LPM2DA: a lattice-based privacy-preserving multi-functional and multi-dimensional data aggregation scheme for smart grid
Sign Up to like & getrecommendations! Published in 2021 at "Cluster Computing"
DOI: 10.1007/s10586-021-03387-0
Abstract: The smart grid provides efficient transmission of energy and data. However, the frequent gathering of users’ consumption data discloses users’ privacy. Plenty of data aggregation schemes have been introduced to preserve the privacy of users’… read more here.
Keywords: multi dimensional; dimensional data; data aggregation; smart grid ... See more keywords
Deterministic binary matrix based compressive data aggregation in big data WSNs
Sign Up to like & getrecommendations! Published in 2017 at "Telecommunication Systems"
DOI: 10.1007/s11235-017-0294-3
Abstract: In big data wireless sensor networks, the volume of data sharply increases at an unprecedented rate and the dense deployment of sensor nodes will lead to high spatial-temporal correlation and redundancy of sensors’ readings. Compressive… read more here.
Keywords: big data; aggregation; deterministic binary; data aggregation ... See more keywords
DABPR: a large-scale internet of things-based data aggregation back pressure routing for disaster management
Sign Up to like & getrecommendations! Published in 2020 at "Wireless Networks"
DOI: 10.1007/s11276-019-02122-3
Abstract: In this paper, we propose a data aggregation back pressure routing (DABPR) scheme, which aims to simultaneously aggregate overlapping routes for efficient data transmission and prolong the lifetime of the network. The DABPR routing algorithm… read more here.
Keywords: aggregation; aggregation back; back pressure; pressure routing ... See more keywords
Data Aggregation in Wireless Sensor Networks: Previous Research, Current Status and Future Directions
Sign Up to like & getrecommendations! Published in 2017 at "Wireless Personal Communications"
DOI: 10.1007/s11277-017-4674-5
Abstract: Wireless sensor networks (WSNs) consist of large number of small sized sensor nodes, whose main task is to sense the desired phenomena in a particular region of interest. These networks have large number of applications… read more here.
Keywords: aggregation; research; data aggregation; sensor networks ... See more keywords
Privacy-Preserving and Energy-Efficient Continuous Data Aggregation Algorithm in Wireless Sensor Networks
Sign Up to like & getrecommendations! Published in 2018 at "Wireless Personal Communications"
DOI: 10.1007/s11277-017-4889-5
Abstract: Privacy-preserving continuous data aggregation in wireless sensor networks has broad application prospects, such as environmental monitoring, health care, etc. However, the existing secure aggregation algorithms focus on snapshot data aggregation, so they are not suitable… read more here.
Keywords: aggregation; privacy preserving; energy; data aggregation ... See more keywords
Data Aggregation for Increase Performance of Wireless Sensor Networks Using Learning Automata Approach
Sign Up to like & getrecommendations! Published in 2019 at "Wireless Personal Communications"
DOI: 10.1007/s11277-019-06395-x
Abstract: Wireless sensor networks, a new generation of networks, are composed of a large numbers of nodes and the communication between nodes takes place wirelessly. The main purpose of these networks is collecting information about the… read more here.
Keywords: approach; learning automata; data aggregation; wireless ... See more keywords
Aggregation Tree Statistical Computing Based on Functional Encryption
Sign Up to like & getrecommendations! Published in 2019 at "Wuhan University Journal of Natural Sciences"
DOI: 10.1007/s11859-019-1376-8
Abstract: The medical monitoring system is widely used. In the medical monitoring system, each user only possesses one piece of data logging that participates in statistical computing. Specifically in such a situation, a feasible solution is… read more here.
Keywords: encrypted data; statistical computing; aggregation; data aggregation ... See more keywords
Improved convolutional neural network combined with rough set theory for data aggregation algorithm
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-018-1068-9
Abstract: Data aggregation is a crucial method to relieve the energy consumption in wireless sensor networks (WSNs). However, how to perform data aggregation while preserving data fidelity and confidentiality is a challenging research task. Since many… read more here.
Keywords: set theory; rough set; aggregation; data aggregation ... See more keywords
A novel data aggregation using multi objective based male lion optimization algorithm (DA-MOMLOA) in wireless sensor network
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-021-03230-9
Abstract: Wireless sensor network efficiently aggregates and transmits data in an internet of things (IoT) environment. Machine Learning algorithms can minimize data transmission rates by utilizing the distributive features of the network. This study proposes a… read more here.
Keywords: wireless sensor; aggregation; using multi; sensor network ... See more keywords
Lightweight and efficient privacy-preserving data aggregation approach for the Smart Grid
Sign Up to like & getrecommendations! Published in 2017 at "Ad Hoc Networks"
DOI: 10.1016/j.adhoc.2017.05.011
Abstract: Abstract Over the last few years, we have seen the emergence of a wide range of Smart Grid architectures, technologies, and applications made possible by the significant improvements in hardware, software, and networking technologies. One… read more here.
Keywords: preserving data; privacy preserving; smart grid; data aggregation ... See more keywords
Data aggregation algorithms for wireless sensor network: A review
Sign Up to like & getrecommendations! Published in 2020 at "Ad Hoc Networks"
DOI: 10.1016/j.adhoc.2020.102083
Abstract: Abstract In recent years, wireless sensor network (WSN) is one of the rapidly growing area in various domains such as disaster relief operation, military applications, health applications, etc. In WSN, to eliminate the redundant information… read more here.
Keywords: aggregation; aggregation algorithms; wireless sensor; data aggregation ... See more keywords