Title :
Collaborative data collection in global sensing systems
Author :
Bigwood, Greg ; Viana, Aline Carneiro ; De Amorim, Marcelo Dias ; Boc, Mathias
Abstract :
Here, we first investigate data collection delegation strategies based on the relative importance of nodes in their social interactions. Second, by considering a prediction strategy that estimates the likelihood of two nodes meeting each other, we investigate how the delegation strategies perform on predicted traces. We evaluate the delegation strategies both in terms of coverage, and size of the delegation using real mobility data sets.
Keywords :
estimation theory; mobility management (mobile radio); prediction theory; collaborative data collection delegation strategy; global sensing system; likelihood estimation; mobility data set; prediction strategy; prediction tracing; social interaction; Benchmark testing; Educational institutions; Knowledge engineering; Size measurement; Social network services; Trajectory;
Conference_Titel :
Local Computer Networks (LCN), 2011 IEEE 36th Conference on
Conference_Location :
Bonn
Print_ISBN :
978-1-61284-926-3
DOI :
10.1109/LCN.2011.6115199