ROBUSTNESS OF CELLULAR NETWORK BY ASSOCIATING A SHAPLEY VALUE WITH EACH MACROCELL

Patent №

US 10,057,791

Granted

2018-08-21

Filed 2017

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

3

kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15675905

A method and associated systems for improving robustness of a cellular network. A topology of the cellular network is represented as an undirected graph that represents base stations as nodes and represents communication paths between base stations as edges. Each node is associated with a “synergistic” version of a Shapley value proportional to an amount of network disturbance that would occur if that value's corresponding base station should fail. The synergistic nature of the synergistic Shapley values allows them to account for scenarios in which multiple base stations fail at the same time. A synergistic Shapley value of a particular node is derived as a function of how many of the shortest paths between nodes of the graph lengthen when the node's corresponding base station fails. Base stations and nodes associated with higher synergistic Shapley values are deemed to be “censorious” and in need of reconfiguration.

Knowledge representationPlanningEvolutionary computationH04W 24/02H04L 41/0668H04L 41/12H04W 16/18H04W 16/22H04W 24/04

AI classification

Evolutionary computation1.00
Knowledge representation1.00
Planning0.90
Machine learning0.22
AI hardware0.00
Natural language0.00
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 432790226

Assignors

NARAYANAM, KRISHNASURI, NARAYANAM, RAMASURI, SUNDARARAJAN, MUKUNDAN

On an employer assignment, the assignors are typically the inventors.

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