Exact(10)
The optical backhaul is then connected to a central processor for executing a centralized implementation of our proposed power allocation algorithm, which is based on the CSI of each OFDM subchannel from the cooperating BSs.
Two approaches are proposed to the implementation of the localization and tracking engine: a centralized implementation where localization is executed centrally out of information collected locally, and a distributed solution where the localization is performed at the mobile nodes and the outcome is delivered to the central controller.
As a result, our policy performs just 11% worse than a centralized implementation, and largely outperforms other common policies.
The experiments show the scalability and effectiveness of our technique when compared to a centralized implementation of the same force-directed model.
Our experimental results show that the proposed distributed algorithms have comparable performance with respect to a centralized implementation, while highlighting the pros and cons of the proposed solutions.
As a divide et impera approach is used to overcome the scalability issues of a centralized implementation, the large-scale system being monitored is modelled as the interconnection of several subsystems.
Similar(50)
Such an architecture is believed to greatly reduce the computational cost and required communication bandwidth while only giving negligible information loss in comparison with a conventional centralized implementation.
This architecture is argued to reduce the computational cost and required communication bandwidth by around two orders of magnitude while only giving negligible information loss in comparison with a naive centralized implementation.
This is due to the fact that the optimal realization of BP requires the solution of a MWM, the centralized implementation of which is NP-hard [19].
Moreover, the closed-form NBS is derived so that the iteration progress in the Stackelberg game and auction game can be replaced by a simple but effective centralized implementation.
In the centralized implementation, these network weights are then communicated to the central spectrum management entity, which constructs the network graph and assigns frequencies.
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