Adaptive resource allocation in telecommunications

Timothy X. Brown

doi:10.1117/12.367703

Adaptive resource allocation in telecommunications

1999-11-01

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DOI：10.1117/12.367703

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This paper looks at the general problem of resource allocation in telecommunication networks. It gives an overview of the problem and argues for adaptive methods in the complex telecommunication environment. In particular it discusses a general methodology known as reinforcement learning. The paper presents two examples-admission control in packet data networks, and battery management for mobile communication.

Keyword:

resource allocation

packet networks

power control

neural networks

reinforcement learning

Adaptive resource allocation in telecommunications

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