Carsten Fritsche

According to our database1, Carsten Fritsche authored at least 53 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Regularization-Based Efficient Continual Learning in Deep State-Space Models.
Proceedings of the 27th International Conference on Information Fusion, 2024

2020
Localization in 3GPP LTE Based on One RTT and One TDOA Observation.
IEEE Trans. Veh. Technol., 2020

Bayesian Cooperative Localization Using Received Signal Strength With Unknown Path Loss Exponent: Message Passing Approaches.
IEEE Trans. Signal Process., 2020

2019
Cramér-Rao Bounds for Filtering Based on Gaussian Process State-Space Models.
IEEE Trans. Signal Process., 2019

Some Results on Tighter Bayesian Lower Bounds on the Mean-Square Error.
CoRR, 2019

A Tighter Bayesian CramÉR-rao Bound.
Proceedings of the IEEE International Conference on Acoustics, 2019

Some Inequalities Between Pairs of Marginal and Joint Bayesian Lower Bounds.
Proceedings of the 22th International Conference on Information Fusion, 2019

2018
Sequential Monte Carlo Methods and Theoretical Bounds for Proximity Report Based Indoor Positioning.
IEEE Trans. Veh. Technol., 2018

Marginal Bayesian Bhattacharyya Bounds for Discrete-Time Filtering.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Bobrovsky-Zakai Bound for Filtering, Prediction and Smoothing of Nonlinear Dynamic Systems.
Proceedings of the 21st International Conference on Information Fusion, 2018

A General Class of Bayesian Lower Bounds Tighter than the Weiss-Weinstein Family.
Proceedings of the 21st International Conference on Information Fusion, 2018

2017
The Ensemble Kalman filter: a signal processing perspective.
EURASIP J. Adv. Signal Process., 2017

Performance of OTDOA positioning in narrowband IoT systems.
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

IMU dataset for motion and device mode classification.
Proceedings of the 2017 International Conference on Indoor Positioning and Indoor Navigation, 2017

Map-aided multi-level indoor vehicle positioning.
Proceedings of the 2017 International Conference on Indoor Positioning and Indoor Navigation, 2017

Parametric lower bound for nonlinear filtering based on Gaussian process regression model.
Proceedings of the 20th International Conference on Information Fusion, 2017

A novel measurement processing approach to the parallel expectation propagation unscented Kalman filter.
Proceedings of the 20th International Conference on Information Fusion, 2017

Gradient-based recursive maximum likelihood identification of Jump Markov Non-Linear Systems.
Proceedings of the 20th International Conference on Information Fusion, 2017

Bayesian bhattacharyya bound for discrete-time filtering revisited.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

Rapid system identification for jump Markov non-linear systems.
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017

2016
The Marginal Bayesian Cramér-Rao Bound for Jump Markov Systems.
IEEE Signal Process. Lett., 2016

Cooperative navigation and coverage identification with random gossip and sensor fusion.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016

Cooperative localization based on severely quantized RSS measurements in wireless sensor network.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

On parametric lower bounds for discrete-time filtering.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Fusion of TOF and TDOA for 3GPP positioning.
Proceedings of the 19th International Conference on Information Fusion, 2016

Improved Pedestrian Dead Reckoning positioning with gait parameter learning.
Proceedings of the 19th International Conference on Information Fusion, 2016

Recent results on Bayesian Cramér-Rao bounds for jump Markov systems.
Proceedings of the 19th International Conference on Information Fusion, 2016

2015
Cooperative Localization in WSNs Using Gaussian Mixture Modeling: Distributed ECM Algorithms.
IEEE Trans. Signal Process., 2015

Recursive Maximum Likelihood Identification of Jump Markov Nonlinear Systems.
IEEE Trans. Signal Process., 2015

On the Cramér-Rao lower bound under model mismatch.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Marginal Weiss-Weinstein bounds for discrete-time filtering.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Joint antenna and propagation model parameter estimation using RSS measurements.
Proceedings of the 18th International Conference on Information Fusion, 2015

Cooperative Terrain Based Navigation and coverage identification using consensus.
Proceedings of the 18th International Conference on Information Fusion, 2015

The ensemble Kalman filter and its relations to other nonlinear filters.
Proceedings of the 23rd European Signal Processing Conference, 2015

Efficient cooperative localization algorithm in LOS/NLOS environments.
Proceedings of the 23rd European Signal Processing Conference, 2015

Dithering in quantized RSS based localization.
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

2014
EM- and JMAP-ML Based Joint Estimation Algorithms for Robust Wireless Geolocation in Mixed LOS/NLOS Environments.
IEEE Trans. Signal Process., 2014

The Marginal Enumeration Bayesian Cramér-Rao Bound for Jump Markov Systems.
IEEE Signal Process. Lett., 2014

A fresh look at Bayesian Cramér-Rao bounds for discrete-time nonlinear filtering.
Proceedings of the 17th International Conference on Information Fusion, 2014

2013
Bayesian Cramer-Rao Bound for Mobile Terminal Tracking in Mixed LOS/NLOS Environments.
IEEE Wirel. Commun. Lett., 2013

TOA-Based Robust Wireless Geolocation and Cramér-Rao Lower Bound Analysis in Harsh LOS/NLOS Environments.
IEEE Trans. Signal Process., 2013

Bounds on the Optimal Performance for Jump Markov Linear Gaussian Systems.
IEEE Trans. Signal Process., 2013

Robust cooperative sensor network localization via the EM criterion in LOS/NLOS environments.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

Received signal strength-based joint parameter estimation algorithm for robust geolocation in LOS/NLOS environments.
Proceedings of the IEEE International Conference on Acoustics, 2013

Bayesian Cramér-Rao Bound for nonlinear filtering with dependent noise processes.
Proceedings of the 16th International Conference on Information Fusion, 2013

RSS-based sensor network localization in contaminated Gaussian measurement noise.
Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

2012
Online EM algorithm for joint state and mixture measurement noise estimation.
Proceedings of the 15th International Conference on Information Fusion, 2012

Online EM algorithm for jump Markov systems.
Proceedings of the 15th International Conference on Information Fusion, 2012

2011
Statistical Data Fusion for Hybrid Localization of Mobile Terminals
PhD thesis, 2011

2009
Hybrid GPS/GSM localization of mobile terminals using the extended Kalman filter.
Proceedings of the 6th Workshop on Positioning, Navigation and Communication, 2009

Robust mobile terminal tracking in NLOS environments using interacting multiple model algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2009

On the performance of mobile terminal tracking in urban GSM networks using particle filters.
Proceedings of the 17th European Signal Processing Conference, 2009

2008
Cramér-Rao Lower Bounds for hybrid localization of mobile terminals.
Proceedings of the 5th Workshop on Positioning, Navigation and Communication, 2008


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