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RTLS & positioning methods

UWB accuracy and range: what to expect in real buildings

UWB positioning accuracy is how close a reported position is to the true one. Indoors it depends on geometry, line of sight, metal and the update rate.

Intermediate 8 min read Noccela engineering team Updated

Ultra-wideband (UWB) positioning is typically accurate to 10–30 cm where tags and base stations (UWB anchors) can see each other, and to several tens of centimetres in cluttered, metal-heavy halls, with tag-to-base-station ranges of a few tens of metres indoors.

Those figures hold only when the system is planned for the building. This guide explains what an accuracy figure says, what degrades it, how far UWB reaches and how to write a testable requirement.

What is the difference between accuracy and precision?

Accuracy is how close reported positions are to the true position. Precision is how tightly repeated positions cluster, whether or not they are in the right place.

A still tag whose positions scatter over 5 cm, all 40 cm east of the truth, is precise but not accurate. A useful system needs both, and a single datasheet number rarely says which one it describes. Ask four questions:

  • Which statistic? A mean hides the outliers that cause wrong alerts. Ask for the 95th percentile (P95), the error that 95 % of positions stay within.
  • 2D or 3D? Height is usually the weakest axis, because base stations sit at similar heights.
  • Static or moving? A tag on a tripod scores better than a badge on a walking person.
  • Where? An empty test hall is not a racked warehouse.

What affects UWB positioning accuracy?

UWB measures distance by timing radio pulses. Light travels about 30 cm in a nanosecond, so each nanosecond of timing error is about 30 cm of distance error. A bandwidth of 500 MHz or more gives pulses about two nanoseconds long, short enough to pick out the direct path before reflections arrive. Anything that hides that path or weakens the geometry costs accuracy.

Factor Effect What helps
Geometry Ranging errors are multiplied by the dilution of precision (DOP) Surround the area; avoid straight lines
Non-line-of-sight (NLOS) Blocked paths make distances read long, by tens of centimetres or more Enough base stations that every point sees several directly
Multipath Reflections matter little while the direct path is strong Keep base stations clear of large metal surfaces
Human body Absorbs signals at 6–8 GHz and shadows chest-worn badges Wear badges high; add base stations
Metal Racks and machines shadow aisles Plan base stations per aisle
Update rate Moving tags lag behind their reported position Higher rate for fast vehicles
Filtering Less jitter, more lag on turns Tune per tag type
Calibration Wrong base-station positions bias whole zones Careful survey or automatic calibration

Why does base-station geometry matter so much?

Each distance places the tag on a circle around a base station, and the position is where the circles meet. Circles crossing at wide angles barely move when a distance is slightly wrong. Circles crossing at shallow angles, as when all base stations stand along one wall, slide a long way for the same error.

Dilution of precision (DOP) is this multiplier: a DOP of 3 turns a 10 cm ranging error into roughly 30 cm of position error. In a straight line of base stations a tag can even appear mirrored on the wrong side.

Good geometrySmall, round error areaPoor geometrySame ranging error, long error area
White squares are base stations, the black dot is the tag and the yellow shape is where the computed position is likely to fall. Both layouts measure distances equally well; only the geometry differs.

What do bodies, metal and walls do?

A blocked direct path is the main source of large errors indoors. The signal arrives either through material, which slows it, or by a longer reflected route. Both make the distance read long, never short.

The human body absorbs UWB strongly, so a chest badge can lose every base station behind its wearer. People-tracking therefore needs more base stations than asset tracking for the same accuracy. Metal racks and machines leave shadows, especially in long aisles.

How do update rate and filtering change the picture?

The update rate does not improve a single position, but it decides how old the latest one is. A forklift at 10 km/h covers about 2.8 m per second, so at 1 Hz its reported position can trail by up to 2.8 m; at 10 Hz, by about 28 cm. Filters smooth jitter but add delay, so use light filtering for alerts and heavier filtering for analytics.

How accurate is UWB in different environments?

The table gives indicative 2D accuracy at the 95th percentile for systems planned for their environment. Poor geometry or too few base stations can make results several times worse.

