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- W2172272916 abstract "In cooperative retransmissions, nodes with better channel qualities help other nodes in retransmitting a failed packet to its intended destination. In this paper, we propose a cooperative retransmission scheme where each node makes local decision to cooperate or not to cooperate at what transmission power using a Markov decision process with reinforcement learning. With the reinforcement learning, the proposed scheme avoids solving an Markov decision process with a large number of states. Through simulations, we show that the proposed scheme is robust to collisions, is scalable with regard to the network size, and can provide significant cooperative diversity." @default.
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- W2172272916 date "2009-09-01" @default.
- W2172272916 modified "2023-09-22" @default.
- W2172272916 title "Cooperative retransmissions using Markov decision process with reinforcement learning" @default.
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- W2172272916 doi "https://doi.org/10.1109/pimrc.2009.5450098" @default.
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