Compressive sensing in wireless sensor networks–a survey
Abstract When Donoho and Candes, Rosenberg and Tao separately introduced the concept
of compressive sampling (CS) to the scientific community, the entire basis of traditional …
of compressive sampling (CS) to the scientific community, the entire basis of traditional …
An energy-efficient compressive sensing-based clustering routing protocol for WSNs
A novel algorithm which combined the merits of the clustering strategy and the compressive
sensing-based (CS-based) scheme was proposed in this paper. The lemmas for the …
sensing-based (CS-based) scheme was proposed in this paper. The lemmas for the …
A survey on energy-efficient strategies in static wireless sensor networks
A comprehensive analysis on the energy-efficient strategy in static Wireless Sensor
Networks (WSNs) that are not equipped with any energy harvesting modules is conducted in …
Networks (WSNs) that are not equipped with any energy harvesting modules is conducted in …
Application of compressive sensing techniques in distributed sensor networks: A survey
T Wimalajeewa, PK Varshney - arXiv preprint arXiv:1709.10401, 2017 - arxiv.org
In this survey paper, our goal is to discuss recent advances of compressive sensing (CS)
based solutions in wireless sensor networks (WSNs) including the main ongoing/recent …
based solutions in wireless sensor networks (WSNs) including the main ongoing/recent …
Novel activity classification and occupancy estimation methods for intelligent HVAC (heating, ventilation and air conditioning) systems
Reductions in HVAC (heating, ventilation and air conditioning) energy consumption can be
achieved by limiting heating in the winter or cooling in the summer. However, the resulting …
achieved by limiting heating in the winter or cooling in the summer. However, the resulting …
An energy-saving routing integrated economic theory with compressive sensing to extend the lifespan of WSNs
A novel intercluster routing which simultaneously takes the energy efficiency in both
intracluster and intercluster phases into account is proposed in this article, with the aim of …
intracluster and intercluster phases into account is proposed in this article, with the aim of …
Treelet-based clustered compressive data aggregation for wireless sensor networks
Compressive sensing (CS)-based data aggregation has become an increasingly important
research topic for large-scale wireless sensor networks since conventional data …
research topic for large-scale wireless sensor networks since conventional data …
A novel framework for energy‐efficient compressive data gathering in heterogeneous wireless sensor network
R Manchanda, K Sharma - International Journal of …, 2021 - Wiley Online Library
Wireless sensor network (WSN) suffers from the energy‐limited sensor nodes which
consume energy heavily depending upon the magnitude of data which is transmitted or …
consume energy heavily depending upon the magnitude of data which is transmitted or …
[HTML][HTML] Energy efficient compression sensing-based clustering framework for IoT-based heterogeneous WSN
R Manchanda, K Sharma - Telecommunication Systems, 2020 - Springer
Compressive Sensing (CS) has proved to be a promising approach for the Internet of things
(IoT) due to the fact that CS can abate the magnitude of raw data which is to be transmitted …
(IoT) due to the fact that CS can abate the magnitude of raw data which is to be transmitted …
Compressed sensing and parallel acquisition
Parallel acquisition systems arise in various applications to moderate problems caused by
insufficient measurements in single-sensor systems. These systems allow simultaneous …
insufficient measurements in single-sensor systems. These systems allow simultaneous …