This dataset includes synchronized data collected individually from three modalities—OptiTrack motion capture, Software-Defined Radios (SDR), and radar sensors. The data was generated to evaluate and compare their performance in enhancing indoor localisation accuracy for unmanned ground vehicles (UGVs). The dataset includes raw data from each modality, temporal alignment files, and metadata for synchronisation.