Group matching method for search-space reduction, development, proof, and comparison

Published in Expert Systems with Applications, 2025

Group matching method for search-space reduction, development, proof, and comparison preview
Published Expert Systems with Applications

This paper proposes the Group Matching Method (GMM), an interpretable RSS fingerprint matching framework for indoor localization. The method reduces irrelevant training samples before KNN inference, improving localization accuracy and computational efficiency while maintaining model transparency.

Indoor Localization RSS Fingerprinting KNN Explainable ML

Citation

Lin, H., Li, S., & Peng, W. (2025). Expert Systems with Applications.