Spectrum Insights Using AI at the Edge

A scalable solution for spectrum awareness

GPU Edge Computing

Software-defined radios that execute AI apps at the edge to reduce network backhaul

AI Signal Classifiers

AI classifiers that can handle 5G/LTE, WiFi, drone, and a wide range of other signals

Secure IIoT Operations

Management and monitoring of the radio network using industry-standard tools

Spectrum monitoring is crucial across various industries to ensure reliable and interference-free operation of devices that communicate wirelessly. Live spectrum monitoring, in particular, offers real-time visibility into the radio frequency environment, allowing organizations to quickly detect, identify, and respond to sources of interference or unauthorized transmissions. This capability helps maintain the performance and reliability of wireless systems, whether they’re enabling mobile communication, air traffic control, or industrial automation. Without active spectrum monitoring, companies risk experiencing degraded system performance, unplanned downtime, safety hazards, and even regulatory violations. In mission-critical environments—like aviation or manufacturing—such disruptions can lead to costly delays, compromised safety, and loss of productivity. Live spectrum monitoring empowers organizations to stay proactive, troubleshoot faster, and maintain control over their wireless infrastructure in an increasingly crowded and complex RF landscape.

RF Data for Operational Insights

RF Data Operations - Telecommunications & 5G

Telecommunications and 5G

Ensure efficient and interference-free use of radio frequencies

With the growing demand for wireless communication— from mobile networks to IoT devices— monitoring the spectrum allows service providers to detect unauthorized transmissions, manage congestion, and quickly respond to anomalies. This ensures consistent service quality, supports regulatory compliance, and enables dynamic spectrum allocation, which is critical for next-generation networks like 5G.

Deepwave’s spectrum monitoring solution uses AI to classify LTE/LTE UPLINK, 5G, WiFi, WCDMA, CDMA2k, GSM, P25, ATSC, FM, Bluetooth, and Unknown Signals. Using AIR-T with AirStack enables a secure and scalable solution.

RF Data Operations - Aviation Safety

Aviation Safety

Maintaining the safety and reliability of communication, navigation, and surveillance systems

Aircraft and air traffic control rely heavily on radio frequencies for exchanging vital information. Interference—whether accidental or intentional—can disrupt these systems and pose significant safety risks. Continuous spectrum monitoring helps detect and locate sources of interference, ensures compliance with frequency regulations, and safeguards the integrity of mission-critical aviation systems.

From radar to drone communications signals, the AIR-T with AirStack can detect and locate RF emitters to provide situational awareness and safety to critical infrastructure, such as airports.

RF Data Operations - Manufacturing

Manufacturing

Prioritize wireless systems for automation, robotics, and real-time monitoring of equipment

Spectrum monitoring ensures these industrial wireless systems operate without interruption by identifying potential interference from other devices or machinery. This is especially important in facilities with dense electronic activity, where even minor disruptions can lead to production delays, safety hazards, or equipment malfunctions. Proactive spectrum monitoring helps maintain operational efficiency, system integrity, and workplace safety.

The AIR-T with AirStack is a versatile solution that can be tailored to your complex RF environment.