| HAL-Inria | Publications, software ... of Inria's scientists |
Conference papers
Distribution Visualization for User Behavior Analysis on LTE Network
Abstract : In order to seamlessly provide high quality communication services, mobile network operators (MNOs) tackle to promptly respond to a degradation of the communication quality when it occurs. MNOs are facing a difficulty to detect the degradation without any error messages or nonconformity. For the first step of the study, we implemented a Self-Organizing Map (SOM)-based visualization system to analyze the users’ behavior in evolved packet core based on state transitions estimated by capturing LTE C-Plane signals. We show a case study of analyzing actual LTE signals using the implemented system, which demonstrates that we can intuitively see the unexpected characteristic of users’ behavior from the results.
Cited literature [6 references]
https://hal.inria.fr/hal-01643720
Contributor : Hal Ifip Connect in order to contact the contributor
Submitted on : Tuesday, November 21, 2017 - 3:53:07 PM
Last modification on : Monday, November 30, 2020 - 9:30:04 AM
Contributor : Hal Ifip Connect in order to contact the contributor
Submitted on : Tuesday, November 21, 2017 - 3:53:07 PM
Last modification on : Monday, November 30, 2020 - 9:30:04 AM
File
419911_1_En_18_Chapter.pdf
Files produced by the author(s)
Licence
Distributed under a Creative Commons Attribution 4.0 International License