www.icact.org

Member Login

TACT Journal Homepage

Call for Paper

Committee

Find My Paper

Author Homepage

Statistics & History

Welcome Message

Paper Procedure

FAQ

Paper Archives

Outstanding Papers

Program & Proceedings

Presentation Platform

Hotel & Travel Info

Photo Gallery

Scheduler Login

Seminar

Archives Login

Sponsors

Virual Oral Question and Answer


IEEE/ICACT20210239 Question.3 Questioner: ra-maneekut@kddi-research.jp 2021-02-10 오후 11:29:04	IEEE/ICACT20210239 Answer.3 Answer by Auhor yfhou@okayama-u.ac.jp 2021-02-10 오후 11:29:04
Is this prediction accuracy adequate for finding spectrum hole in real-time scenario ? What are the next steps to improve the accuracy of this model ?	Thanks a lot for your question. Yes, the method can be used for a real-time scenario. But the prediction accuracy is perhaps not good because many traffic patterns will be included in the busy and idle duration data for a real-time case. Data categorization just gives a simple way to improve the accuracy of prediction for partial time-series data. Maybe we can use other efficient ML method such as LSTM(Long short-term memory) method to further improve the accuracy of partial data.

Select Voice