Distributed Kalman filtering: a bibliographic review

MS Mahmoud, HM Khalid - IET Control Theory & Applications, 2013 - Wiley Online Library
In recent years, a compelling need has arisen to understand the effects of distributed
information structures on estimation and filtering. In this study, a bibliographical review on …

Stochastic event-triggered sensor schedule for remote state estimation

D Han, Y Mo, J Wu, S Weerakkody… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
We propose an open-loop and a closed-loop stochastic event-triggered sensor schedule for
remote state estimation. Both schedules overcome the essential difficulties of existing …

[PDF][PDF] Bibliographic review on distributed Kalman filtering

MS Mahmoud, HM Khalid - IET Control Theory Appl, 2013 - academia.edu
In recent years, a compelling need has arisen to understand the effects of distributed
information structures on estimation and filtering. In this paper, a bibliographical review on …

Cooperative multi-robot localization under communication constraints

N Trawny, SI Roumeliotis… - 2009 IEEE international …, 2009 - ieeexplore.ieee.org
This paper addresses the problem of cooperative localization (CL) under severe
communication constraints. Specifically, we present minimum mean square error (MMSE) …

[图书][B] Networked filtering and fusion in wireless sensor networks

MS Mahmoud, Y Xia - 2015 - api.taylorfrancis.com
In recent years, wireless sensor networks (WSN) have produced a large amount of data that
need to be processed, delivered, and assessed according to the application objectives. The …

Distributed state estimation and data fusion in wireless sensor networks using multi-level quantized innovation

Z Zhang, J Li, L Liu - Science China. Information Sciences, 2016 - search.proquest.com
Low energy consumption and limited power supply are significant factors for wireless sensor
networks (WSNs); thus, distributed state estimation and data fusion with quantized …

Peer-to-peer estimation over wireless sensor networks via Lipschitz optimization

C Fischione, A Speranzon… - … in Sensor Networks, 2009 - ieeexplore.ieee.org
Motivated by a peer-to-peer estimation algorithm in which adaptive weights are optimized to
minimize the estimation error variance, we formulate and solve a novel nonconvex Lipschitz …

Cooperative localization: On motion-induced initialization and joint state estimation under communication constraints

N Trawny - 2010 - search.proquest.com
Teams of mobile robots are becoming increasingly popular to measure and estimate
quantities of interest at spatially distributed locations. They have been used in tasks such as …

Quantized state estimation for sensor neterworks

QB Ge, TL Xu - 2010 International Conference on Machine …, 2010 - ieeexplore.ieee.org
Limited bandwidth is an unavoidable constraint for data transmission from local sensors to
the fusion center over sensor networks. For a networked target tracking system with single …

Distributed estimation and coding: A sequential framework based on a side-informed decomposition

C Yu, G Sharma - IEEE transactions on signal processing, 2010 - ieeexplore.ieee.org
We propose a sequential framework for the distributed multiple-sensor estimation and
coding problem that decomposes the problem into a series of side-informed source coding …