Sogudo for business

A propagation model, calibrated in the field

Sogudo computes how the mobile signal spreads from every declared antenna, then corrects the model with measurements taken on the ground. The result compares carriers independently at any point of a territory.

Three steps from antenna to API

We locate every antenna

We collect the exact position and technical characteristics of every 3G, 4G and 5G antenna from 21 official national regulators (ACMA, RTR, BIPT, ANATEL, ISED, SUBTEL and more).

We simulate how signal travels

From each antenna, our algorithm computes signal propagation in 3D, accounting for terrain elevation, buildings, distance and atmospheric conditions. Every square metre gets a computed signal quality score.

We calibrate with field data

Real-world speed measurements are compared with what the model predicts at the same spot, and the gaps are used to correct it. The calibrated model then gives every carrier a comparable value at any point of the country.

Official antenna registers

Antenna positions come from the registers that national regulators make public. No carrier feeds the model. Each of the 21 live countries has its own antenna dataset built from these official sources.

Global dataset

GEDTM30 v1.2 — Global Ensemble Digital Terrain Model, 30 m

Terrain comes from GEDTM30, a global 30 m digital terrain model built by OpenGeoHub from the Copernicus WorldDEM-30 (European Union and ESA, from the DLR/Airbus TanDEM-X mission) and the Japanese AW3D30 (JAXA), corrected with ICESat-2 and GEDI laser altimetry. For every antenna we compute which ground cells are in line of sight: a hill or a ridge between you and the antenna removes the coverage behind it, instead of drawing a full circle.

Licence: CC BY 4.0

Global dataset

BD ALTI® 25 m

Terrain comes from IGN's BD ALTI® 25 m digital terrain model (sea and foreign areas filled with GEDTM30). For every antenna we compute which ground cells are in line of sight: a hill or a ridge between you and the antenna removes the coverage behind it, instead of drawing a full circle.

Licence: Licence Ouverte / Open Licence 2.0 (Etalab)

An algorithm that keeps improving

Each factor below enters the model as soon as a country publishes the data for it, so precision improves country by country.

  1. Antenna characteristics

    Height, azimuth, tilt and frequency band of each antenna. Regulators do not all publish the same fields, and the model uses every one that exists in a given country.

  2. Terrain

    Elevation models show where hills and valleys block or reflect the signal.

  3. Buildings and land cover

    Building height, forests and open ground change how far a signal carries. They enter the model country by country as the data becomes available.

  4. Network load

    Where load data exists, the model reflects the speed shared between users and not only the signal level.

  5. Growing every day

    Measurements from our users

    Every speed test run by a Sogudo user is compared with the model. The more tests come in, the more precise the next calculation gets.

Recognised research

Our propagation model was validated with Inria, the French national research institute for digital science, and Sogudo is supported by Bpifrance.

  • Inria
  • Bpifrance

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