Related Experiment Video
Updated: Feb 3, 2026

A Sensitive Visual Method for the Detection of Hydrogen Sulfide Producing Bacteria
Published on: June 27, 2022
New Approach of High Sensitivity Techniques Using Collective Detection Method with Multiple GNSS Receivers
Maherizo Andrianarison1, René Landry2
1LASSENA Laboratory, Department of Electrical Engineering, École de Technologie Supérieure, Montréal, QC H3C 1K3, Canada. maherizo.andrianarison@lassena.etsmtl.ca.
Collective Detection (CD) enhances satellite signal acquisition in challenging Global Navigation Satellite System (GNSS) environments. This smart cooperative navigation approach selects optimal receivers and satellites for improved positioning accuracy.
Area of Science:
- Satellite Navigation Systems
- Signal Processing
- Cooperative Navigation
Background:
- Global Navigation Satellite System (GNSS) signal acquisition is challenging in harsh environments.
- Collective Detection (CD) offers potential for direct positioning and high-sensitivity acquisition.
- Existing CD methods require optimization for diverse receiver conditions.
Purpose of the Study:
- To develop a novel CD architecture for robust satellite signal processing in adverse conditions.
- To propose an adaptive signal acquisition method based on real-time receiver reception quality.
- To enhance cooperative navigation by intelligently selecting reference receivers.
Main Methods:
- Implementation of a new CD architecture integrating multiple receivers.
- Development of metrics for optimal weighting and selection of visible satellites.
- Analysis of satellite selection based on elevation, C/N0, and Geometric Dilution of Precision (GDOP).
Main Results:
- The proposed CD approach demonstrated effectiveness in challenging GNSS environments.
- Optimal satellite selection based on defined parameters significantly improved signal acquisition.
- Cooperative navigation using selected reference receivers proved successful.
Conclusions:
- The developed CD architecture provides a robust solution for satellite signal acquisition in difficult environments.
- Intelligent selection of receivers and satellites enhances navigation system performance.
- This smart cooperative navigation concept offers a promising direction for future GNSS applications.
Related Concept Videos
Receiver Operating Characteristic Plot
Multiple Allele Traits
Effects of EDTA on End-Point Detection Methods
In the visual method, metal-ion indicators (metallochromic dyes), which have distinct colors in their free and complex forms, are added to the mixture to signal the titration's end point. They form stable complexes with metal ions, but these complexes are weaker than the corresponding metal–EDTA complexes. As a...
Precipitation Titration: Endpoint Detection Methods
In the Volhard method, a standard excess of AgNO3 is first added to the...
Multiple Regression
Farmers can use multiple regression to determine the crop yield based on more than one factor, such as water availability, fertilizer, soil properties, etc. Here, the crop yield is the response or dependent variable as it depends on the other independent variables. The analysis requires the construction of a scatter plot...
Data Collection II

