Compressive sensing in wireless sensor networks–a survey

R Middya, N Chakravarty, MK Naskar - IETE technical review, 2017 - Taylor & Francis
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 …

An energy-efficient compressive sensing-based clustering routing protocol for WSNs

Q Wang, D Lin, P Yang, Z Zhang - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
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 …

A survey on energy-efficient strategies in static wireless sensor networks

D Lin, Q Wang, W Min, J Xu, Z Zhang - ACM Transactions on Sensor …, 2020 - dl.acm.org
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 …

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 …

Novel activity classification and occupancy estimation methods for intelligent HVAC (heating, ventilation and air conditioning) systems

R Rana, B Kusy, J Wall, W Hu - Energy, 2015 - Elsevier
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 …

An energy-saving routing integrated economic theory with compressive sensing to extend the lifespan of WSNs

D Lin, W Min, J Xu - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
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 …

Treelet-based clustered compressive data aggregation for wireless sensor networks

C Zhao, W Zhang, Y Yang, S Yao - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Compressive sensing (CS)-based data aggregation has become an increasingly important
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 …

[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 …

Compressed sensing and parallel acquisition

IY Chun, B Adcock - IEEE Transactions on Information Theory, 2017 - ieeexplore.ieee.org
Parallel acquisition systems arise in various applications to moderate problems caused by
insufficient measurements in single-sensor systems. These systems allow simultaneous …