New technology integrated into Automated License Plate Recognition (ALPR) systems now allows for the detection of wireless signals emitted by consumer devices, including smartphones, AirPods, and smartwatches. Developed by Leonardo, the system—known as SignalTrace—adds a layer of passive wireless monitoring to standard camera-based plate tracking, sparking a debate among privacy advocates regarding the scope of roadside surveillance.
The technology functions by identifying unique identifiers broadcast by Bluetooth and Wi-Fi-enabled devices. While traditional ALPR systems rely on optical character recognition to log vehicle movements, SignalTrace aims to create a more comprehensive profile by linking a vehicle’s license plate to the electronic signatures of devices carried by its occupants. According to official documentation from Leonardo, the system is designed to assist law enforcement in identifying vehicles of interest even when optical data is obscured or license plates are missing.
How SignalTrace Technology Monitors Wireless Signals
SignalTrace operates as a sensor-based add-on for existing surveillance infrastructure. By intercepting the “handshake” signals that personal electronics frequently broadcast—such as probes for known Wi-Fi networks or Bluetooth connection requests—the system can log the presence of specific devices within a defined range of the sensor. As noted in company press materials, this capability is intended to provide “situational awareness” for public safety agencies, allowing them to track patterns of movement across a network of sensors.

The technical architecture involves a radio frequency (RF) scanner integrated directly into the camera housing. This dual-mode approach allows the system to capture both the physical identification of the vehicle and the digital footprint of the passengers simultaneously. Because most modern smartphones are configured to constantly scan for nearby wireless signals to maintain connectivity, they essentially act as beacons that can be tracked by stationary sensors without requiring a direct connection to a network.
Privacy Concerns and Regulatory Oversight
The implementation of wireless device tracking in public spaces has drawn scrutiny from privacy organizations. The primary concern centers on the collection of data from individuals who are not the subjects of active law enforcement investigations. Unlike traditional ALPR, which is limited to the public display of a license plate, SignalTrace captures data from devices that are generally considered private, personal effects.

Under the General Data Protection Regulation (GDPR) and various regional privacy laws, the collection of persistent identifiers—such as MAC addresses or Bluetooth IDs—can be classified as personal data. Legal experts often point out that the passive collection of these signals without explicit consent or a specific warrant may challenge existing Fourth Amendment protections in the United States and similar privacy frameworks internationally.
Balancing Public Safety and Digital Anonymity
For law enforcement agencies, the appeal of SignalTrace lies in its ability to overcome the limitations of optical surveillance. In cases of hit-and-run incidents or kidnappings, a vehicle might be disguised, or its plates might be swapped. By identifying the unique Bluetooth signature of a device known to be associated with a suspect, agencies argue they can maintain tracking capabilities where cameras fail.
However, critics argue that the “passive” nature of the tracking is misleading. Because the device emits signals automatically, the user has no practical way to “opt-out” of being tracked by a passing sensor array. This creates a scenario of continuous, involuntary surveillance. As companies like Leonardo continue to deploy these integrated systems, the burden of regulation will likely shift toward local governments, which must decide whether to authorize the purchase and use of such equipment within their jurisdictions.
What Happens Next for Roadside Surveillance
The adoption of SignalTrace and similar wireless identification technologies is expected to be a primary topic during upcoming legislative sessions regarding public safety technology and data privacy. As of late 2024, there is no federal mandate in the United States governing the specific use of RF sensors in ALPR systems, leaving the policy landscape fragmented across state and municipal lines.

Observers should monitor upcoming city council meetings and state legislative committee hearings, where the procurement of advanced surveillance tools is typically debated. Public records requests regarding the deployment of “integrated sensor arrays” are often the most reliable method for residents to determine if such technology is currently operating in their vicinity. For those concerned about device tracking, disabling Bluetooth and Wi-Fi when not in active use remains the only technical method to minimize the broadcast of unique device identifiers, though this does not impact cellular-based tracking methods used by telecommunications providers.
We invite readers to share their thoughts on the balance between public safety and digital privacy in the comments section below. Stay tuned for further updates as legal and regulatory frameworks evolve to address these new surveillance capabilities.