A novel approach of hierarchical compressive sensing in wireless sensor network using block tri-diagonal matrix clustering
Abstract Wireless Sensor Network (WSN) delivers an important contribution in evolving
fields for example ubiquitous computing and ambient intelligence. Monitoring environment is …
fields for example ubiquitous computing and ambient intelligence. Monitoring environment is …
CCS: Energy-efficient data collection in clustered wireless sensor networks utilizing block-wise compressive sensing
In this paper, we propose an integration of compressive sensing (CS) and clustering in
WSNs utilizing block diagonal matrices (BDMs) as the measurement matrices. Such an …
WSNs utilizing block diagonal matrices (BDMs) as the measurement matrices. Such an …
Cluster-based energy-efficient data collection in wireless sensor networks utilizing compressive sensing
MT Nguyen, N Rahnavard - MILCOM 2013-2013 IEEE Military …, 2013 - ieeexplore.ieee.org
In this paper, an integration of compressive sensing (CS) and clustering in wireless sensor
networks (WSNs) is proposed to significantly reduce the energy consumption related to data …
networks (WSNs) is proposed to significantly reduce the energy consumption related to data …
Hierarchical data aggregation using compressive sensing (HDACS) in WSNs
Energy efficiency is one of the key objectives in data gathering in wireless sensor networks
(WSNs). Recent research on energy-efficient data gathering in WSNs has explored the use …
(WSNs). Recent research on energy-efficient data gathering in WSNs has explored the use …
[PDF][PDF] An Energy-Efficient Data Acquisition Technique for Hierarchical Cluster-Based Wireless Sensor Networks.
The minimization of energy consumption related to data acquisition is of prime importance in
energy constrained Wireless Sensor Networks (WSNs). The application of Compressive …
energy constrained Wireless Sensor Networks (WSNs). The application of Compressive …
Clustering and compressive data gathering in wireless sensor network
US Pacharaney, RK Gupta - Wireless Personal Communications, 2019 - Springer
In wireless sensor network (WSN) redundant data gathering and transmission occurs due to
dense deployment. Recently compressive sensing (CS) has attracted considerable attention …
dense deployment. Recently compressive sensing (CS) has attracted considerable attention …
Transmission-efficient clustering method for wireless sensor networks using compressive sensing
Compressive sensing (CS) can reduce the number of data transmissions and balance the
traffic load throughout networks. However, the total number of transmissions for data …
traffic load throughout networks. However, the total number of transmissions for data …
ACS LEACH protocol using optimized clustering and improved orthogonal matching pursuit in WSN
NS Patil, A Parveen - International Journal of Information Technology, 2022 - Springer
An energy-efficient data gathering method for resource-constrained Wireless Sensor
Networks (WSNs) is Compressive Sensing (CS). CS promises the construction of a …
Networks (WSNs) is Compressive Sensing (CS). CS promises the construction of a …
Power-efficient hierarchical data aggregation using compressive sensing in WSNs
Compressive sensing (CS) is a burgeoning technique being applied to diverse areas
including wireless sensor networks (WSNs). In WSNs, it has been applied in the context of …
including wireless sensor networks (WSNs). In WSNs, it has been applied in the context of …
A compressibility-based clustering algorithm for hierarchical compressive data gathering
KC Lan, MZ Wei - IEEE Sensors Journal, 2017 - ieeexplore.ieee.org
Data gathering in wireless sensor networks (WSNs) is one of the major sources for power
consumption. Compression is often employed to reduce the number of packet transmissions …
consumption. Compression is often employed to reduce the number of packet transmissions …