A survey about prediction-based data reduction in wireless sensor networks

GM Dias, B Bellalta, S Oechsner - ACM Computing Surveys (CSUR), 2016 - dl.acm.org
One of the main characteristics of Wireless Sensor Networks (WSNs) is the constrained
energy resources of their wireless sensor nodes. Although this issue has been addressed in …

Target tracking for sensor networks: A survey

ÉL Souza, EF Nakamura, RW Pazzi - ACM Computing Surveys (CSUR), 2016 - dl.acm.org
Target-tracking algorithms typically organize the network into a logical structure (eg, tree,
cluster, or faces) to enable data fusion and reduce communication costs. These algorithms …

Power-efficient access-point selection for indoor location estimation

Y Chen, Q Yang, J Yin, X Chai - IEEE Transactions on …, 2006 - ieeexplore.ieee.org
An important goal of indoor location estimation systems is to increase the estimation
accuracy while reducing the power consumption. In this paper, we present a novel algorithm …

Principal component localization in indoor WLAN environments

SH Fang, T Lin - IEEE Transactions on Mobile Computing, 2011 - ieeexplore.ieee.org
This paper presents a novel approach to building a WLAN-based location fingerprinting
system. Our algorithm intelligently transforms received signal strength (RSS) into principal …

Mobile object tracking in wireless sensor networks

HW Tsai, CP Chu, TS Chen - Computer communications, 2007 - Elsevier
Wireless sensor network is an emerging technology that enables remote monitoring objects
and environment. This paper proposes a protocol to track a mobile object in a sensor …

Context-aware SVM for context-dependent information recommendation

K Oku, S Nakajima, J Miyazaki… - … Conference on Mobile …, 2006 - ieeexplore.ieee.org
The purpose of this study is to propose Context-Aware Support Vector Machine (C-SVM) for
application in a context-dependent recommendation system. It is important to consider users' …

Survey of target tracking protocols using wireless sensor network

S Bhatti, J Xu - 2009 Fifth International Conference on Wireless …, 2009 - ieeexplore.ieee.org
Target tracking is one of the non trivial applications of wireless sensor network which is set
up in the areas of field surveillance, habitat monitoring, indoor buildings, and intruder …

Data reduction in wireless sensor networks: A hierarchical LMS prediction approach

L Tan, M Wu - IEEE Sensors Journal, 2015 - ieeexplore.ieee.org
In wireless sensor networks (WSNs), due to the restriction of scarce energy, it remains an
open challenge how to schedule the data communications between the sensor nodes and …

Improved clustering algorithms for target tracking in wireless sensor networks

KA Darabkh, WY Albtoush, IF Jafar - The Journal of Supercomputing, 2017 - Springer
In recent years, there has been a growing interest in wireless sensor networks because of
their potential usage in a wide variety of applications such as remote environmental …

Probability-based prediction and sleep scheduling for energy-efficient target tracking in sensor networks

B Jiang, B Ravindran, H Cho - IEEE Transactions on Mobile …, 2012 - ieeexplore.ieee.org
A surveillance system, which tracks mobile targets, is one of the most important applications
of wireless sensor networks. When nodes operate in a duty cycling mode, tracking …