Multi-channel sensing and access game: Bayesian social learning with negative network externality
In a distributed cognitive radio network, due to negative network externality, rational
secondary users tend to avoid accessing the same vacant primary channels with others …
secondary users tend to avoid accessing the same vacant primary channels with others …
Distributed stochastic learning and adaptation to primary traffic for dynamic spectrum access
We design distributed online learning and channel access for secondary users in a cognitive
radio network. Our goal is to design channel selection and access that can effectively adapt …
radio network. Our goal is to design channel selection and access that can effectively adapt …
Indian buffet game with negative network externality and non-Bayesian social learning
In a dynamic system, how to perform learning and make decisions are becoming more and
more important for users. Although there are some works in social learning-related literature …
more important for users. Although there are some works in social learning-related literature …
Opportunistic channel selection by cognitive wireless nodes under imperfect observations and limited memory: A repeated game model
We study the problem of how autonomous cognitive nodes (CNs) can arrive at an efficient
and fair opportunistic channel access policy in scenarios where channels may be non …
and fair opportunistic channel access policy in scenarios where channels may be non …
Spectral decision for cognitive radio networks in a multi-user environment
D Giral, C Hernández, C Salgado - Heliyon, 2021 - cell.com
Cognitive radio networks promote better spectral efficiency of the electric radio spectrum.
The vast majority of current spectral decision models for cognitive radio networks evaluate …
The vast majority of current spectral decision models for cognitive radio networks evaluate …
Dynamic spectrum access via channel-aware heterogeneous multi-channel auction with distributed learning
We consider the design of dynamic spectrum access (DSA) mechanism. Assuming
heterogeneous primary channels with distinct availability statistics unknown to each …
heterogeneous primary channels with distinct availability statistics unknown to each …
Dynamic Chinese restaurant game in cognitive radio networks
In a cognitive radio network with mobility, secondary users can arrive at and leave the
primary users' licensed networks at any time. After arrival, secondary users are confronted …
primary users' licensed networks at any time. After arrival, secondary users are confronted …
Secure relay selection based on learning with negative externality in wireless networks
In this paper, we formulate relay selection into a Chinese restaurant game. A secure relay
selection strategy is proposed for a wireless network, where multiple source nodes send …
selection strategy is proposed for a wireless network, where multiple source nodes send …
A Chinese restaurant game for learning and decision making in cognitive radio networks
In cognitive radio networks, secondary users (SUs) are allowed to opportunistically exploit
the licensed channels. Once finding the spectrum holes, SUs need to share the available …
the licensed channels. Once finding the spectrum holes, SUs need to share the available …
Indian buffet game with non-bayesian social learning
How users in a dynamic system perform learning and make decision become more and
more important in numerous research fields. In this paper, we propose an Indian Buffet …
more important in numerous research fields. In this paper, we propose an Indian Buffet …