Show simple item record

AuthorDjelouat H.
AuthorAmira A.
AuthorBensaali F.
Available date2020-02-24T08:57:13Z
Publication Date2018
Publication NameJournal of Sensor and Actuator Networks
ResourceScopus
ISSN22242708
URIhttp://dx.doi.org/10.3390/jsan7040045
URIhttp://hdl.handle.net/10576/13005
AbstractThe Internet of Things (IoT) holds great promises to provide an edge cutting technology that enables numerous innovative services related to healthcare, manufacturing, smart cities and various human daily activities. In a typical IoT scenario, a large number of self-powered smart devices collect real-world data and communicate with each other and with the cloud through a wireless link in order to exchange information and to provide specific services. However, the high energy consumption associated with the wireless transmission limits the performance of these IoT self-powered devices in terms of computation abilities and battery lifetime. Thus, to optimize data transmission, different approaches have to be explored such as cooperative transmission, multi-hop network architectures and sophisticated compression techniques. For the latter, compressive sensing (CS) is a very attractive paradigm to be incorporated in the design of IoT platforms. CS is a novel signal acquisition and compression theory that exploits the sparsity behavior of most natural signals and IoT architectures to achieve power-efficient, real-time platforms that can grant efficient IoT applications. This paper assesses the extant literature that has aimed to incorporate CS in IoT applications. Moreover, the paper highlights emerging trends and identifies several avenues for future CS-based IoT research
Languageen
PublisherMDPI AG
SubjectCompressive sensing (CS)
Hardware implementation
Internet of things (IoT)
Reconstruction algorithms
TitleCompressive sensing-based IoT applications: A review
TypeArticle Review
Issue Number4
Volume Number7


Files in this item

FilesSizeFormatView

There are no files associated with this item.

This item appears in the following Collection(s)

Show simple item record