CStorage: Decentralized compressive data storage in wireless sensor networks

A Talari, N Rahnavard - Ad Hoc Networks, 2016 - Elsevier
In this paper, we employ compressive sensing (CS) to design a distributed compressive data
storage (CStorage) algorithm for wireless sensor networks (WSNs). First, we assume that no …

Cstorage: Distributed data storage in wireless sensor networks employing compressive sensing

A Talari, N Rahnavard - 2011 IEEE Global Telecommunications …, 2011 - ieeexplore.ieee.org
In this paper, we propose CStorage a fully distributed and efficient data storage scheme for
wireless sensor networks (WSNs) based on compressive sensing (CS) techniques …

A practical data-gathering algorithm for lossy wireless sensor networks employing distributed data storage and compressive sensing

C Zhang, O Li, G Liu, M Li - Sensors, 2018 - mdpi.com
Reliability and energy efficiency are two key considerations when designing a compressive
sensing (CS)-based data-gathering scheme. Most researchers assume there is no packets …

Design and analysis of compressive data persistence in large-scale wireless sensor networks

F Liu, M Lin, Y Hu, C Luo, F Wu - IEEE Transactions on Parallel …, 2014 - ieeexplore.ieee.org
This paper addresses the data persistence problem in wireless sensor networks (WSNs)
where static sinks are not present and the sensed data have to be temporarily but resiliently …

Capacity and delay analysis for data gathering with compressive sensing in wireless sensor networks

H Zheng, S Xiao, X Wang, X Tian… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Compressive sensing (CS) provides a new paradigm for efficient data gathering in wireless
sensor networks (WSNs). In this paper, with the assumption that sensor data is sparse we …

Optimal and efficient algorithms for projection-based compressive data gathering

D Ebrahimi, C Assi - IEEE Communications Letters, 2013 - ieeexplore.ieee.org
We investigate the problem of compressive data aggregation in wireless sensor networks.
We propose a data gathering scheme using Compressive Sensing (CS) by building up data …

Data gathering with compressive sensing in wireless sensor networks: A random walk based approach

H Zheng, F Yang, X Tian, X Gan… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
In this paper, we study the problem of data gathering with compressive sensing (CS) in
wireless sensor networks (WSNs). Unlike the conventional approaches, which require …

Distributed spatial-temporal compressive data gathering for large-scale WSNs

X Wu, Y Xiong, M Li, W Huang - … , Communications and IT …, 2013 - ieeexplore.ieee.org
Wireless sensor networks (WSNs) are widely used for monitoring physical phenomena of
interest, but one of the major challenges for designing sensor networks is to minimize …

On the capacity and delay of data gathering with compressive sensing in wireless sensor networks

H Zheng, S Xiao, X Wang, X Tian - 2011 IEEE Global …, 2011 - ieeexplore.ieee.org
Compressive sensing (CS) provides a new paradigm for efficient data gathering in wireless
sensor networks (WSNs). The theory of CS allows to reconstruct all sensor data of the …

Compressive sensing meets unreliable link: Sparsest random scheduling for compressive data gathering in lossy WSNs

X Wu, P Yang, T Jung, Y Xiong, X Zheng - Proceedings of the 15th ACM …, 2014 - dl.acm.org
Compressive Sensing (CS) has been recognized as a promising technique to reduce and
balance the transmission cost in wireless sensor networks (WSNs). Existing efforts mainly …