INTERFERENCE ANALYSIS SOLUTION
Automate the identification and resolution of RF interference
The spectrum represents a highly limited and valuable resource susceptible to unexpected interferences, presenting various challenges associated, as outlined below.
CHALLENGES
RF Interference has the potential to degrade signal quality in the uplink, resulting in disruptions, dropped connections, or lower data throughput. Consequently, this adversely affects both the overall user experience and the reliability of wireless services.
RF Interferences significantly impact the customer experience
RF interference places a strain on the workforce, escalating the need for heightened monitoring and resolution efforts. Network engineers dedicate extensive hours to manually identify and address these issues.
The traditional approach to interference analysis is labor-intensive
The location of the interference source can be very difficult and time consuming for field measurements teams becaue it usually implies field measurements.
The process of identifying the interference source is quite time-consuming
Identifying common patterns across various sites necessitates manual analysis of dozens of cells simultaneously, translating to a significant investment in engineering hours
Analyzing the affected area poses considerable challenges
Kenmei automates the detection, classification, root-cause analysis, and geolocation of RF interference, effectively mitigating its impact on your network using AI.
VALUE PROPOSITION
Automatically identify and classify uplink (UL) interference patterns, while pinpointing the root causes for a comprehensive understanding and efficient resolution.
AUTOMATED ROOT CAUSE ANALYSIS AND CLUSTERING
Rank network issues using a variety of metrics, such as the affected area and QoS, and bandwidth, for a comprehensive evaluation and prioritization.
NETWORK ISSUES PRIORITIZATION
Utilize geolocation maps to precisely identify areas affected by RF interference in your network, equipping engineers with an exact and accurate search area.
ESTIMATED GEOLOCATION OF ORIGIN SOURCE
Analyze temporal patterns and impacted Physical Resource Blocks (PRBs) for all cells in the network to gain insights into performance variations and optimize overall efficiency.
TEMPORAL ANALYSIS OF RF CHANNELS
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Automated RF interference analysis enhances wireless communication by swiftly and accurately identifying issues, optimizing the network, enabling a prompt response and providing a new perspective on your RF interference challenges.
BENEFITS
Resolving RF interference issues results in extended coverage, improved throughput, and fewer dropped calls, enhancing overall network performance
Improved customer experience
3x
Engineers now spend fewer hours on the comprehensive analysis of RF interference issues compared to previous practices
Engineering hours reduction
-90%
The automation of both detection and classification issues makes the global process much faster than manual analysis
Mean Time to Resolution (MTTR) reduction
+75%
Hidden RF interference issues, especially those associated with common interference patterns, are effectively identified
Hidden issues detection
2x
Slash travel time to remote cell sites by more than 50%, minimizing unnecessary delays and enhancing operational efficiency.
Avoid unnecessary travel time
-50%
A cost-effective alternative compared to employing CPRI probes for PIM detection.