On the Optimality of Iterative Waterfilling
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The iterative waterfilling algorithm was recently presented and demonstrates the large gains that can be achieved through the use of Dynamic Spectrum Management (DSM). In this contribution we evaluate the optimality of iterative waterfilling in various scenarios through a comparison with the Optimal Spectrum Management (OSM) algorithm. OSM determines the theoretically optimal transmit spectra for the modems within a network thereby allowing them to achieve the maximum possible bitrates. We show that in many scenarios, the potential benefits of DSM can be even larger than those already demonstrated by iterative waterfilling. Achievable data-rates can be increased by up to 270%. This demonstrates the huge potential of DSM and motivates further work in the area.
[1] Wei Yu,et al. Distributed multiuser power control for digital subscriber lines , 2002, IEEE J. Sel. Areas Commun..
[2] Wei Yu,et al. Optimal multiuser spectrum management for digital subscriber lines , 2004, 2004 IEEE International Conference on Communications (IEEE Cat. No.04CH37577).