Evaluation of the performance of a collaborative proposal of multiple access in cognitive radio networks

• Main Authors: Diego Armando Giral-Ramírez, Cesar Augusto Hernández-Suarez, Luis Fernando Pedraza-Martínez
• Format: Article
• Language: English
• Published: Elsevier 2021-08-01
• Series: Heliyon
• Subjects: Cognitive radio networks; Collaborative models; Decision-making model; Multi-user access; Multi-criteria decision-making techniques; Spectral handoff
• Online Access: http://www.sciencedirect.com/science/article/pii/S2405844021018661

Cognitive radio networks (CRN) allow for an increase in spectral efficiency and performance of today's wireless networks. Currently, multiple proposals exist in the area of spectral decision-making and mobility; however, very few evaluate the impact of collaboration between secondary users and the performance of spectrum access by many secondary users. Unlike existing works, this article provides a comprehensive quantitative analysis of the performance of CRN taking into account access to the spectrum simultaneously by multiple users and decision making based on collaboration through the exchange of information between nearby secondary users. This proposal is developed through the implementation of four modules: Input Module, Multi-user Module, Collaborative module and Decision-making module, where the results are evaluated comparatively through the handoff rate generated with two multicriteria techniques: Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) and Multi-Criteria Optimization and Compromise Solution (VIKOR). The evaluation is carried out taking into account three levels of collaboration, three multi-user access scenarios, and two multi-criteria techniques for a total of 18 simulation scenarios. The results obtained show the importance of implementing collaboration strategies, as for multi-user access, the number of handoffs increases as the number of serial users increases. TOPSIS presented the best results in 76 % of the analyzed cases where VIKOR generated a smaller number of handoffs; TOPSIS maintained good performance with differences not exceeding 90 handoffs.