×

ESTIMATING LONG TERM EVOLUTION NETWORK CAPACITY AND PERFORMANCE

  • US 20150289149A1
  • Filed: 04/08/2014
  • Published: 10/08/2015
  • Est. Priority Date: 04/08/2014
  • Status: Active Grant
First Claim
Patent Images

1. A method comprising:

  • receiving, via a computing device, a selection of a target network resource for evaluation;

    determining, via the computing device, key performance indicators for computing a target network resource value for the target network resource, wherein the determined key performance indicators are filtered out of a set of key performance indicators using statistical criteria and statistical approaches;

    gathering a data set, the data set comprising a plurality of points, wherein each point indicates a key performance indicator value for at least one of the determined key performance indicators and the target network resource value;

    training, via incremental training, a calculation module to calculate the selected target network resource value based on key performance indicator values included in the gathered data set, wherein the incremental training comprises updating the calculation module after each additional key performance indicator value set is presented to the calculation module;

    testing the calculation module using a testing data set, the testing data set having a same probability distribution of key performance indicator values and target network resource values as the gathered data set; and

    providing, as output, an indication that the calculation module has been trained.

View all claims
  • 1 Assignment
Timeline View
Assignment View
    ×
    ×