METHOD AND APPARATUS FOR DETERMINING LOCALIZED SERVICE QUALITY IN A WIRELESS NETWORK

Patent №

US 9,294,366

Granted

2016-03-22

Filed 2013

Owner

AT&T INTELLECTUAL PROPERTY I, L.P.

Lab

AI components

4

ml · vision · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14092851

A method, computer-readable storage device, and an apparatus for determining a localized service quality in a wireless network are disclosed. For example, the method constructs a tensor comprising a plurality of dimensions to represent data for the localized service quality, receives data for the wireless network that is gathered at a coarse granularity level, populates the tensor in accordance with the data that is gathered, applies an unfolding mechanism to construct a plurality of two dimensional matrices from the tensor, determines for each respective two dimensional matrix of the plurality of two dimensional matrices an approximation for a pre-determined level of accuracy, and populating all entries of each respective two dimensional matrix that are not populated in accordance with the approximation of the respective two dimensional matrix, and determines the localized service quality by applying a folding mechanism across the plurality of two dimensional matrices.

Machine learningVisionPlanningAI hardwareH04L 41/5009H04L 43/12H04W 24/08H04W 24/10

AI classification

Planning0.91
Vision0.81
Machine learning0.61
AI hardware0.60
Knowledge representation0.08
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

AT&T INTELLECTUAL PROPERTY I, L.P.

assignment · 321030149

Assignors

MAHIMKAR, AJAY, AGGARWAL, VANEET, MA, HONGYAO, WILLINGER, WALTER

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

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