Talks and Poster Presentations (with Proceedings-Entry):
V. Schwarz, C. Novak, G. Matz:
"Broadcast-based Dynamic Consensus Propagation in Wireless Sensor Networks";
Poster: Asilomar Conference on Signals, Systems, and Computers,
Pacific Grove, California;
- 11-04-2009; in: "Proc. Forty-third Annual Asilomar Conference on Signals Systems and Computers",
Consensus propagation (CP) is an attractive distributed asynchronous averaging algorithm. In this paper, we develop a modiﬁed CP protocol for wireless sensor networks that uses message broadcast instead of bilateral message exchange to signiﬁcantly reduce transmit energy. Furthermore, we consider extensions of CP to dynamic environments. We show that the distributed nature of the algorithm causes an inherent delay which we propose to compensate by incorporating an appropriately designed linear predictor. The performance of our dynamic broadcast CP scheme is assessed using extensive numerical simulations for several diﬀerent WSN topologies.
consensus propagation, distributed averaging, message passing, broadcast
Electronic version of the publication:
Created from the Publication Database of the Vienna University of Technology.