Accelerated Genetic Algorithm for Bandwidth Allocation in View of EMI for Wireless Healthcare

Provided by: Institute of Electrical & Electronic Engineers
Topic: Mobility
Format: PDF
To enhance the capacity of patients supported by wireless in-hospital monitoring systems, a bandwidth allocation scheme for the transmission of medical data in the Wireless Local Area Network (WLAN) is proposed. The problem of bandwidth allocation, subject to limited wireless bandwidth, Quality of Service (QoS) requirements of medical data transmission, as well as electromagnetic interference, is modeled as a Non-Polynomial (NP) optimization problem. To save the computation time of this NP problem, the authors propose an accelerated genetic algorithm by dynamically adjusting both the inheritance probability and the mutation probability, and then compare it with other off-the-shelf genetic algorithms.

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