Títol:
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Stochastic dynamic models in PHY abstraction
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Autor/a:
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Rey Micolau, Francesc; Sala Álvarez, José
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Altres autors:
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Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions; Universitat Politècnica de Catalunya. SPCOM - Grup de Recerca de Processament del Senyal i Comunicacions |
Abstract:
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Physical Layer (PHY) abstraction aims to model link performance and accelerate system-level analyses of communication systems by reducing simulation complexity and their associated computational costs. We examine a Physical Layer (PHY) abstraction approach based on Stochastic Dynamic Systems (SDS) for easing the requirement of expensive Monte Carlo system-level evaluations. We present the framework, recently
applied in simplified models for Successive Interference Cancellation
(SIC) receivers in the finite and large user limits, and refine
the analysis for a related scheme named Successive Interference
Blocking (SIB), with the objective of evaluating performance
metrics such as the Packet Error Rate using a probability particle
algorithm for approximating the equivalent SDS. |
Matèries:
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-Àrees temàtiques de la UPC::Enginyeria de la telecomunicació -Àrees temàtiques de la UPC::Enginyeria mecànica::Mecànica::Dinàmica -Learning models (Stochastic processes) -Packet Error Rate (PER) -Physical Layer (PHY) abstraction -Stochastic Dynamic System (SDS) -Successive Interference Cancellation (SIC) -Processos estocàstics |
Drets:
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Tipus de document:
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Article - Versió publicada Objecte de conferència |
Publicat per:
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Institute of Electrical and Electronics Engineers (IEEE)
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Compartir:
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