Precise Indoor Positioning with Ultra-wideband (UWB) RTLS technology

Intro

Indoor positioning using BLE Beacons or WiFi are suitable for use cases where room-level or 2+ meters positioning accuracy is required, but this limited positioning precision and latency of positioning updates, means there is a need for a more precise technology.

Luckily, we now have Ultra-wideband (UWB) based positioning systems which can deliver extremely precise and fast positioning information. This new technology unlocks a variety of use cases, data analytics and experiences which were previously not possible. The article will present the benefits of UWB, how it works and some real-world examples of precise indoor positioning using UWB.

From Beacons to Ultra Wideband (UWB)

TheiBeacontechnology is popular today, being used widely with smartphone apps that deliver location specific content automatically to the user indoor or outdoors. Beacons are great as most devices have a bluetooth receiver and can communicate with beacons, but they do have their limitations in terms of positioning accuracy and latency.

There are many developers and content producers searching for more precise location detection, and more frequent location updates than what beacons can provide. To answer the demand for such a system, we developed and integrated a precise location service solution based on measuring distance usingUltra Wideband (UWB).

Learn more:BLE Beacons vs. UWB for Indoor Positioning

iBeacons – Keeping within the limitations of the technology

Locatify have been makingAutomatic Museum Guidesproviding an immersive audio experience, using the iBeacons, since they were first introduced in 2014. Two types of content triggering have been used; proximity triggering using a radius to an object (Exhibition piece) and by calculating the user’s position viatrilaterationand a grid of iBeacons.

Our advice to content producers is to keep the iBeacon limitations in mind when designing content and planning content delivery. A bad user experience is when the audio guide starts jumping automatically between stations (chapters), or the user has entered an area and the chapter doesn’t play automatically or starts late. Beacon installations can be difficult and may have to be improvised for each location due to environmental factors affecting theBluetooth Low Energysignal.

There are other location and proximity detection methods out there, and they all have their pros and cons. “Magnetic-field fingerprinting” technology to estimate location may work well for supermarkets with aisles, but not for open floor spaces like museums, galleries and airports.

Learn more:BLE Beacon limitations

Ultra-Wideband Introduced

The UWB spectrum was opened for commercial use in 2005 by the FCC for pulse-based transmission in the 3.1 to 10.6 GHz frequency range. Applications target sensor data collection, precision locating and tracking applications which is the focus here.

With UWB, we measure the time it takes the signal to travel from transmitter to receiver in order to calculate the distance in centimeters. This method gives much better distance information than determining distance based on signal strength with iBeacons.

The apps can receive precise location data (less than 20 cm deviation) and location updates can be delivered every 100 ms if necessary.A user will carry a small UWB tag to monitor their exact location. The tag is equipped with a UWB transmitter and can feed of the phone’s USB port or with a coin-size battery with 1 year lifetime. It sends out a ping signal via UWB for every location update and is also equipped with an acceleration-meter which will keep it at rest if it is not moving.

Ultra-Wideband Installations

The tag can be attached to the headphone, to the device itself or to the user’s body. The extra tag is necessary because the smartphone does not have any UWB hardware yet.

UWB Anchors are installed on the venue’s walls in fixed locations up to 25 meters apart. They can be 2.5m – 5m meters above floor level and have to be at least 15 cm from the wall or ceiling. The anchors can be powered via USB orPoE(Power Over Ethernet). For example, a 10000 mAh USB battery can power the anchor for 50-60 hours or so.

At least 4 anchors are needed for a 25×25 space. The anchors synchronize their internal clock via Ethernet cable or WiFi and then listen for pings from the UWB tags. Once synchronized, they record the time when the signal was received and pass it to a backend “Real Time Location Server” (RTLS) which calculates the tag’s position based on time difference of signal arrival at the anchors (TDoA).

The RTLS apps subscribe to location updates from the RTLS backend service using standard websockets or RESTful APIs to read the location data of a tag. The RTLS has other nice features like recording location data and presenting reports like heat-maps and such.

UWB installations are far easier to setup than iBeacons and more predictable than iBeacon setups. What’s needed are anchors on walls, RTLS Mini-PC box, tags and WiFi. The content designer will then make the Guide in the Locatify Creator CMS and publish to the apps.

Read more:BAM Homestudios – 4800m2 UWB Indoor Positioning Case Study (Utrecht, Netherlands)

So why UWB now?

Big-industries have been using UWB for location detection of robots and transmission of sensory data in situations like automated warehouses for a few years. UWB solutions have historically been very expensive and therefore only applicable in larger industries and military installations.

In late 2015 we eyed an opportunity to offer precise indoor location services at an affordable price and started developing our own integration of UWB into our platform. It was now possible because the price of UWB solutions began to drop when the companyDecawavebegan selling inexpensive UWB chips that can be embedded into pretty much anything. The chip is able to schedule transmission of UWB packets and measure to picoseconds the time a signal is received.

With this ability, it becomes possible develop algorithms to calculate distances based on the signal’s “Time of Flight” (ToF) or “Time Difference of Arrival” (TDoA).

How did we get here?

Locatify began the development of a UWB based solution in 2016 with the aid of the Icelandic research fund (Rannis). The DecawaveDWM-1000module was at the core of the solution.

We first did a proof-of-concept using the DecawaveTREK-1000development kit, and then moved on to creating our own prototype that would fit our need. The prototype consisted of a tag the user carries with them and anchors that are fixed on the walls. Both were USB powered and the hardware the same except the tag also had Bluetooth to communicate distance to anchor values to the smartphone app.

Protype-0 was wired up of ready madeNucleo-64prototyping boards from ST Microelectronics. Bluetooth controller to it. The first software was written in the quick prototyping tool mBed.org. With this we refined the initial versions of our code.

Then it was time to build Prototype-1, which was our ownMCUhardware with all components soldered on the board and port the code to the new hardware. The tag was about the size of two AA batteries.

Software Algorithms for location detection

We started of using aTwo-Way-Rangingalgorithm for finding the distance between anchor and tag and later moved on to theTime-Difference-of-Arrivalmethod.

Two-Way-Ranging method and result message sent to the tag

Then we began experimenting with the software and implemented the Two-Way-Ranging algorithm to calculate the distance between a fixed location anchor and a mobile tag. The tag would initiate the communication with each anchor with a “poll”, the anchor will reply with a “response” message, the tag replies back with a “final” message, then finally, the anchor reports the distance calculation in a “result” message back to the tag.

We then added an optional “results” message from the anchor to the tag so the tag would have the distance measurement and deliver it via bluetooth to the smartphone app.