Exhibit Guidance · Visitor Flow Analytics · Collection Security — RTLS for Museums

Museum Indoor Wayfinding & Visitor Flow Analytics System

P-Square delivers an RTLS positioning solution for museums, galleries and convention centres. BLE beacon smartphone positioning provides visitors with exhibit guidance and indoor navigation, while heat maps, dwell-time analysis and trajectory replay quantify how attractive each gallery actually is — objective evidence for curation and circulation design. The same system supports restricted-zone alerts for storage and conservation areas and asset tracking for high-value exhibits.

Pain Points and Solutions by Unit

Unit	Pain Point	Solution
Curation / Operations	There is no data on which exhibits genuinely attract visitors or how long they stay — curatorial success is judged by surveys alone.	Heat maps quantify visitor density by gallery; dwell-time analysis reveals the real drawing power of each area, informing the next exhibition.
Visitor Services	Paper maps make galleries hard to find, and guided tours cannot cover off-peak hours.	Turn-by-turn smartphone navigation; multilingual commentary pushed automatically as visitors approach an exhibit.
Collection Security	Storage, conservation and back-of-house areas must be protected from accidental visitor entry.	Restricted zones raise an immediate alert when a tag enters; historical records can be queried to reconstruct an incident.
Exhibit Management	Special-exhibition logistics and inter-museum loans require tracking and handover records.	Asset tags on exhibit crates provide live location and trajectory replay, preserving a complete movement record.

System Applications

Location Awareness

Visitors, guides and exhibits shown live on the gallery floor plan.

Flow Analytics

Heat maps, dwell time and circulation statistics per gallery.

Targeted Messaging

Commentary, media and further reading pushed on approach to an exhibit.

Indoor Wayfinding

Turn-by-turn guidance to galleries, restrooms and cafés.

Parking Guidance

Visitor parking guidance and find-my-car.

Solution Modules

Module	Positioning Technology	Accuracy / Coverage	Hardware	Core Value
Visitor guidance	BLE beacon positioning	1–3 m	Fixed beacons + visitor smartphone	Automatic exhibit commentary, indoor navigation, multilingual support
Flow & heat map analytics	BLE / Wi-Fi trajectories	Site-wide grid	Back-end software module	Heat maps, dwell time, trajectory replay, period-on-period comparison
Restricted-zone control	BLE	Room level	Staff / visitor badge tags	Immediate restricted-zone alerts and historical record queries
Exhibit asset tracking	BLE / UWB	Room level / 10–30 cm	Asset tags (crate-mountable)	Complete movement record for special exhibitions and loans

Deployment Scenario & Measurable Indicators

Museums and Galleries — Turning Visitor Behaviour into Data

Positioning delivers value on two levels in a museum: a better experience for the visitor, and — for the operator — visitor behaviour converted into data. Heat maps and dwell-time analysis answer directly which gallery draws the most attention and where visitors drop off, questions that neither surveys nor ticket counts can resolve.

Measurable: average dwell time per gallery and its variation by time of day.
Measurable: circulation completion rate — the share of visitors who finish the recommended route.
Measurable: open rate and interaction rate of commentary notifications.
Measurable: number of accidental entries into restricted zones.

Note: the items above are recommended indicators; P-Square assists in defining baselines and measurement methods during assessment. The same back end also provides trajectory replay and layer switching, overlaying floor plans and gallery labels.

Frequently Asked Questions

Do visitors need to download an app?

The guidance function requires either the museum's own app or a web interface. P-Square provides a Web API and iframe embedding, so it can be integrated into an existing official app or ticketing system rather than requiring a separate build.

Exhibitions change constantly — does the hardware need reinstalling each time?

No. BLE beacons are battery powered and require no cabling, so they can be repositioned as the layout changes. Layers and labels in the back end are user-editable, so a changeover only requires updating the floor plan and gallery settings.

How are heat maps and dwell time calculated?

The system retains historical trajectories for every tag and handset. Selecting a date and time range generates the heat map, dwell-time statistics and trajectory replay for that period, with filtering to compare specific visitor groups.

Does collecting circulation data raise privacy concerns?

Smartphone positioning is computed on the visitor's own handset, so the system receives an anonymous position sequence containing no identity data. Where visitor badge tags are used, they are represented by a number that is not bound to personal data. The exact approach can be adapted to the museum's privacy policy.

Turn Visitor Behaviour into Analysable Data

Contact the P-Square project team to plan positioning for exhibit guidance and circulation analytics.

Professional Consultation