[HTML][HTML] Toward integrated large-scale environmental monitoring using WSN/UAV/Crowdsensing: A review of applications, signal processing, and future perspectives

A Fascista - Sensors, 2022 - mdpi.com
Fighting Earth's degradation and safeguarding the environment are subjects of topical
interest and sources of hot debate in today's society. According to the United Nations, there …

Multi-sensor distributed fusion estimation with applications in networked systems: A review paper

S Sun, H Lin, J Ma, X Li - Information Fusion, 2017 - Elsevier
In this paper, the advances of distributed fusion estimation (DFE) algorithms for multi-sensor
networked systems (NSs) are reviewed. First, several general DFE algorithms are reviewed …

Task-oriented sensing, computation, and communication integration for multi-device edge AI

D Wen, P Liu, G Zhu, Y Shi, J Xu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper studies a new multi-device edge artificial-intelligent (AI) system, which jointly
exploits the AI model split inference and integrated sensing and communication (ISAC) to …

Practical data compression in wireless sensor networks: A survey

T Srisooksai, K Keamarungsi, P Lamsrichan… - Journal of network and …, 2012 - Elsevier
Power consumption is a critical problem affecting the lifetime of wireless sensor networks. A
number of techniques have been proposed to solve this issue, such as energy-efficient …

Distributed compression-estimation using wireless sensor networks

JJ Xiao, A Ribeiro, ZQ Luo… - IEEE Signal Processing …, 2006 - ieeexplore.ieee.org
This paper provides an overview of distributed estimation-compression problems
encountered with wireless sensor networks (WSN). A general formulation of distributed …

Estimation diversity and energy efficiency in distributed sensing

S Cui, JJ Xiao, AJ Goldsmith, ZQ Luo… - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
Distributed estimation based on measurements from multiple wireless sensors is
investigated. It is assumed that a group of sensors observe the same quantity in …

Linear coherent decentralized estimation

JJ Xiao, S Cui, ZQ Luo… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
We consider the distributed estimation of an unknown vector signal in a resource
constrained sensor network with a fusion center. Due to power and bandwidth limitations …

Trajectory design for distributed estimation in UAV-enabled wireless sensor network

C Zhan, Y Zeng, R Zhang - IEEE Transactions on Vehicular …, 2018 - ieeexplore.ieee.org
In this paper, we study an unmanned aerial vehicle (UAV)-enabled wireless sensor network,
where a UAV is dispatched to collect the sensed data from distributed sensor nodes (SNs) …

Multi-rate distributed fusion estimation for sensor networks with packet losses

WA Zhang, G Feng, L Yu - Automatica, 2012 - Elsevier
This paper presents a distributed fusion estimation method for estimating states of a
dynamical process observed by wireless sensor networks (WSNs) with random packet …

Sensor data scheduling for optimal state estimation with communication energy constraint

L Shi, P Cheng, J Chen - Automatica, 2011 - Elsevier
In this paper, we consider sensor data scheduling with communication energy constraint. A
sensor has to decide whether to send its data to a remote estimator or not due to the limited …