Roadmap

Q4 2024 – Oct-Dec

• Release of documentation.
• IPEN data processing: documentation and all mandatory functions.
• GPS contexts from QGIS, geojson.
• Wear time.
• Sleep-over checker and sanity checkers.
• Parsers: Gadgetbridge
• Steps to PA intensity.
• PA sequency mapping.

Q1 2025 – Jan-Mar

• Dataset with RAW accelerometry and GPS (with annotated trips, locations).

Q2 2025 – Apr-Jun

Future

• Taxonomy: implementation and graphical documentation.
• Better GPS preprocessing (lone fixes removal, discard speed spikes).
• Resampling: Uniforming signal.
• Automatic calibration for accelerometry.
• Locations context from OpenStreetMap.
• Map-matching (OpenStreetMap, GTFS).
• Motus wrapper + correct placement sensor checker.
• PA metrics: ENMO, MIMS, MADS etc.
• Parsers: GGIR, Axivity (CWA), SenseCAP T1000.
• Expanders: Add address, elevation, weather.
• Chunk processing.
• Multi-sensor support.
• Trip detection: ST-DBSCAN.
• Automatic reports for publications (DOI: 10.1136/bmjopen-2023-077036).
• Transportation mode based on bouts with more categories.
• Reports for participants.