Cell-Free Network Clustering for Uniform Coverage and Low Latency

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Solution Overview

Problem

Current wireless communication systems face challenges in providing uniform service quality, seamless mobility, and improved latency, throughput, and capacity, especially in cell-edge scenarios and as user equipment (UE) moves through the network.

Innovation Solution

The implementation of a cell-free wireless communication system that dynamically creates and maintains UE-centric clusters of base stations, allowing for adaptive distribution of communication functionalities and dynamic scheduling of radio resources.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Device complexity

If traditional cell-based wireless communication systems are used, then network infrastructure is simplified, but service quality uniformity deteriorates and handover delays increase

Engineering Contradiction:
Improvenetwork infrastructure complexityVSAvoidservice quality uniformity
Core Design Contradiction:
Device complexityVSReliability

Solution Approach 1:

The patent segments the traditional cell-based network into multiple distributed access points (APs) that work cooperatively to serve user equipment. Instead of relying on a single base station per cell, the network is divided into many smaller coverage areas managed by individual APs, enabling finer-grained service quality control and seamless handovers through coordinated multi-point transmission.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

The patent introduces a new dimension of network organization by forming dynamic clusters of access points around user equipment based on channel conditions and traffic requirements. This cluster-based architecture adds a logical grouping dimension beyond the physical cell structure, allowing flexible resource allocation and improved service quality without increasing infrastructure complexity.

Inventive Principle:
Principle #17Another dimension (Dimensionality change)

2Device complexity

If traditional cell-based wireless communication systems are used, then network architecture is simple, but mobility performance deteriorates due to handover delays

Engineering Contradiction:
Improvenetwork architecture complexityVSAvoidhandover delay
Core Design Contradiction:
Device complexityVSLoss of time

Solution Approach 1:

The patent implements preliminary actions by pre-establishing measurement and coordination mechanisms among multiple access points before handover is needed. User equipment continuously monitors channel conditions from multiple APs, and the network pre-configures potential handover targets, so that when mobility events occur, the transition is seamless without traditional handover delays.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The patent ensures continuity of useful action by maintaining simultaneous connections with multiple access points during mobility transitions. Through coordinated multi-point transmission and reception, the system keeps data flow continuous as user equipment moves between coverage areas, eliminating the interruption inherent in traditional handover processes.

Inventive Principle:
Principle #20Continuity of useful action

3Productivity

If cell-free clustering is implemented, then service quality and capacity improve, but system complexity increases

Engineering Contradiction:
Improvenetwork capacityVSAvoidsystem complexity
Core Design Contradiction:
ProductivityVSDevice complexity

Solution Approach 1:

The patent applies universality by designing access points with multi-functional capabilities that can operate independently as standalone cells or cooperatively as part of a cell-free cluster. This universal design allows the same hardware infrastructure to support both traditional cell-based operations and advanced cell-free clustering, increasing network capacity without proportionally increasing system complexity.

Inventive Principle:
Principle #6Universality (Multi-functionality)

Solution Approach 2:

The patent implements self-service mechanisms where access points autonomously perform channel measurements, interference coordination, and cluster formation decisions based on local conditions. User equipment also autonomously measures and reports channel quality indicators, enabling the system to self-organize clusters without centralized control, thereby managing complexity while improving capacity.

Inventive Principle:
Principle #25Self-service

Data Source

PatentUS20250056252A1Systems and methods for clustering in cell-free networks
Publication Date: 2025.02.13 APPLE INC
  • US20250056252A1 patent drawing
  • US20250056252A1 patent drawing
  • US20250056252A1 patent drawing

AI summary

Systems and methods for clustering in cell-free networks are described herein. A cluster of one or more base stations provides radio access network (RAN) functionality to a user equipment (UE) within the wireless communication system in a cell-free manner (e.g., without using a base-station-centric cell context, as in prior wireless communication systems). A cluster that is serving a UE comprises one or more connected base stations (cBSs) that actively serve the UE. A clustering control function (CCF) of the network establishes and maintains the cluster that is serving one or more UEs. Herein, messaging systems and messaging types used by the CCF, base station(s), and UE(s) within this cell-free context are discussed. Initial clustering methods used by a CCF to form a cluster for a UE are discussed. Further, clustering update methods used by a CCF to maintain/modify a cluster for a UE are discussed.