Consiglio Nazionale delle Ricerche

Tipo di prodottoArticolo in rivista
TitoloSurveying multidisciplinary aspects in real-time distributed coding for wireless sensor networks
Anno di pubblicazione2015
FormatoElettronico
Autore/iBraccini C.; Davoli F.; Marchese M.; Mongelli M.
Affiliazioni autoriDepartment of Electrical, Electronic and Telecommunications Engineering, and Naval Architecture (DITEN), University of Genoa, Via Opera Pia 13, Genoa, 16145, Italy; National Inter-University Consortium for Telecommunications (CNIT), University of Genoa Research Unit, Via Opera Pia 13, Genoa, 16145, Italy; Institute of Electronics, Computer and Telecommunication Engineering, National Research Council of Italy (IEIIT-CNR), Genoa Site, Area della Ricerca, Via De Marini, Genoa, 6-16149, Italy
Autori CNR e affiliazioni
  • MAURIZIO MONGELLI
Lingua/e
  • inglese
AbstractWireless Sensor Networks (WSNs), where a multiplicity of sensors observe a physical phenomenon and transmit their measurements to one or more sinks, pertain to the class of multi-terminal source and channel coding problems of Information Theory. In this category, "real-time" coding is often encountered for WSNs, referring to the problem of finding the minimum distortion (according to a given measure), under transmission power constraints, attainable by encoding and decoding functions, with stringent limits on delay and complexity. On the other hand, the Decision Theory approach seeks to determine the optimal coding/decoding strategies or some of their structural properties. Since encoder(s) and decoder(s) possess different information, though sharing a common goal, the setting here is that of Team Decision Theory. A more pragmatic vision rooted in Signal Processing consists of fixing the form of the coding strategies (e.g., to linear functions) and, consequently, finding the corresponding optimal decoding strategies and the achievable distortion, generally by applying parametric optimization techniques. All approaches have a long history of past investigations and recent results. The goal of the present paper is to provide the taxonomy of the various formulations, a survey of the vast related literature, examples from the authors' own research, and some highlights on the inter-play of the different theories.
Lingua abstractinglese
Altro abstract-
Lingua altro abstract-
Pagine da2737
Pagine a2762
Pagine totali-
RivistaSensors (Basel)
Attiva dal 2001
Editore: Molecular Diversity Preservation International (MDPI), - Basel
Lingua: inglese
ISSN: 1424-8220
Titolo chiave: Sensors (Basel)
Titolo proprio: Sensors. (Basel)
Titolo abbreviato: Sensors (Basel)
Numero volume della rivista15
Fascicolo della rivista2
DOI10.3390/s150202737
Verificato da refereeSì: Internazionale
Stato della pubblicazione-
Indicizzazione (in banche dati controllate)
  • Scopus (Codice:2-s2.0-84921900696)
Parole chiaveDecision theory, Distributed coding, Optimization, Signal processing, Single-hop wireless sensor networks
Link (URL, URI)http://www.scopus.com/inward/record.url?eid=2-s2.0-84921900696&partnerID=q2rCbXpz
Titolo parallelo-
Data di accettazione-
Note/Altre informazioni-
Strutture CNR
  • IEIIT — Istituto di elettronica e di ingegneria dell'informazione e delle telecomunicazioni
Moduli CNR
  • INT.P02.002.001 : Machine Learning for Biological Data
Progetti Europei-
Allegati
Surveying multidisciplinary aspects in real-time distributed coding for wireless sensor networks (documento privato )
Tipo documento: application/pdf