MESH – THE NEXT STEP IN INDOOR ASSET TRACKING

Indoor asset tracking has always been a challenge. Warehouses, factories, hospitals, and logistics hubs are complex environments filled with concrete walls, metal structures, and multiple floors. As a result, tracking systems lose accuracy, struggle with interference, rely on single points of failure, and require heavy infrastructure that is costly to install and maintain.

In case of traditional wireless technologies, remote updates are limited, scalability becomes difficult, and inventory data is often unreliable precisely where visibility matters most. Meanwhile, Mesh connectivity overcomes indoor limitations by creating an efficient self-organising network of devices.

THE TYPICAL USE

Bluetooth has become a widely adopted technology for tracking assets that transmit short-range signals to be picked up by nearby scanners and forwarded to a cloud.

This model works well for scenarios where assets move between locations rather than remain inside one facility. It provides clear insights at key points, such as when equipment enters or leaves a warehouse, arrives at a site, or moves between zones. For many businesses, this level of visibility is both practical and cost-effective.

WHEN NEEDS GROW MORE COMPLEX

As tracking requirements evolve, so do expectations. Businesses want to locate assets inside large buildings, across multiple rooms or floors, and to see thousands of items at the same time.

At this scale, Bluetooth-based systems face practical limitations. Each scanner can process only a limited number of devices simultaneously. Expanding coverage by adding more scanners may work for a small number of zones but becomes difficult and expensive in large facilities. Installation effort increases, additional connectivity is required, and infrastructure costs begin to outweigh the benefits.

This makes traditional Bluetooth® tracking best suited for low-density environments and zone-level visibility, rather than indoor tracking.

TAKING IT FURTHER

At Teltonika, asset tracking has so far been addressed through BLE EYE Beacons, BLE EYE Sensors, and asset trackers based on Bluetooth® technology, supporting a wide range of use cases both indoors and outdoors.

As tracking systems evolve and indoor environments become more complex, Wirepas Mesh is a natural next step, enabling a more connected approach to asset visibility.

Teltonika’s EYE Beacon Mesh and EYE Sensor Mesh, instead of relying on direct communication with individual scanners, form a self-organising network that routes data through nearby anchors.

There is no single control point. If one device goes offline or a path becomes blocked, the network automatically finds an alternative route. When new devices are added, the system adapts without manual reconfiguration. This makes Mesh stable, flexible, and well-suited for complex indoor layouts.

HOW A MESH-BASED SYSTEM WORKS

A Mesh-based indoor tracking system typically consists of three key elements: gateways, anchors, and Mesh tags. EYE Mesh tags connect to the network as soon as they are activated and collect essential data such as identification, temperature, or motion, depending on the use case. No complex pairing or manual configuration is required.

Anchors receive data from nearby tags and communicate with each other, passing information across the network. Being battery-powered and SIM-free, they are easy to install and reposition, even in challenging locations.

Gateways serve as the link to the cloud. They gather information from the anchors and forward it to user platforms, where data becomes available for monitoring, analysis, and operational decision-making.

In this connected system, data moves reliably across rooms, floors, and zones, reaching the cloud without depending on fixed communication paths.

BUILT FOR SCALE AND DENSE ENVIRONMENTS

Mesh connectivity scales naturally. Hundreds or thousands of tags and anchors can be added over time and the network balances communication automatically. This allows businesses to start with a limited deployment and expand without redesigning the infrastructure.

It also performs well in high-density environments. Devices coordinate communication to reduce interference, keeping the network stable even when many sensors operate close to each other.

FROM LIMITED VISIBILITY TO CONNECTED BUILDINGS

Limited indoor visibility has real everyday challenges. According to Trimedika, more than one-third of nurses spend at least one hour per shift searching for equipment needed for patient care. Similar challenges appear in warehouses and production facilities, where time is often lost locating assets instead of using them.

Mesh connectivity helps address these issues by reducing infrastructure complexity, improving reliability, and enabling continuous indoor visibility across large and complex spaces. By allowing devices to communicate with each other and adapt to their surroundings, Mesh turns buildings into connected environments rather than isolated zones. For businesses that rely on accurate indoor asset tracking, this technology offers a practical and scalable way to move beyond the limitations of traditional indoor tracking.