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It turns out that, combined with the minimum SNR based power allocation in the relays, AF DSTC results in a new opportunistic relaying scheme, in which the best relay is selected to retransmit the source's signal.
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In other words, as expected, the weighted-sum of rates maximization based power allocation scheme can introduce unfairness in terms of the achievable rate of the worst user, especially when relays have low-power limits.
To solve the problem efficiently in a decentralized way, a Hierarchal MultiAgent based Power allocation (HiMAP) method is proposed with an optimal bound.
Note that the cluster based power allocation is performed after the routing has been finalized.
Signal-to-interference-plus-noise-based power allocation in wireless ad hoc networks is inherently a nonconvex optimization problem because of the global coupling induced by the co-channel interference.
Therefore, one direction for future work is to provide a game theory based approach for joint channel assignment and power allocation in coordinated multi-cell networks.
The power allocation in this case is based on an approximated expression of the bit error rate (BER).
This is why we use the uniform gain allocation instead of the conventional power allocation in the proposed relay selection based approach.
Based on the above analysis, the constraint 0.5<ρ<1 will always be satisfied for SU power allocation in this model.
"Energy Efficient User Association and Power Allocation in Ultra Dense Millimeter Wave Networks with Energy Harvesting Base Stations," (with Haijun Zhang, Site Huang, Chunxiao Jiang, Keping Long and Victor C. M. Leung).
This scheme considered not only the spectrum efficiency in wireless networks but also the pricing information in the cloud, based on which power allocation and interference management in wireless networks were performed.
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