Classification of CommSense data using learning algorithms

  • Abhishek Bhatta
  • , Amit Kumar Mishra
  • , Jan Pidanic

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddTrafodion Cynhadledd (ISBN)

1 Dyfyniad (Scopus)

Crynodeb

In our previous work we have shown the design of a Communication based Sensing (CommSense) system. The current work presents analysis of the data captured by a CommSense system. Analysis is performed using Support Vector Machines (SVM) and a Multi-layer Perceptron (MLP) which are commonly used supervised learning algorithms. The predicted results are presented in the form of a confusion matrix and an analysis is presented showing the percentage of error in prediction.

Iaith wreiddiolSaesneg
TeitlIET Conference Publications
CyhoeddwrInstitution of Engineering and Technology
Nifer y tudalennau6
ArgraffiadCP728
ISBN (Electronig)9781785614217, 9781785615030, 9781785616624, 9781785616723, 9781785616990, 9781785617072
ISBN (Argraffiad)9781785615078, 9781785615153
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 23 Hyd 2017
Cyhoeddwyd yn allanolIe
Digwyddiad2017 International Conference on Radar Systems, Radar 2017 - Belfast, Teyrnas Unedig Prydain Fawr a Gogledd Iwerddon
Hyd: 23 Hyd 201726 Hyd 2017

Cyfres gyhoeddiadau

EnwIET Conference Publications
RhifCP728
Cyfrol2017

Cynhadledd

Cynhadledd2017 International Conference on Radar Systems, Radar 2017
Gwlad/TiriogaethTeyrnas Unedig Prydain Fawr a Gogledd Iwerddon
DinasBelfast
Cyfnod23 Hyd 201726 Hyd 2017

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