A Novel "Single-Path" vs. "Few-Path" Test Based on Higher Order Statistics to Possibly Start-Up Coherent Combining



Título del documento: A Novel "Single-Path" vs. "Few-Path" Test Based on Higher Order Statistics to Possibly Start-Up Coherent Combining
Revista: Journal of applied research and technology
Base de datos: PERIÓDICA
Número de sistema: 000384539
ISSN: 1665-6423
Autores: 1
1
1
Instituciones: 1Universita di Roma, Signal Processing for Telecommunications and Economics Laboratory, Roma, Lazio. Italia
Año:
Periodo: Feb
Volumen: 13
Número: 1
Paginación: 7-19
País: México
Idioma: Inglés
Tipo de documento: Artículo
Enfoque: Aplicado, descriptivo
Resumen en inglés This paper focuses on an innovative hypothesis test for discrimination of wireless mobile channels based on higher order statistics to possibly start-up coherent combining. We have devised a new testing procedure, namely the Rakeness test, that statistically measures how much the series under investigation (amplitude samples of matched filter receiver's output) fits Rice vs. non-Rice models. This is equivalent to discriminate between the cases of a channel with one single dominant path (strong propagation), or with few dominant paths (weak propagation). Then, mathematical expressions for the bias and variance of the new testing variable are derived, by a 3-D reduced Taylor's expansion up to the second order. The achieved results, obtained throughout theory and simulations, evidence the robustness of this innovative test. Our test can hence be used as a preliminary signal processing method to decide if simpler choices (i.e. matched filters) or cumbersome coherent combining strategies (i.e. Rake receivers) can be effectively implemented at the receiver's side
Disciplinas: Ingeniería
Palabras clave: Ingeniería de telecomunicaciones,
Comunicaciones inalámbricas,
Modelación de canales,
Combinación coherente,
Estadística de orden superior,
Receptor rastrillo
Keyword: Engineering,
Telecommunications engineering,
Wireless communications,
Channel modelling,
Coherent combining,
High order statistics,
Rake receiver
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