美国无线通信领域国际知名学者Zhu Han、Husheng Li和Wotao Yin在剑桥大学出版社出版的Compressive Sensing for Wireless Networks一书,是世界上*本关于如何将压缩感知这一革命性理论应用于无线网络的专著。该书从统一的框架出发,从无线网络的角度全面阐述了如何将*新的压缩感知理论有效地与信道估计、超宽带系统、无线定位...
In this paper, we present a sparse expression model as well as a training method which can learn the sparse transformation basis from compressive sensing measurement results rather than original historical data. These training data can be easily obtained from compressive sensing based schemes in WSNs...
Our paper aims to review most of the work that has been done so far in the above-mentioned area, so that the scientific community has a clear understanding of the immense potential CS holds for this field of study.Keywords: Compressed sensing,聽Wireless sensor networksAdditional informationAuthor...
Compressive Sensing is a technique that can help reduce the sampling rate of sensing tasks. In mobile crowdsensing applications or wireless sensor networks, the resource burden of collecting samples is often a major concern. Therefore, compressive sensing is a promising approach in such scenarios. An...
Our paper aims to review most of the work that has been done so far in the above-mentioned area, so that the scientific community has a clear understanding of the immense potential CS holds for this field of study.Keywords: Compressed sensing, Wireless sensor networksAdditional informationAuthor...
Energy efficient clustering with compressive sensing for underwater wireless sensor networks Peer-to-Peer Networking and Applications - Due to the challenges of the Internet of Things (IoT) enabled underwater communications, Underwater Wireless Sen... RV Bhaskarwar,DJ Pete - Peer-to-Peer Networking...
摘要: In recent years, localization has been recognized as an important supporting technology for wireless sensor networks (WSNs). Along with the increase in WSN indoor applications, indoor localization ...关键词: Wireless sensor networks Localization Compressive sensing ...
compressive sensingindoor localizationreceived signal strengthsecure localizationwireless networksSecurity and accuracy are two issues in the localization of wireless sensor networks (WSNs) that are difficult to balance in hostile indoor environments. Massive numbers of malicious positioning requests may cause ...
The random distribution of sensors and the irregularity of routing paths lead to unordered sensory data which are difficult to deal with in Wireless Sensor Networks (WSNs). However, for simplicity, most existing researches ignore those characteristics in the designs of Compressive Sensing based Data ...
The spatially distributed sparsity of the mobile devices (MDs) in indoor wireless local area networks (WLANs) makes compressive sensing (CS) based localisation algorithms feasible and desirable. In this Letter, the authors exploit the most recent developments in CS to efficiently perform localisation ...