Spectrum eXperience Management – SXM
SXM is thinkRF’s autonomous spectrum intelligence platform, combining a distributed network of RF sensors with cloud-based AI and ML analytics to deliver continuous, real-time visibility into wireless spectrum activity. It requires no manual configuration or on-site processing — sensors stream data to the cloud, where a three-layer AI and ML framework detects anomalies, identifies interference, and characterizes network behavior automatically. Regulators, mobile network operators, and private network operators use SXM to monitor compliance, resolve interference, and optimize spectrum utilization across their networks.
With unmatched precision, real-time insights, and effortless scalability, SXM empowers Mobile Network Operators (MNOs), Private Network Operators (PNOs), and Regulators to optimize operations, ensure compliance, and maintain a competitive edge.
Addressing Today’s Spectrum Challenges
The increasing demand for seamless communication and efficient spectrum management poses significant challenges for operators and regulators. Crowded frequency bands, unauthorized transmissions, and cross-border interference disrupt operations and threaten compliance. Traditional tools often fall short, offering incomplete data or requiring labor-intensive processes.
SXM fills this gap, delivering real-time insights, actionable intelligence, and comprehensive solutions to navigate today’s complex spectrum landscape.
SXM Platform
SXM operates as a distributed intelligence platform with three integrated components:
RF Sensor Network
SXM Outdoor nodes support permanent fixed-site monitoring; SXMGO units are optimized for mobile and indoor operations. Each sensor continuously scans configured frequency ranges – 9 kHz to 8 GHz – streaming high-resolution spectrum data to the cloud without manual configuration or on-site processing.
Analytics Engine
Cloud infrastructure processes incoming sensor data through the three-layer AI framework, correlating observations across sensors and time to detect anomalies, identify interference sources, and characterize network behavior. Analysis runs continuously; no post-processing required.
Access Layer
The SXM Dashboard provides real-time visualization and interactive analysis. The REST API enables integration with existing OSS/BSS platforms, security monitoring systems, and custom workflows. All data is accessible remotely from any location.
Key Benefits:
Real-time monitoring of spectrum activity.
Scalable deployment for urban, suburban, and rural applications.
Enhanced decision-making with actionable insights.
How It Works:
Deploy Sensors: Autonomous, portable sensors monitor RF activity across environments.
Analyze Data: Real-time analytics identify anomalies and trends.
Take Action: Proactive alerts and insights enable swift resolution of issues, ensuring compliance and efficiency.
Review Results: Interactive dashboards and reports provide a comprehensive view of spectrum performance.
Deployment Options:
SXM Outdoor
Built for harsh environments with an IP65-certified, rugged design that withstands any weather conditions. Supports AC/DC power and offers flexible mounting options – pole, tripod, vehicle (single external antenna port), and more.
SXMGO
Optimized for indoor & mobile operations, with four independent RF inputs enabling sequential scanning across antennas without physical reconfiguration. Powered by hot-swappable batteries or AC/DC, and lightweight to be carried in a backpack or vehicle.
Trusted by Leading Regulators & Operators
SXM is deployed by national telecom regulators, mobile network operators, and private network operators across five continents and over 50 countries.
Key Use Cases for SXM
1
Spectrum Bands Utilization (3GPP)
Optimize spectrum allocation for better coverage and efficiency.
2
Network Infrastructure Analytics (3GPP)
Gain actionable insights to enhance network planning and performance.
3
Wireless Competitive Intelligence
Monitor competitor activity and optimize spectrum strategies.
4
License Compliance (3GPP)
Ensure adherence to spectrum regulations with continuous monitoring.
5
Illegal Transmission Detection
Identify and mitigate unauthorized spectrum use promptly.
6
Interference Detection (3GPP)
Address interference to maintain seamless communication.
7
Spectrum/Channel Occupancy
Monitor and optimize channel usage to reduce congestion.
8
Cross Border Interference Detection
Resolve signal disruptions across international borders.
9
Real-Time Spectrum Analysis
Continuously monitor and address spectrum issues as they arise.
10
CBRS Monitoring
Manage the 3.5 GHz CBRS band efficiently for enhanced performance.
11
Indoor RF Testing
One device for walk-through testing and long-term indoor monitoring.
12
Mobile Drive Testing
From vehicle roof to backpack – one platform for every mobile survey scenario.
Proven Increase in Spectrum Experience
Regulatory & Standards References
Ready to See SXM in Action?
thinkRF SXM is deployed by regulators, mobile operators, and private network operators across five continents. Talk to the team about your spectrum monitoring requirements – or explore the full SXM FAQ for detailed answers on deployment, capabilities, and pricing.
Last updated: May 2026