When Compressive Sensing Meets Mobile Crowdsensing is popular PDF and ePub book, written by Linghe Kong in 2019-06-08, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, When Compressive Sensing Meets Mobile Crowdsensing can be Read Online from any device for your convenience.
When Compressive Sensing Meets Mobile Crowdsensing Book PDF Summary
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.
Detail Book of When Compressive Sensing Meets Mobile Crowdsensing PDF
- Author : Linghe Kong
- Release : 08 June 2019
- Publisher : Springer
- ISBN : 9789811377761
- Genre : Computers
- Total Page : 127 pages
- Language : English
- PDF File Size : 11,7 Mb
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