Balancing Performance and Cost for Two-Hop Cooperative Communications: Stackelberg Game and Distributed Multi-Agent Reinforcement Learning
This paper aims to balance performance and cost in a two-hop wireless cooperative
communication network where the source and relays have contradictory optimization goals …
communication network where the source and relays have contradictory optimization goals …
Learning to be energy-efficient in cooperative networks
Cooperative communication has great potential to improve the transmit diversity in multiple
users environments. To achieve a high network-wide energy-efficient performance, this letter …
users environments. To achieve a high network-wide energy-efficient performance, this letter …
Deep deterministic policy gradient for relay selection and power allocation in cooperative communication network
Perfect channel state information (CSI) is usually required when considering relay selection
and power allocation in cooperative communication. However, it is difficult to get an accurate …
and power allocation in cooperative communication. However, it is difficult to get an accurate …
Hierarchical reinforcement learning for relay selection and power optimization in two-hop cooperative relay network
In this paper, we study the outage probability minimizing problem in a two-hop cooperative
relay network. To reduce outage probability, existing studies propose many schemes for …
relay network. To reduce outage probability, existing studies propose many schemes for …
Conflicts and incentives in wireless cooperative relaying: A distributed market pricing framework
Extensive research in recent years has shown the benefits of cooperative relaying in
wireless networks, where nodes overhear and cooperatively forward packets transmitted …
wireless networks, where nodes overhear and cooperatively forward packets transmitted …
Reinforcement Learning Based Robust Policy Design for Relay and Power Optimization in DF Relaying Networks
In this paper, we study the outage minimization problem in a decode-and-forward
cooperative network with relay uncertainty. To reduce the outage probability and improve …
cooperative network with relay uncertainty. To reduce the outage probability and improve …
Distributed relay selection and power control for multiuser cooperative communication networks using Stackelberg game
The performance in cooperative communication depends on careful resource allocation
such as relay selection and power control, but the traditional centralized resource allocation …
such as relay selection and power control, but the traditional centralized resource allocation …
Game‐theoretic modeling and analysis of relay selection in cooperative wireless networks
MW Baidas, MS Bahbahani - Wireless Communications and …, 2016 - Wiley Online Library
In this paper, distributed single relay selection in cooperative wireless networks is modeled
as a Chinese restaurant game (CRG). Specifically, the CRG is used to model strategic relay …
as a Chinese restaurant game (CRG). Specifically, the CRG is used to model strategic relay …
Distributed reinforcement learning frameworks for cooperative retransmission in wireless networks
G Naddafzadeh-Shirazi, PY Kong… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
We address the problem of cooperative retransmission in the media access control (MAC)
layer of a distributed wireless network with spatial reuse, where there can be multiple …
layer of a distributed wireless network with spatial reuse, where there can be multiple …
Minimizing the AoI in resource-constrained multi-source relaying systems: Dynamic and learning-based scheduling
We consider a multi-source relaying system where independent sources randomly generate
status update packets which are sent to the destination with the aid of a relay through …
status update packets which are sent to the destination with the aid of a relay through …