Publication

Opportunistic Sampling for Joint Population Size and Density Estimation

Martin Vetterli, Patrick Thiran, Olivier Dousse
2015
Journal Articles

Abstract

Consider a set of probes, called “agents”, who sample, based on opportunistic contacts, a population moving between a set of discrete locations. An example of such agents are Bluetooth probes that sample the visible Bluetooth devices in a population. Based on the obtained measurements, we construct a parametric statistical model to jointly estimate the total population size (e.g., the number of visible Bluetooth devices) and their spatial density. We evaluate the performance of our estimators by using Bluetooth traces obtained during an open-air event and Wi-Fi traces obtained on a university campus.

Official source

https://infoscience.epfl.ch/entities/publication/8ad17323-bee1-480d-98e1-bae4950bd64f

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Martin Vetterli, Patrick Thiran, Olivier Dousse
2015
Journal Articles

Abstract

Official source

https://infoscience.epfl.ch/entities/publication/8ad17323-bee1-480d-98e1-bae4950bd64f

About this result

Related concepts (32)

Population decline

Population decline, also known as depopulation, is a reduction in a human population size. Over the long term, stretching from prehistory to the present, Earth's total human population has continued to grow; however, current projections suggest that this long-term trend of steady population growth may be coming to an end. Until the beginning of the Industrial Revolution, the global population grew very slowly, at about 0.04% per year. After about 1800, the growth rate accelerated to a peak of 2.

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In demographics, the world population is the total number of humans currently living. It was estimated by the United Nations to have exceeded eight billion in mid-November 2022. It took over 200,000 years of human prehistory and history for the human population to reach one billion and only 219 years more to reach 8 billion. The human population has experienced continuous growth following the Great Famine of 1315–1317 and the end of the Black Death in 1350, when it was nearly 370,000,000.

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Opportunistic Sampling for Joint Population Size and Density Estimation

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