Graph signal processing: Overview, challenges, and applications

A Ortega, P Frossard, J Kovačević… - Proceedings of the …, 2018 - ieeexplore.ieee.org
Research in graph signal processing (GSP) aims to develop tools for processing data
defined on irregular graph domains. In this paper, we first provide an overview of core ideas …

Machine learning in wireless sensor networks: Algorithms, strategies, and applications

MA Alsheikh, S Lin, D Niyato… - … Surveys & Tutorials, 2014 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) monitor dynamic environments that change rapidly over
time. This dynamic behavior is either caused by external factors or initiated by the system …

[PDF][PDF] 物联网信息感知与交互技术

胡永利, 孙艳丰, 尹宝才 - 2012 - cf.lcchina.org.cn
摘要信息感知作为物联两的基本功能. 是物联网信息“全面感知” 的手段. 信息交互是物联网应用
与服务的基础, 是物联网“物物互联” 的目的. 随着物联网研究热潮的兴起, 以传统无线传感器网络 …

Discrete signal processing on graphs

A Sandryhaila, JMF Moura - IEEE transactions on signal …, 2013 - ieeexplore.ieee.org
In social settings, individuals interact through webs of relationships. Each individual is a
node in a complex network (or graph) of interdependencies and generates data, lots of data …

Graph moving object segmentation

JH Giraldo, S Javed… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Moving Object Segmentation (MOS) is a fundamental task in computer vision. Due to
undesirable variations in the background scene, MOS becomes very challenging for static …

On the control of multi-agent systems: A survey

F Chen, W Ren - Foundations and Trends® in Systems and …, 2019 - nowpublishers.com
Recent years have witnessed a trend to use networked multiple autonomous agents to
accomplish complex tasks arising from space-based applications, smart grids, and machine …

Incremental adaptive strategies over distributed networks

CG Lopes, AH Sayed - IEEE transactions on signal processing, 2007 - ieeexplore.ieee.org
An adaptive distributed strategy is developed based on incremental techniques. The
proposed scheme addresses the problem of linear estimation in a cooperative fashion, in …

Information fusion for wireless sensor networks: Methods, models, and classifications

EF Nakamura, AAF Loureiro, AC Frery - ACM Computing Surveys …, 2007 - dl.acm.org
Wireless sensor networks produce a large amount of data that needs to be processed,
delivered, and assessed according to the application objectives. The way these data are …

[PDF][PDF] Online outlier detection in sensor data using non-parametric models

S Subramaniam, T Palpanas, D Papadopoulos… - Proceedings of the 32nd …, 2006 - vldb.org
Sensor networks have recently found many popular applications in a number of different
settings. Sensors at different locations can generate streaming data, which can be analyzed …

A survey of fault management in wireless sensor networks

L Paradis, Q Han - Journal of Network and systems management, 2007 - Springer
Wireless sensor networks are resource-constrained self-organizing systems that are often
deployed in inaccessible and inhospitable environments in order to collect data about some …