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Utility Functions and Radio Resource Allocation

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Abstract

This chapter introduces application utility functions as mathematical models to quantify the smart devices application QoS, discusses the logarithmic application utility functions for modeling delay-tolerant application QoS, and elaborates the sigmoidal application utility functions representing real-time application QoS. This chapter discusses how sigmoidal utility functions contain inflection points representing minimum resources that the application needs before any of its QoS is satisfied, while further assignment returns marginal gain in QoS satisfaction. This chapter also explains proportional fairness resource allocation that assigns resources to the applications according to the minimum throughput needs of real-time applications first and then marginal allocation to delay-tolerant applications such that the overall QoSs are met. While this chapter discusses the various resource allocation methods, it focuses on proportional fairness that assigns resources according to the needs enunciated by the utility functions. This chapter also provides references for other scholarly works that contain resource allocations similar to those discussed here.

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Authors and Affiliations

  1. Department of Commerce, National Telecommunications and Information Administration, Washington, DC, USA

    Michael Ghorbanzadeh

  2. Electrical and Computer Engineering, University of Houston, Houston, TX, USA

    Ahmed Abdelhadi

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Ghorbanzadeh, M., Abdelhadi, A. (2022). Utility Functions and Radio Resource Allocation. In: Practical Channel-Aware Resource Allocation. Springer, Cham. https://doi.org/10.1007/978-3-030-73632-3_2

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