Environment Typical conditions Indicative accuracy (P95, 2D)
Sports field or open yard, base stations around the edge Line of sight almost everywhere 10–30 cm
Open production or assembly hall Mostly line of sight, some machines 20–50 cm
Warehouse with high racking Aisles shadowed by racks and goods 30 cm–1 m, better with base stations planned per aisle
Hospital, office or care home Walls and doors between rooms Reliable room and zone level; tens of centimetres inside well-covered rooms
Badges worn by people, any site The wearer’s body shadows the badge Noticeably worse than tags with a clear view

How far does a UWB signal reach?

EU and US rules limit UWB to a very low power density, a mean of −41.3 dBm/MHz, which protects other radios and keeps the range short. Indoors with clear line of sight, a tag and a base station can usually range over a few tens of metres; larger datasheet figures come from open space. Plasterboard, wood and glass let the signal through with some loss, brick and concrete weaken it strongly, and metal blocks it.

Range is not coverage. A 2D position needs at least three base stations in view and a 3D position at least four, ideally from different directions, so base stations sit much closer together than their maximum range. On a square grid, one base station per 200 m² means about 14 m between neighbours; one per 500 m² means about 22 m.

How should you specify an accuracy requirement?

Start from the decision the data supports, not from the best number on offer. Over-specifying accuracy adds base stations without adding value.

What you need to know Accuracy usually enough
Which room or zone a person or asset is in 1–3 m
Which aisle or lane a vehicle is in 0.5–1 m
Which bay, workstation or pallet slot 0.3–0.5 m
Which tool at a workstation, or an athlete’s running line 10–30 cm

Then write the requirement so that it can be measured:

  1. Name the zones. Open floor, racked aisles and yards each get their own figure.
  2. State the statistic. For example “95 % of 2D errors below 50 cm”.
  3. State the tag and its motion. A forklift roof tag at 10 km/h is not a badge on a walking person.
  4. State update rate and availability. For example “at 2 Hz, with a position 99 % of the time”.
  5. Agree the test. Surveyed reference points, normal working conditions, results per zone. ISO/IEC 18305 gives a common vocabulary.

Where to go next

To see how the measurement method affects accuracy, battery life and capacity, read TWR vs TDoA vs AoA. To turn an accuracy requirement into a base-station layout, continue with planning a UWB RTLS deployment and try the base station estimator. Terms such as NLOS and DOP are explained in the glossary, and if you want to test accuracy on your own site, book a demo.

Frequently asked questions

How accurate is UWB indoors?
In a well-planned system, typically 10–30 cm where tags and base stations see each other, and several tens of centimetres in cluttered, metal-heavy areas. Geometry, obstructions and the update rate matter as much as the radio itself.
What is the range of UWB?
Indoors with clear line of sight, a tag and a base station can usually measure their distance over a few tens of metres. Bodies, walls and metal shorten this, and because every position needs several base stations in view, base stations are placed much closer together than the maximum range.
Does UWB need line of sight?
No, but accuracy is best with it. Signals pass through people, plasterboard and glass with a small delay that makes distances read slightly long, while metal and thick concrete block or reflect them.
Can UWB go through walls?
Thin non-metallic walls such as plasterboard, wood and glass let UWB through with some loss and a small ranging bias. Concrete and brick weaken it strongly and metal blocks it, so plan base stations per room or zone instead of relying on ranging through walls.
What is dilution of precision (DOP)?
DOP is the factor by which base-station geometry multiplies ranging errors into position errors. Base stations that surround the tag from different directions give a low DOP; base stations in a line or on one side give a high one.
Does a higher update rate make UWB more accurate?
Not for a tag that is standing still, but it reduces the lag for moving tags. At 1 Hz a forklift driving at 10 km/h moves about 2.8 m between positions; at 10 Hz it moves about 28 cm.
How can I test accuracy before buying?
Mark reference points with known coordinates in each zone, carry a tag over them during normal work and compare the reported positions with the truth. Report the 95th-percentile error per zone; ISO/IEC 18305 describes suitable metrics and test scenarios.

Sources and further reading

Published . Last reviewed by the Noccela engineering team.

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