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 …

Markov decision process frameworks for cooperative retransmission in wireless networks

GN Shirazi, PY Kong, CK Tham - 2009 IEEE Wireless …, 2009 - ieeexplore.ieee.org
The challenging problem of cooperative retransmission in the wireless networks is
investigated in this paper. This paper introduces the centralized and distributed Markov …

Decentralized learning-based relay assignment for cooperative communications

Z Chen, T Lin, C Wu - IEEE Transactions on Vehicular …, 2015 - ieeexplore.ieee.org
Cooperative communication exploits spatial diversity via relay node antennas to increase
data rates in wireless networks. Relay node selection, therefore, plays a critical role in …

Deep deterministic policy gradient for relay selection and power allocation in cooperative communication network

Y Geng, E Liu, R Wang, Y Liu, J Wang… - IEEE Wireless …, 2021 - ieeexplore.ieee.org
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 …

Cooperative media access control with optimal relay selection in error-prone wireless networks

B Cao, G Feng, Y Li, C Wang - IEEE Transactions on Vehicular …, 2012 - ieeexplore.ieee.org
Due to a number of attractive advantages, cooperative communications have been widely
regarded as one of the promising techniques to improve throughput and coverage …

Hierarchical reinforcement learning for relay selection and power optimization in two-hop cooperative relay network

Y Geng, E Liu, R Wang, Y Liu - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
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 …

A cooperative retransmission scheme in wireless networks with imperfect channel state information

GN Shirazi, PY Kong, CK Tham - 2009 IEEE Wireless …, 2009 - ieeexplore.ieee.org
A transmitted packet that fails to reach its intended destination may be correctly received by
neighbor nodes due to the broadcast nature of the wireless medium. In a cooperative …

Relay selection algorithm for wireless cooperative networks: a learning‐based approach

MA Jadoon, S Kim - Iet Communications, 2017 - Wiley Online Library
Relay selection in cooperative communication is a crucial task for achieving the spatial
diversity since the improper relay selection can decrease the overall capacity of the network …

Learning to be energy-efficient in cooperative networks

D Tian, J Zhou, Z Sheng, Q Ni - IEEE Communications Letters, 2016 - ieeexplore.ieee.org
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 …

Performance analysis of a cooperative wireless network with adaptive relays

I Dimitriou, N Pappas - Ad Hoc Networks, 2019 - Elsevier
In this work, we investigate a slotted-time relay assisted cooperative random access wireless
network with multipacket (MPR) reception capabilities. MPR refers to the capability of a …