Adaptive resource allocation in telecommunications

Timothy X. Brown; Hui Tong

doi:10.1117/12.367703

1 November 1999 Adaptive resource allocation in telecommunications

Timothy X. Brown, Hui Tong

Proceedings Volume 3812, Applications and Science of Neural Networks, Fuzzy Systems, and Evolutionary Computation II; (1999) https://doi.org/10.1117/12.367703
Event: SPIE's International Symposium on Optical Science, Engineering, and Instrumentation, 1999, Denver, CO, United States

Abstract

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.

Citation Download Citation

Timothy X. Brown and Hui Tong "Adaptive resource allocation in telecommunications", Proc. SPIE 3812, Applications and Science of Neural Networks, Fuzzy Systems, and Evolutionary Computation II, (1 November 1999); https://doi.org/10.1117/12.367703

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