Data aggregation in wireless sensor networks: Previous research, current status and future directions

S Randhawa, S Jain - Wireless Personal Communications, 2017 - Springer
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 …

Data aggregation in wireless sensor networks: from the perspective of security

X Liu, J Yu, F Li, W Lv, Y Wang… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
Nodes in wireless sensor networks (WSNs) are usually deployed in an unattended even
hostile environment. What is worse, these nodes are equipped with limited battery, storage …

Evolving privacy: From sensors to the Internet of Things

J Lopez, R Rios, F Bao, G Wang - Future Generation Computer Systems, 2017 - Elsevier
Abstract The Internet of Things (IoT) envisions a world covered with billions of smart,
interacting things capable of offering all sorts of services to near and remote entities. The …

Efficient privacy-preserving cube-data aggregation scheme for smart grids

H Shen, M Zhang, J Shen - IEEE Transactions on Information …, 2017 - ieeexplore.ieee.org
Efficient power management in smart grids requires obtaining power consumption data from
each resident. However, data concerning user's electricity consumption might reveal …

A practical group blind signature scheme for privacy protection in smart grid

W Kong, J Shen, P Vijayakumar, Y Cho… - Journal of Parallel and …, 2020 - Elsevier
The leakage of privacy is one of the key factors to restrict the development of smart grid.
Currently, research works of protecting privacy in smart grid mainly focused on two …

A secure data collection scheme based on compressive sensing in wireless sensor networks

P Zhang, S Wang, K Guo, J Wang - Ad Hoc Networks, 2018 - Elsevier
The compressive sensing (CS) based data collection schemes can effectively reduce the
transmission cost of wireless sensor networks (WSNs) by exploring the sparsity of …

Data aggregation with end-to-end confidentiality and integrity for large-scale wireless sensor networks

J Cui, L Shao, H Zhong, Y Xu, L Liu - Peer-to-Peer Networking and …, 2018 - Springer
In wireless sensor networks, data aggregation allows in-network processing, which leads to
reduced packet transmissions and reduced redundancy, and thus is helpful to prolong the …

Multi-functional secure data aggregation schemes for WSNs

P Zhang, J Wang, K Guo, F Wu, G Min - Ad Hoc Networks, 2018 - Elsevier
Secure data aggregation schemes are widely adopted in wireless sensor networks, not only
to minimize the energy and bandwidth consumption, but also to enhance the security …

Optimal energy aware clustering in circular wireless sensor networks

M Arghavani, M Esmaeili, M Esmaeili, F Mohseni… - Ad Hoc Networks, 2017 - Elsevier
The lifetime of a wireless sensor node refers to the duration after which the node's energy
has ended. Since battery replacement in most applications of wireless sensor networks is …

An efficient and secure recoverable data aggregation scheme for heterogeneous wireless sensor networks

H Zhong, L Shao, J Cui, Y Xu - Journal of Parallel and Distributed …, 2018 - Elsevier
In wireless sensor networks, data aggregation plays an important role in reducing energy
consumption. Recently, research has focused on secure data aggregation due to the open …