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lgli/N:\!genesis_\0day\springer\10.1007%2F978-981-13-7776-1.pdf
When Compressive Sensing Meets Mobile Crowdsensing 🔍
Linghe Kong, Bowen Wang, Guihai Chen Springer Singapore : Imprint : Springer, 1st ed. 2019, Singapore, 2019
英语 [en] · PDF · 3.8MB · 2019 · 📘 非小说类图书 · 🚀/lgli/lgrs/nexusstc/scihub/zlib · Save
描述
This book provides a comprehensive introduction to applying compressive sensing to improve data quality in the context of mobile crowdsensing. It addresses the following main topics: recovering missing data, efficiently collecting data, preserving user privacy, and detecting false data.
Mobile crowdsensing, as an emerging sensing paradigm, enables the masses to take part in data collection tasks with the aid of powerful mobile devices. However, mobile crowdsensing platforms have yet to be widely adopted in practice, the major concern being the quality of the data collected. There are numerous causes: some locations may generate redundant data, while others may not be covered at all, since the participants are rarely systematically coordinated; privacy is a concern for some people, who don’t wish to share their real-time locations, and therefore some key information may be missing; further, some participants may upload fake data in order to fraudulently gain rewards. To address these problematic aspects, compressive sensing, which works by accurately recovering a sparse signal using very few samples, has proven to offer an effective solution.
备用文件名
lgrsnf/N:\!genesis_\0day\springer\10.1007%2F978-981-13-7776-1.pdf
备用文件名
nexusstc/When Compressive Sensing Meets Mobile Crowdsensing/0415376bcdf02a4e9b6844c3a0c156eb.pdf
备用文件名
scihub/10.1007/978-981-13-7776-1.pdf
备用文件名
zlib/no-category/Linghe Kong, Bowen Wang, Guihai Chen/When Compressive Sensing Meets Mobile Crowdsensing_5247109.pdf
备选作者
Kong, Linghe; Wang, Bowen; Chen, Guihai
备用出版商
Springer Science + Business Media Singapore Pte Ltd
备用出版商
Springer Nature Singapore
备用版本
Online access with purchase: Springer, Singapore, 2019
备用版本
Springer Nature, Singapore, 2019
备用版本
Singapore, Singapore
备用版本
Jun 24, 2019
备用版本
1, 20190608
元数据中的注释
sm76016435
元数据中的注释
{"edition":"1","isbns":["9789811377754","9789811377761","9811377758","9811377766"],"last_page":127,"publisher":"Springer"}
备用描述
Front Matter ....Pages i-xii
Introduction (Linghe Kong, Bowen Wang, Guihai Chen)....Pages 1-4
Mobile Crowdsensing (Linghe Kong, Bowen Wang, Guihai Chen)....Pages 5-16
Compressive Sensing (Linghe Kong, Bowen Wang, Guihai Chen)....Pages 17-25
Basic Compressive Sensing for Data Reconstruction (Linghe Kong, Bowen Wang, Guihai Chen)....Pages 27-48
Iterative Compressive Sensing for Fault Detection (Linghe Kong, Bowen Wang, Guihai Chen)....Pages 49-67
Homogeneous Compressive Sensing for Privacy Preservation (Linghe Kong, Bowen Wang, Guihai Chen)....Pages 69-89
Converted Compressive Sensing for Multidimensional Data (Linghe Kong, Bowen Wang, Guihai Chen)....Pages 91-105
Compressive Crowdsensing for Task Allocation (Linghe Kong, Bowen Wang, Guihai Chen)....Pages 107-124
Conclusion (Linghe Kong, Bowen Wang, Guihai Chen)....Pages 125-127
备用描述
Keine Beschreibung vorhanden.
Erscheinungsdatum: 24.06.2019
开源日期
2019-06-11
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