A novel scheme for spectrum prediction in cognitive radio networks / Mehdi Askari and Rezvan Dastanian

• Main Authors: Askari, Mehdi, Dastanian, Rezvan
• Format: Article
• Language: English
• Published: Universiti Teknologi MARA 2021
• Subjects: Radio; Radio frequency identification systems; Probes (Electronic instruments)
• Online Access: https://ir.uitm.edu.my/id/eprint/52056/1/52056.pdf; https://ir.uitm.edu.my/id/eprint/52056/; https://jeesr.uitm.edu.my/

An efficient spectrum prediction model is presented to improve the spectrum utilization in cognitive radio network. In this model, a novel improved version of Teaching-Learning-Based-Optimization algorithm, also referred to iTLBO algorithm, is proposed to train a feed forward artificial neural netwo...