TY - GEN
T1 - Nomographic gossiping for f -consensus
AU - Goldenbaum, Mario
AU - Boche, Holger
AU - Stańczak, Slawomir
PY - 2012
Y1 - 2012
N2 - In this paper, we present a novel class of iterative gossip algorithms called nomographic gossiping that partly allow to efficiently achieve a rapid global consensus among nodes/agents in a clustered wireless network with respect to an arbitrary function of the initial states. The algorithms are based on the surprising fact that every real-valued multivariate function has a nomographic representation, which is simply a function of a superposition of a finite number of univariate functions. Since superpositions can be effectively generated via the wireless channel by letting nodes in a cluster transmit simultaneously their pre-processed states to a cluster head, the convergence speed can be significantly increased provided that some connectivity condition between clusters is fulfilled.
AB - In this paper, we present a novel class of iterative gossip algorithms called nomographic gossiping that partly allow to efficiently achieve a rapid global consensus among nodes/agents in a clustered wireless network with respect to an arbitrary function of the initial states. The algorithms are based on the surprising fact that every real-valued multivariate function has a nomographic representation, which is simply a function of a superposition of a finite number of univariate functions. Since superpositions can be effectively generated via the wireless channel by letting nodes in a cluster transmit simultaneously their pre-processed states to a cluster head, the convergence speed can be significantly increased provided that some connectivity condition between clusters is fulfilled.
UR - http://www.scopus.com/inward/record.url?scp=84866908749&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84866908749
SN - 9783901882456
T3 - 2012 10th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks, WiOpt 2012
SP - 130
EP - 137
BT - 2012 10th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks, WiOpt 2012
T2 - 2012 10th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks, WiOpt 2012
Y2 - 14 May 2012 through 18 May 2012
ER -