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First, the design of the survey scheme was introduced, including selection of items, estimation of sample quantity, and selection of locations.
Difficulties with implementation of the survey scheme were noted, such as access to some villages.
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In addition, the alignment monitoring and geometrical survey scheme are presented.
In this section, we present a novel privacy-preserving crowdsourcing-based site survey scheme which can estimate the distribution of the WiFi signal strengths at each specific location without leaking the privacy of each supplier.
However, we believe that the number of missed articles did not significantly affect our study results because our survey scheme was designed to understand the overall trends in infectious disease research by obtaining the relative numbers of research articles per country or region, not to strictly count the absolute numbers of articles.
In this paper, we propose a privacy-preserving site survey scheme which can protect the suppliers' location privacy in crowdsourcing-based site survey for WiFi fingerprint-based localization and, at the same time, can ensure the usability of the aggregated result for the service provider.
Many users told the survey the scheme's green aims were as important to them as more practical concerns; in Paris alone, Autolib' claims, it has resulted in a reduction of more than 4.8m tonnes of carbon-dioxide emissions (it is also encouraging a greater take-up of privately owned electric cars by allowing them to use Autolib' charging stations in return for a fee).
The survey weighting scheme ensured that estimates provided by age and sex are generalisable to the adult Barbadian population.
These discrepancies were addressed by the survey weighting scheme, as described in detail in online supplementary appendix 1.
The apiary, colony and individual identification (ID) numbers were assigned based on our initial survey scheme (Muli, et al. 2014) [ 12] The complete nuclear and mitochondrial sequences from the 11 individuals were used for phylogenetic analysis.
In this work, we propose a privacy-preserving site survey scheme for WiFi fingerprint-based localization.
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