AI Meets Spectrum

A New and More Effective Approach to Address RF Interference

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New Powerful AI Analytics for Your Automation Framework

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Quickly Identify & Locate RF Interference Sources

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Enhance 5G NR Readiness

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Spectrum-NET incorporates novel technologies within its seven stages of highly advanced interference analysis.

Hear What Our Clients Say About Spectrum-NET

Spectrum-NET is integrated with our automation framework and is critical for addressing RF interference affecting the Smart Axiata network.

Andrey KuzinCTO of Smart Axiata & CTO Strategy Lead in Axiata Group

Spectrum-NET is an impressive solution that provides a new perspective on our RF interference challenges and delivers excellent results.

Thet Tun OoMPT Myanmar Executive Advisor

INCREASE

200
Drop Rate
200
Access Failure Rate
50
Handover Failure Rate

Typical Impact of Interference on a Network

DECREASE

40
Uplink User Traffic
20
Downlink User Traffic
75
RF Coverage
AN AVERAGE OF

7.5%

OF CELLS EXPERIENCE SEVERE INTERFERENCE.
ACTIVE INTERFERENCE EVENTS

66%

OF THE TIME

Automated AI-driven

RF Interference

Mitigation Engine

Advanced Automation

Identifies, locates, and prioritizes interference events through continuous analysis of RAN data.

Breakthrough Innovation

Classifies interference types using deep Convolutional Neural Network models to quickly mitigate interference events.

Total Flexibility

Seamless analysis of all RF bands within multi-vendor NR, LTE & UMTS mobile operator networks.

Highly Scalable

Web-based, cloud-ready & containerized with extensive mapping, visualization & reporting capabilities.

Interference Hunting

Watch the industry’s very first integration of a portable interference hunting solution with a spectrum analytics solution!

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PIM Interference

Watch how Spectrum-NET applies AI-based analytics to automatically capture PIM interference events and integrates with CCI’s PiMPro Tower analyzer.

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TDD Self-Interference & Tropospheric Ducting

Watch how Spectrum-NET enables operators to automatically address ducting-induced interference in a highly effective manner by applying AI-based analytics.

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Rapid External Interference Mitigation

The fastest and most effective way to solve RF interference issues with Spectrum-NET and the Rohde & Schwarz Mobile Locator and PR200.

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Realize the Full Value of Your Spectrum

Massive Investment Into Spectrum by Mobile Operators

The value of spectrum licenses held by mobile operators across the globe is estimated to be well over one trillion USD. US operators invested over $80B USD in the first phase of the C-Band auction (Jan 2021) to obtain critical spectrum for their 5G NR networks. RF interference sources are severely degrading this vital resource. Categories of RF interference include external interference (e.g., bi-directional amplifiers, RFID scanners, CATV cable egress), PIM interference, faulty hardware, TDD self-interference, cross border interference, interference carried by tropospheric ducting and RAN-generated interference. RF interference reduces network capacity, degrades quality of experience for subscribers, elevates operational costs and diminishes spectrum value.

A New and Novel Approach to Address RF Interference

Mobile operators now have the opportunity to apply state-of-the-art automated AI-driven RF interference analytics to address RF interference in new and far more effective ways. Learn about the highly innovative solution that leading mobile operators have been deploying rapidly and seamlessly across their multi-vendor 5G NR, LTE and UMTS networks to drive their RF interference mitigation processes and maximize the value of their licensed spectrum and RAN infrastructure.

Critical Business Need for Clear Spectrum

Operators lack visibility into harmful RF interference. Existing processes for addressing interference are cumbersome, manually intensive, and involve a lot of trial and error while the operator struggles to identify and mitigate sources. Without advanced automated analysis, the resulting degradations to network capacity and increased OPEX from RF inference is having a material adverse impact on an operator’s business, costing mobile operators billions of dollars per annum.

RF Interference Challenges Intensify with 5G NR

To meet expectations with this massive new investment into 5G NR networks, new RF interference challenges must be addressed quickly:

Spectrum Clearing:

Legacy devices (e.g., WiMAX) transmitting inside the 5G NR band allocations will generate additional external interference.

Increased PIM Interference:

As new 5G NR bands are added, the amount of PIM interference events will increase on UMTS, LTE and 5G NR channels

TDD Self-Interference:

5G NR TDD channels suffer from severe self-interference during periods of tropospheric ducting.

Cross Border Interference:

Challenges with band allocations, synchronization and legacy equipment from neighboring countries including during periods of tropospheric ducting.

Performance Impact:

This interference will substantially impact the UL performance of 5G cells. Due to channel reciprocity applied for the DL channel estimation, the DL performance will also be substantially impacted.

Revolutionary Spectrum Analytics

Spectrum-NET, enables mobile operators to rapidly resolve interference events at a much higher success rate, improve subscriber QoE, and network KPIs, surgically deploy field assets, save OPEX and restore spectrum value.
Automatic Detection

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Spectrum Analytics

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Total Flexibility Across RAN Vendors

Industry Alliances

It’s easy to get started.

1

Tell us about your
network.

A dedicated RF system analyst guides you through the process.

2

We’ll analyze your network data.

Seven stages of highly advanced interference analysis are performed.

3

Get comprehensive, actionable reports.

Prioritize and rapidly resolve your most pressing interference issues.

4

Deploy and fully automate.

Automatically and continually capture anomalous interference events.

Learn More About Spectrum-NET

Learn how the world’s leading mobile operators are using Spectrum-NET to drive RF interference mitigation processes and maximize licensed spectrum value.

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