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Filtraggio robusto in tempo invariante per l'ottimizzazione dei relè wireless by Arjun Nichal

Filtraggio robusto in tempo invariante per l'ottimizzazione dei relè wireless

by Arjun Nichal
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Book cover type: Paperback
  • ISBN13: 9786209527906
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Edizioni Sapienza
  • Publisher Imprint: Edizioni Sapienza
  • Publication Date:
  • Pages: 64
  • Original Price: GBP 38.19
  • Language: Italian
  • Edition: N/A
  • Item Weight: 100 grams
  • BISAC Subject(s): Networking / General

Questo libro presenta la progettazione, l'implementazione e la valutazione delle prestazioni di un filtro SCAMP adattativo congiunto e di uno schema di ottimizzazione del peso del rel� per una rete di rel� cooperativa wireless Amplify-and-Forward (AF) che opera su canali fading a selezione di frequenza. I sistemi AF convenzionali soffrono di rumore composto e di interferenze intersimbolo (ISI) dovute agli effetti del canale multi-tap a cascata. Per ovviare a queste limitazioni, questo lavoro impiega un approccio di filtraggio adattativo congiunto che ottimizza simultaneamente il filtro di precodifica della sorgente e il peso di amplificazione del rel� per minimizzare l'errore quadratico medio (MSE) end-to-end e migliorare la velocit� di trasmissione dei dati raggiungibile. Il problema di ottimizzazione congiunta � risolto utilizzando il metodo del subgradiente proiettato (PSGM), che fornisce robustezza contro i vincoli non lineari come la sparsit�, mantenendo al contempo una bassa complessit� computazionale. L'algoritmo � implementato e testato in un ambiente di simulazione MATLAB con un modello di fading autoregressivo (AR(1)) variabile nel tempo. Vengono analizzate le principali metriche di prestazione, come la convergenza MSE, le caratteristiche del filtro, la velocit� raggiungibile e la robustezza alle variazioni dei parametri.

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