Friday, January 15, 2010

[DMANET] Elsevier's Information Fusion Journal, Special Issue on Localized Algorithms for Information Fusion in Resource-Constrained Networks

[Apologies for cross-postings. Please send it to interested
colleagues and students. Thanks!]


Elsevier's Information Fusion Journal, Special Issue on "Localized
Algorithms for Information Fusion in Resource-Constrained Networks"
http://www.elsevierscitech.com/lmfile/otherformat/IFJ-CFP-RCN-Final.pdf

Submission Deadline: February 28, 2010

The Information Fusion Journal (IFJ), an Elsevier publication (JCR 2008:
2.057), is planning a special issue devoted to Localized Algorithms for
Information Fusion in Resource-Constrained Networks.
Resource-Constrained Networks (RCNs) include a wide variety of networks
in which resources - such as processing, communication, and energy - are
limited. Examples of RCNs include ad hoc networks, sensor networks,
mobile networks, and pervasive systems. In RCNs, the tradeoff between
data quality and resource usage (especially energy) is a major concern.
In this case, Localized Algorithms and Information Fusion are
particularly interesting for RCNs, since the development of efficient
practical solutions and algorithms is possibly the most challenging task
for such networks. On one hand, Localized Algorithms are special
distributed algorithms in which only a subset of nodes partakes in the
network tasks, such as data acquisition, processing, and communication.
On the other hand, Information Fusion is often used for improving the
quality of data being transmitted in these networks. Thus, Localized
Algorithms for Information Fusion must deal with the challenge of
working with partial views, or incomplete data, to provide accurate
results at reduced cost.

This special issue will cover a broad range of aspects of Localized
Algorithms for Information Fusion in RCNs, including ad hoc and mobile
networks, wireless sensor networks, networked pervasive systems. We seek
technical papers describing original (previously unpublished in any form
or forum) ideas, groundbreaking results, and quantified system
experiences. We especially encourage submissions that highlight
practical deployments of RCNs, new application domains, and critical
surveys of the state-of-the-art. Topics of interest for this special
issue include, but are not limited to:

- In-network query processing and data storage;
- Localized signal processing;
- Localized estimation, reasoning, and inference;
- Localized information fusion for time synchronization;
- Localized information fusion for location discovery and location-based
services;
- Localized information fusion for reliability and fault tolerance;
- Localized information fusion for communication protocols at all layers
(MAC, scheduling, routing, transport, and application);
- Quality-aware resource management using localized information fusion;
- Mobility control and coordination;
- Optimization techniques for localized information fusion in
homogeneous and heterogeneous RCNs;
- Localized information fusion for data compression and distributed
source coding.

Manuscripts must describe original, completed, and unpublished work not
currently under review by any other journal, magazine, or conference.

Submission Instructions

Prospective authors should follow the Information Fusion (Elsevier)
journal manuscript format described at
http://www.elsevier.com/locate/inffus. Manuscripts should be submitted
electronically online at http://ees.elsevier.com/inffus. In the
submission process, the authors should clearly indicate that the
submission is to be considered for this special issue. Manuscripts must
be in single-column format, doublespaced, at least 11 pt fonts, and
should not exceed 25 pages including figures, tables, algorithms, and
references. Simultaneously, please also send without fail an electronic
copy (PDF only), to the Guest Editor(s) listed below.

Submission Deadline: February 28, 2010

Guest Editors:

Dr. Eduardo F. Nakamura
Center of Analysis, Research, and Technological
Innovation, FUCAPI, Brazil
E-mail: eduardo.nakamura@fucapi.br
URL: http://www.nakamura.eti.br/eduardo

Dr. Antonio A. F. Loureiro
Federal University of Minas Gerais, Brazil
E-mail: loureiro@dcc.ufmg.br
URL: http://www.dcc.ufmg.br/~loureiro

Dr. Azzedine Boukerche
University of Ottawa, Canada
E-mail: boukerch@site.uottawa.ca
URL: http://www.site.uottawa.ca/~boukerch/

Dr. Albert Y. Zomaya
University of Sydney, Australia
E-Mail: a.zomaya@usyd.edu.au
URL: http://www.cs.usyd.edu.au/~zomaya

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