Joint Target Detection and Tracking
by: Vo, Ba Tuong, et al.
Published: (2011)
by: Vo, Ba Tuong, et al.
Published: (2011)
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)
Tracking a target moving in a known road network by square-root equality-constrained filtering
by: Chisci, L., et al.
Published: (2008)
by: Chisci, L., et al.
Published: (2008)
Optimal time lags in panel studies
by: Dormann, C., et al.
Published: (2015)
by: Dormann, C., et al.
Published: (2015)
Multitarget tracking using probability hypothesis density smoothing
by: Nadarajah, Nandakumaran, et al.
Published: (2011)
by: Nadarajah, Nandakumaran, et al.
Published: (2011)
A Particle Multi-Target Tracker for Superpositional Measurements Using Labeled Random Finite Sets
by: Papi, Francesco, et al.
Published: (2015)
by: Papi, Francesco, et al.
Published: (2015)
Radiolocation and tracking of automatic identification system signals
by: Papi, Francesco, et al.
Published: (2014)
by: Papi, Francesco, et al.
Published: (2014)
Time-Frequency Analysis of FSK Digital Modulation Signals using the Smooth Lag-Windowed Wigner-Ville Distribution.
by: Sha'ameri, Ahmad Zuri
Published: (2003)
by: Sha'ameri, Ahmad Zuri
Published: (2003)
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)
Bernoulli filter for track-before-detect using MIMO radar
by: Papi, Francesco, et al.
Published: (2014)
by: Papi, Francesco, et al.
Published: (2014)
Midrange exploration exploitation searching particle swarm optimization with HSV-template matching for crowded environment object tracking
by: Nurul Izzatie Husna, Muhamad Fauzi
Published: (2023)
by: Nurul Izzatie Husna, Muhamad Fauzi
Published: (2023)
Research University target on track
Published: (2008)
Published: (2008)
Validation of low-cost eye tracking setup for smooth pursuit application
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2014)
by: Che Azemin, Mohd Zulfaezal, et al.
Published: (2014)
Robust multisensor multitarget tracker with application to passive multistatic radar tracking
by: Battistelli, G., et al.
Published: (2012)
by: Battistelli, G., et al.
Published: (2012)
Radiolocation and tracking of automatic identification system signals for maritime situational awareness
by: Papi, Francesco, et al.
Published: (2015)
by: Papi, Francesco, et al.
Published: (2015)
Tracking targets with pairwise-Markov dynamics
by: Mahler, Ronald
Published: (2015)
by: Mahler, Ronald
Published: (2015)
Multiple Views Tracking of Maritime Targets
by: Albrecht, Thomas, et al.
Published: (2010)
by: Albrecht, Thomas, et al.
Published: (2010)
A study on smoothing for particle-filtered 3D human body tracking
by: Peursum, Patrick, et al.
Published: (2009)
by: Peursum, Patrick, et al.
Published: (2009)
A genetic optimization resampling based particle filtering
algorithm for indoor target tracking
by: Zhou, Ning, et al.
Published: (2021)
by: Zhou, Ning, et al.
Published: (2021)
A genetic optimization resampling based particle filtering algorithm for indoor target tracking
by: Zhou, Ning, et al.
Published: (2021)
by: Zhou, Ning, et al.
Published: (2021)
S-band FMCW Radar for target tracking and monitoring
by: Mohd. Isa, Farah Nadia, et al.
Published: (2018)
by: Mohd. Isa, Farah Nadia, et al.
Published: (2018)
Tracking correlated, simultaneously evolving target populations
by: Mahler, Ronald
Published: (2016)
by: Mahler, Ronald
Published: (2016)
Towards large scale multi-target tracking
by: Vo, Ba-Ngu, et al.
Published: (2014)
by: Vo, Ba-Ngu, et al.
Published: (2014)
An Active Contour For Underwater Target Tracking And Navigation.
by: Muhammad Asif, Muhammad Asif, et al.
Published: (2006)
by: Muhammad Asif, Muhammad Asif, et al.
Published: (2006)
Bootstrapping The Autoregressivedistributed Lag Test For Cointegration
by: Sam, Chung Yan
Published: (2016)
by: Sam, Chung Yan
Published: (2016)
The Autoregressive Distributed Lag Extensions And Applications
by: Sam, Chung Yan
Published: (2022)
by: Sam, Chung Yan
Published: (2022)
Two-layer particle filter for multiple target detection and tracking
by: Garcia Fernandez, Angel, et al.
Published: (2013)
by: Garcia Fernandez, Angel, et al.
Published: (2013)
Exploiting an Elitist Barnacles Mating Optimizer implementation for substitution box optimization
by: Kamal Zuhairi, Zamli, et al.
Published: (2023)
by: Kamal Zuhairi, Zamli, et al.
Published: (2023)
Analysis on smooth handoff in NEMO route optimization protocols
by: Ahmed, Haram, et al.
Published: (2014)
by: Ahmed, Haram, et al.
Published: (2014)
Similar Items
-
Fixed-lag smoothing for Bayes optimal exploitation of external knowledge
by: Papi, Francesco, et al.
Published: (2012) -
Bayes optimal knowledge exploitation for target tracking with hard constraints
by: Papi, Francesco, et al.
Published: (2012) -
Exploiting imprecise constraints in particle filtering based target tracking
by: Podt, M., et al.
Published: (2014) -
On constraints exploitation for particle filtering based target tracking
by: Papi, Francesco, et al.
Published: (2012) -
Multitarget tracking with multiscan knowledge exploitation using sequential MCMC sampling
by: Bocquel, M., et al.
Published: (2013)