2013 · 11 citations · 14 references
ComputingInformation TechnologyMobile ComputingMobile SystemsTransportMobile Human-computer InteractionMobile NetworksMobility Pattern AnalysisMobility PatternsEvaluationEvaluation MetricsHuman Mobility AnalysisHuman Mobility PatternsMobility Behavior ModelingMobility Models
The performance evaluation of mobile wireless networks requires a representation of user mobility. Mobility models are the essential part of such evaluation because they assure examples of mobile nodes movement for typical scenarios. Mobility models provide synthetic traces adjusted to user's needs. We propose a novel RLMM model that produces synthetic traces of a working human and includes clear division on working days and weekend activities. We describe the model and evaluate it using simulation. The model provides better representation of changes in human behavior on different days than the models available in the literature.
14
Limits of Predictability in Human Mobility
Chaoming Song, Zehui Qu, Nicholas Blumm et al. · Science · 2010 · 3.2K citations
The scaling laws of human travel
Dirk Brockmann, Lars Hufnagel, T. Geisel · Nature · 2006 · 2.2K citations · Full text
On the Levy-Walk Nature of Human Mobility
Injong Rhee, Seongik Hong, Kyunghan Lee et al. · IEEE/ACM Transactions on Networking · 2011 · 1K citations
Scaling laws of marine predator search behaviour
David Sims, Emily J. Southall, Nicolas E. Humphries et al. · Nature · 2008 · 969 citations · Full text