Aggregated RF Maps for Faster Beam Management in New Environments
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Solution Overview
Problem
UEs operating in new environments face latency and inefficiency in generating RF maps, which hinders effective beam management, handover, and roaming operations.
Innovation Solution
A method and apparatus for transmitting and receiving RF maps associated with position and camera information, enabling transformation and aggregation of RF maps across multiple UEs to facilitate quicker and more efficient communication.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If a UE generates RF map information independently in a new environment, then the UE can eventually obtain accurate RF map data, but the process takes too much time and causes delayed optimization of wireless connections
Solution Approach 1:
The network node pre-generates RF map information based on historical data and environmental characteristics before the UE arrives or before the UE needs to operate in that environment. When the UE enters the new environment, it receives the pre-generated RF map information immediately, avoiding the time-consuming process of independent RF map generation while still obtaining accurate data.
2Loss of time
If the network provides pre-generated RF map information to UEs, then UEs can quickly optimize wireless connections, but the RF map information may not be accurate enough for specific UE scenarios
Solution Approach 1:
The system implements a feedback mechanism where the pre-generated RF map information is provided to the UE, and the UE's measurement results and connection performance are fed back to the network node. The network node uses this feedback to refine and update the RF map information, progressively improving its accuracy for specific UE scenarios while maintaining quick provision of initial RF map data.
3Measurement precision
If multiple UEs independently generate RF map information, then each UE can have customized RF map data, but the overall system efficiency decreases and connection issues increase
Solution Approach 1:
The network node merges RF map information from multiple UEs by collecting measurement data and environmental observations from different UEs in the same or overlapping environments. The network node aggregates this information to create a comprehensive, accurate RF map that reflects the collective experience of multiple UEs, then provides this merged information to all UEs, improving both accuracy and system efficiency.
Data Source
AI summary
Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may transmit position information regarding a position of the UE and camera information captured by the UE. The UE may receive a radio frequency (RF) map, wherein the RF map is associated with the position information. The UE may transmit information indicating an update to the RF map. Numerous other aspects are described.


