An iterative signal detection algorithm based on bayesian belief propagation ideas

An iterative signal detection algorithm based on bayesian belief propagation ideas

We investigate the construction of an iterative algorithm for signal detection based on Pearl's Belief Propagation algorithm. Two main issues arise: the need to modify the graphical model of the problem in order to force the creation of an iterative algorithm, and the need to find suitable appr...

Descrizione completa

Dettagli Bibliografici
Autori principali:	Proudler, I, Roberts, S, Reece, S, Rezek, I
Natura:	Journal article
Pubblicazione:	2007

Documenti analoghi

Tensor networks contraction and the belief propagation algorithm
di: R. Alkabetz, et al.
Pubblicazione: (2021-04-01)

Online Maritime Abnormality Detection Using Gaussian Processes and Extreme Value Theory.
di: Smith, M, et al.
Pubblicazione: (2012)

Maritime abnormality detection using Gaussian processes
di: Smith, M, et al.
Pubblicazione: (2014)

Low complexity signal detection algorithm based on Newton iterative algorithm
di: Gang LIU, et al.
Pubblicazione: (2022-02-01)

Low complexity signal detection algorithm based on Newton iterative algorithm
di: Gang LIU, et al.
Pubblicazione: (2022-02-01)

Bayesian Approaches to Gaussian Mixture Modeling.
di: Roberts, S, et al.
Pubblicazione: (1998)

A Belief Propagation Algorithm for Multipath-Based SLAM
di: Leitinger, Erik, et al.
Pubblicazione: (2021)

Factorization in molecular modeling and belief propagation algorithms
di: Bochuan Du, et al.
Pubblicazione: (2023-12-01)

Belief Propagation Algorithm for Portfolio Optimization Problems.
di: Takashi Shinzato, et al.
Pubblicazione: (2015-01-01)

Distributed maximum weight matching algorithm based on belief propagation
di: Yuan ZHANG
Pubblicazione: (2012-10-01)

Distributed maximum weight matching algorithm based on belief propagation
di: Yuan ZHANG
Pubblicazione: (2012-10-01)

Stochastic complexity measures for physiological signal analysis.
di: Rezek, I, et al.
Pubblicazione: (1998)

Positional entropy during pigeon homing I: application of Bayesian latent state modelling.
di: Roberts, S, et al.
Pubblicazione: (2004)

Iterated Belief Revision
di: Stalnaker, Robert
Pubblicazione: (2009)

Positional entropy during pigeon homing II: navigational interpretation of Bayesian latent state models.
di: Guilford, T, et al.
Pubblicazione: (2004)

Bayesian Inference for Finite Mixture Regression Model Based on Non-Iterative Algorithm
di: Ang Shan, et al.
Pubblicazione: (2021-03-01)

Iteration Bayesian Reweighed Algorithm for Optical Carrier-Based Microwave Interferometry Sensing
di: Yuxiao Li, et al.
Pubblicazione: (2020-05-01)

Convergence of a Belief Propagation Algorithm for Biological Networks
di: Sang-Mok Choo, et al.
Pubblicazione: (2019-01-01)

Generalized Belief Propagation Algorithms for Decoding of Surface Codes
di: Josias Old, et al.
Pubblicazione: (2023-06-01)

Gaussian Process Segmentation of Co-Moving Animals
di: Reece, S, et al.
Pubblicazione: (2010)

Variational Bayesian Iterative Estimation Algorithm for Linear Difference Equation Systems
di: Junxia Ma, et al.
Pubblicazione: (2019-11-01)

Low complexity hybrid iterative algorithm based signal detection in massive MIMO system
di: Shufeng ZHAO, et al.
Pubblicazione: (2017-07-01)

Low complexity hybrid iterative algorithm based signal detection in massive MIMO system
di: Shufeng ZHAO, et al.
Pubblicazione: (2017-07-01)

Hybrid Linear Iterative Signal Detection Algorithm for Massive MIMO Systems
di: ZHANG Xiao-hua, et al.
Pubblicazione: (2022-04-01)

Hybrid Linear Iterative Signal Detection Algorithm for Massive MIMO Systems
di: Xiao-hua ZHANG, et al.
Pubblicazione: (2022-04-01)

AN ITERATIVE ALGORITHM OF OBJECT DETECTION IN VIDEO SEQUENCE BASED ON HISTOGRAM SPATIAL MEASURES
di: I. A. Baryskievic
Pubblicazione: (2019-06-01)

Enhanced Iterative Detection of Hierarchically Modulated Signals using VB-EM Algorithm
di: Mahsa Azad, et al.
Pubblicazione: (2018-03-01)

A belief propagation algorithm based on track‐before‐detect for tracking low‐observable and manoeuvering targets using multiple sensors
di: Chenghu Cao, et al.
Pubblicazione: (2024-12-01)

Belief propagation in monoidal categories
di: Jason Morton
Pubblicazione: (2014-12-01)

Novel Belief Propagation Algorithm for Stereo Matching With a Robust Cost Computation
di: Chuang Pan, et al.
Pubblicazione: (2019-01-01)

Scalable Analytic Eigenvalue Extraction Algorithm
di: Faizan A. Khattak, et al.
Pubblicazione: (2024-01-01)

SSCANL decoder based joint iterative detection and decoding algorithm
di: Chongyang LIU, et al.
Pubblicazione: (2022-10-01)

SSCANL decoder based joint iterative detection and decoding algorithm
di: Chongyang LIU, et al.
Pubblicazione: (2022-10-01)

Certification of iterative predictions in Bayesian neural networks
di: Wicker, M, et al.
Pubblicazione: (2021)

The time lag in local field potential signals for the development of its Bayesian belief network
di: Victor H. B. Tsukahara, et al.
Pubblicazione: (2024-09-01)

Belief Propagation and Revision in Networks with Loops
di: Weiss, Yair
Pubblicazione: (2004)

Approximating the Permanent with Fractional Belief Propagation
di: Chertkov, Michael, et al.
Pubblicazione: (2013)

Sequential auxiliary particle belief propagation
di: Briers, M, et al.
Pubblicazione: (2005)

Gauging tensor networks with belief propagation
di: Joseph Tindall, Matt Fishman
Pubblicazione: (2023-12-01)

Bayesian heatmaps: probabilistic classification with multiple unreliable information sources
di: Simpson, E, et al.
Pubblicazione: (2017)