DocumentCode
625354
Title
Chemistry-Inspired Algorithm for Emergent Distributed Consensus in WSNs
Author
Monti, M. ; Tschudin, Christian F. ; Sanguinetti, Luca ; Luise, Marco
Author_Institution
Dept. of Math. & Comput. Sci., Univ. of Basel, Basel, Switzerland
fYear
2013
fDate
20-23 May 2013
Firstpage
423
Lastpage
429
Abstract
In wireless sensor and actor networks (WSANs), nodes collaborate to accomplish distributed sensing and computation. One of the most attractive features is that global macro- behaviors in the network emerge from local micro-actions in and interactions between nodes. In this paper, we review a recently proposed approach, which bases on a chemical metaphor and its related theory, to design, analyze, and implement systems with such an emerging property. As an example of distributed, emerging computation in WSNs, we extend an existing gossip-like chemistry-inspired protocol (the “Disperser”) and propose a new chemically driven solution to consensus problems that is applicable in WSNs. We analyze it with a signal processing approach and validate results through simulations. The proposed chemical algorithm is not based on the iterative packet-exchange but rather on a continuous rate-modulation. The algorithm is thought to lie at the physical layer and to directly control the basic transmission hardware of the nodes in a sort of protocol-less operation mode.
Keywords
distributed sensors; iterative methods; protocols; wireless sensor networks; WSAN; actor networks; basic transmission hardware; chemical metaphor; chemistry-inspired algorithm; continuous rate- modulation; distributed sensing; emergent distributed consensus; emerging computation; emerging property; global macrobehavior; gossip-like chemistry-inspired protocol; iterative packet-exchange; protocol-less operation mode; signal processing approach; wireless sensor network; Algorithm design and analysis; Chemicals; Equations; Mathematical model; Network topology; Protocols; Wireless sensor networks; Broadcast; Chemistry-Inspired Algorithms; Distributed Consensus; Emergent Behavior; Gossip; Self-organization;
fLanguage
English
Publisher
ieee
Conference_Titel
Distributed Computing in Sensor Systems (DCOSS), 2013 IEEE International Conference on
Conference_Location
Cambridge, MA
Print_ISBN
978-1-4799-0206-4
Type
conf
DOI
10.1109/DCOSS.2013.37
Filename
6569466
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