A Geometric Framework for Constraining the Fermi Paradox from Electromagnetic Non-Detections

To the point

A geometry-based framework translates the absence of detectable extraterrestrial signals into quantitative bounds on how many communicating civilizations might exist by pairing a signal-detection probability with a Drake-like estimate of civilization numbers, and it shows that even a single civilization could yield a high detection chance under certain timing conditions while acknowledging the model’s simplifications.

Quantifying the Fermi paradox via passive SETI: a general framework
arxiv.org

Quantifying the Fermi paradox via passive SETI: a general framework

In this paper we consider the extent to which a lack of observations from SETI may be used to quantify the Fermi paradox. Building on previous research, we construct a geometrical model to compute the probability of at least one detection of an extraterrestrial electromagnetic (EM) signal of galactic origin, as a function of the number $N$ of communicative civilizations. We show how this is derivable from the probability of detecting a single signal; the latter is $\approx 0.6 δ/R$, where $δ$ is the distance between the initial and final EM signals and $R$ is the radius of the Milky Way, for $δ/R \ll 1$. We show how to combine this analysis with the Drake equation $N = \mathscr{N} δ/c$, where $c$ is the speed of light; this implies, applying a simplified toy model as an example, that the probability of detecting at least one signal is $99 \%$ for $δ/ c \gtrsim 10^{2.8}$ years, given that $\mathscr{N} = 1$. Lastly, we list this toy models significant limitations, and suggest ways to ameliorate them in more realistic future models.