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We consider the problem of topological optimization of communication networks subject to a number of design constraints, such as maximum network diameter, maximum node degree, k-node (link) survivability, and network fault tolerance.
Driven by new applications, research in wireless communication is now focusing more on the optimization of communication in wireless networks.
With the new advances in energy harvesting technologies, optimization of communication systems that depend on renewable energy resources has emerged as an important problem.
Zavlanos et al. in [32] defined network integrity in terms of communication rates and incorporated distributed motion control through the optimization of communication variables in a distributed hybrid multi-robot network.
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The use of IPMH by mechanisms located at different layers of the communication architecture will allow implementing fine per-packet self-optimization of communication services regarding the actual application requirements.
There is a large amount of previous works focusing on the energy efficiency optimization problem of communication in WSN.
Open image in new window Fig. 6 Optimization results of communication topology (varvec{A}_{text{plug-out}}^).
This parameter just shows typical amount of cells involved in active set communication, which can be further used, for example, in optimization of cooperative communication.
The fourth paper, "Energy efficiency optimization of cooperative communication in wireless sensor networks" by Wang and Nie, studies the energy consumption of cooperative communication compared with direct transmission.
This article attempts to address these gaps and build more comprehensive strategies by discussing the available evidence and multidisciplinary authors' local experience with obstetric simulation drills and optimization of team communication.
Although conventional studies such as PetuumSGD perform well for distributed machine learning tasks, they mainly focus on the optimization of the communication protocol, which does not exploit the potential benefits of a specific machine learning algorithm.
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