Resource allocation problems: algorithmic approaches
Resource allocation problems: algorithmic approaches
Resource management in wireless networks using intelligent agents
International Journal of Network Management
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The work presented here is mainly concerned with the development of an intelligent resource allocation method specially focused in providing maximum satisfaction to user agents tied to resource strapped applications. One of the applications of this type of strategies is that of remote sensing in terms of energy and sensor usage. Many remote sensors or sensor arrays reside on satellites and their use must be economized, while at the same time the agency managing satellite time would like to satisfy the users as much as possible. Here we have developed a cognitive based strategy that obtains models of users and resource use in real time and uses these models to obtain strategies that are compatible with management policies. The paper concentrates in obtaining the user models.