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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Proudler, I, Roberts, S, Reece, S, Rezek, I
Fformat:	Journal article
Cyhoeddwyd:	2007

Eitemau Tebyg

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

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

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

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

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

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

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

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

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

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

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

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

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

Iterated Belief Revision
gan: Stalnaker, Robert
Cyhoeddwyd: (2009)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Belief propagation in monoidal categories
gan: Jason Morton
Cyhoeddwyd: (2014-12-01)

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

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

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

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

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

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

Belief Propagation and Revision in Networks with Loops
gan: Weiss, Yair
Cyhoeddwyd: (2004)

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

Sequential auxiliary particle belief propagation
gan: Briers, M, et al.
Cyhoeddwyd: (2005)

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

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