RF Interference Mitigation Through Machine Learning Analytics

The Spectrum-NET Solution

Revolutionary Spectrum Analytics

Spectrum Effect’s revolutionary solution, Spectrum-NET™, provides innovative RF interference mitigation capabilities for operators to maximize and make efficient use of highly valuable mobile spectrum. Protected by 11 issued patents, Spectrum-NET enables mobile operators to rapidly identify, characterize, localize and assess the impact of sources of external and unintended internal RF interference. 

Automatic RF Interference Detection

Spectrum-NET automatically detects, characterizes, locates and assesses the impact of external and unintended internal RF interference. Spectrum-NET operates throughout multi-vendor LTE and UMTS networks on a continual basis without service interruption or dependency on external probes.

» Discover how Elisa identified previously undetectable RF interference with Spectrum-NET

Deep Machine Learning

Spectrum-NET incorporates both traditional and deep machine learning (ML) capabilities to detect and classify interference within operator networks. The Spectrum-NET machine learning framework allows ML models to be trained using operator network data, as well as the deployment of pre-trained ML models. The Spectrum-NET ML framework detects when ML GPU hardware is available to accelerate ML algorithm execution.

Advanced Spectrum Analytics

Spectrum-NET has the unique ability to detect, isolate, classify and locate external RF interference for any UMTS and LTE network. Engineers have granular network visibility and hands-on configuration abilities through Spectrum-NET’s intuitive and easy-to-use web-based interface.

Spectrum-NET is a web-based, cloud-ready, highly scalable solution with extensive mapping, visualization, and report generation capabilities. Built on a container-based microservices architecture, Spectrum-NET can be deployed within any operator private cloud and scales to millions of cells per instance.

Solution Roadmap

The Spectrum-NET roadmap includes additional high-value RF mitigation capabilities and supports the mobile network evolution to network densification, 5G and shared spectrum environments. The Spectrum-NET solution will evolve to become fully ONAP compliant. The open Spectrum-NET Machine Learning framework will enable operators to extend the value of Spectrum-NET.

Take the first step to effectively address external and unintended RF interference within your network: request a Spectrum-NET trial.


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About Spectrum Effect
Spectrum Effect’s revolutionary solution, Spectrum-NET, helps operators make the most of their valuable spectrum assets by rapidly identifying, locating and mitigating sources of RF interference and optimizing networks for future sharing opportunities.

Spectrum Effect has developed the key technology building blocks needed to rapidly maximize and monetize limited spectrum resources on today’s networks.
Spectrum Effect Product Solutions, Identify & Mitigate External Interference
As data demand steadily escalates, Spectrum-NET provides operators with the deep network visibility needed to protect their sizable investment in licensed spectrum and ensure ongoing service quality.
Spectrum Effect’s breakthrough, Spectrum-NET, addresses this dilemma by enabling mobile operators of shared spectrum networks to rapidly identify, characterize, and locate sources of external interference during normal network operation with no downtime.
Spectrum Effect’s Spectrum-NET solution has the advanced technology needed to provide a clear picture of complex, overcrowded 5G networks.
Spectrum Analytics at Mobile World Congress
As spectrum sharing solutions such as LTE-U, CBRS, and LSA are deployed, the external interference will dramatically increase by design making Spectrum-NET’s external interference management capabilities an even more critical asset for operators.