Distributed Maximum Likelihood for Simultaneous Self-Localization and Tracking in Sensor Networks

Distributed Maximum Likelihood for Simultaneous Self-Localization and Tracking in Sensor Networks

We show that the sensor self-localization problem can be cast as a static parameter estimation problem for Hidden Markov Models and we implement fully decentralized versions of the Recursive Maximum Likelihood and on-line Expectation-Maximization algorithms to localize the sensor network simultaneou...

Bibliografski detalji
Glavni autori:	Kantas, N, Singh, S, Doucet, A
Format:	Journal article
Jezik:	English
Izdano:	2012

Slični predmeti

A distributed recursive maximum likelihood implementation for sensor registration
od: Kantas, N, i dr.
Izdano: (2006)

Distributed Online self-localization and tracking in sensor networks
od: Kantas, N, i dr.
Izdano: (2007)

Distributed self localisation of sensor networks using particle methods
od: Kantas, N, i dr.
Izdano: (2006)

Gradient-free maximum likelihood parameter estimation with particle filters
od: Poyiadjis, G, i dr.
Izdano: (2006)

A Distance-Based Maximum Likelihood Estimation Method for Sensor Localization in Wireless Sensor Networks
od: Jing Xu, i dr.
Izdano: (2016-04-01)

Asymptotic properties of recursive particle maximum likelihood estimation
od: Tadic, VZB, i dr.
Izdano: (2020)

Asymptotic properties of recursive particle maximum likelihood estimation
od: Tadic, VZB, i dr.
Izdano: (2019)

Particle methods for maximum likelihood estimation in latent variable models
od: Johansen, A, i dr.
Izdano: (2008)

Maximum likelihood localization: When does it fail?
od: Stefania Monica, i dr.
Izdano: (2016-03-01)

Maximum likelihood estimation and quasi-maximum likelihood estimation situations /
od: Nur Syazana Ramlee, 1989, i dr.
Izdano: (2011)

Simultaneous Maximum Likelihood Estimation for Piecewise Linear Instrumental Variable Models
od: Shuo Shuo Liu, i dr.
Izdano: (2022-09-01)

One-bit maximum likelihood algorithm for sensor networks in non-ideal channels
od: Nana WANG, i dr.
Izdano: (2020-03-01)

One-bit maximum likelihood algorithm for sensor networks in non-ideal channels
od: Nana WANG, i dr.
Izdano: (2020-03-01)

Simultaneous Localization and Tracking in Wireless Ad-hoc Sensor Networks
od: Taylor, Christopher J.
Izdano: (2005)

Simultaneous Localization, Calibration, and Tracking in an ad Hoc Sensor Network
od: Taylor, Christopher, i dr.
Izdano: (2005)

Simultaneous localization and tracking in wireless ad-hoc sensor networks
od: Taylor, Christopher J. (Christopher Jorgen)
Izdano: (2006)

An Improvement in Maximum Likelihood Estimation of the Gompertz Distribution Parameters
od: Ali A. Al-Shomrani
Izdano: (2023-04-01)

PROPERTIES OF THE MAXIMUM LIKELIHOOD ESTIMATES OF THE EXPONENT OF PARETO DISTRIBUTION
od: I. S. Pulkin, i dr.
Izdano: (2018-12-01)

Maximum Likelihood Localization Method With MIMO-OFDM Transmission
od: Wan Amirul Mahyiddin, i dr.
Izdano: (2021-01-01)

Maximum-likelihood estimation of the statistical distribution of Smith-Waterman local sequence similarity scores.
od: Mott, R
Izdano: (1992)

Maximum likelihood parameter estimation for latent variable models using sequential Monte Carlo
od: Johansen, A, i dr.
Izdano: (2006)

Privacy-preserving Maximum Likelihood Estimation for Distributed Data
od: Xiaodong Lin, i dr.
Izdano: (2010-04-01)

Maximum likelihood Markov networks : an algorithmic approach
od: Srebro, Nathan, 1974-
Izdano: (2014)

Maximum likelihood estimation for social network dynamics
od: Koskinen, J, i dr.
Izdano: (2010)

Maximum Likelihood Estimation for Social Network Dynamics
od: Snijders, T, i dr.
Izdano: (2010)

Maximum likelihood estimation for social network dynamics
od: Snijders, T, i dr.
Izdano: (2010)

MAXIMUM-LIKELIHOOD OR EXTENDED MAXIMUM-LIKELIHOOD - AN EXAMPLE FROM HIGH-ENERGY PHYSICS
od: Lyons, L, i dr.
Izdano: (1986)

Comparison between method of maximum likelihood estimation and restricted maximum likelihood estimation /
od: 499126 Chu, Foung Fui, i dr.
Izdano: (2011)

Maximum likelihood estimates of some probability model of discrete distributions
od: A. Iskakova, i dr.
Izdano: (2018-03-01)

An improvement in maximum likelihood estimation of the Burr XII distribution parameters
od: Ali A. Al-Shomrani
Izdano: (2022-07-01)

Integrating functional genomics data using maximum likelihood based simultaneous component analysis
od: Van Deun Katrijn, i dr.
Izdano: (2009-10-01)

A Marginal Maximum Likelihood Approach for Hierarchical Simultaneous Autoregressive Models with Missing Data
od: Anjana Wijayawardhana, i dr.
Izdano: (2024-12-01)

Hybrid TOA/AOA Approximate Maximum Likelihood Mobile Localization
od: Mohamed Zhaounia, i dr.
Izdano: (2010-01-01)

Dynamic Indoor Localization Using Maximum Likelihood Particle Filtering
od: Wenxu Wang, i dr.
Izdano: (2021-02-01)

Simulation-based optimal sensor scheduling with application to observer trajectory planning
od: Singh, S, i dr.
Izdano: (2007)

Maximum lq-likelihood estimator of the heavy-tailed distribution parameter
od: Mohammed Ridha Kouider, i dr.
Izdano: (2024-01-01)

Maximum Likelihood and Bayes Estimation in Randomly Censored Geometric Distribution
od: Hare Krishna, i dr.
Izdano: (2017-01-01)

Bias reduction of maximum likelihood estimation in exponentiated Teissier distribution
od: Ahmed Abdulhadi Ahmed, i dr.
Izdano: (2024-03-01)

Maximum-Likelihood estimation of the 4-parameter generalized weilbull distribution
od: Arora Manmohan S.
Izdano: (1992-12-01)

Maximum likelihood estimation of ground truth for air quality monitoring using vehicular sensor networks
od: Talampas, Marc Caesar R., i dr.
Izdano: (2013)