On the Levy-Walk Nature of Human Mobility
North Carolina State University · Samsung (South Korea) · +1 more institution
Abstract
We report that human walk patterns contain statistically similar features observed in Levy walks. These features include heavy-tail flight and pause-time distributions and the super-diffusive nature of mobility. Human walks are not random walks, but it is surprising that the patterns of human walks and Levy walks contain some statistical similarity. Our study is based on 226 daily GPS traces collected from 101 volunteers in five different outdoor sites. The heavy-tail flight distribution of human mobility induces the super-diffusivity of travel, but up to 30 min to 1 h due to the boundary effect of people's daily movement, which is caused by the tendency of people to move within a predefined (also confined)…
Citation impact
- FWCI
- 97.94
- Percentile
- 100%
- References
- 52
Authors
6Topics & keywords
- Mobility model
- Random walk
- Lévy flight
- Computer science
- Mobile ad hoc network
- Routing (electronic design automation)
- Boundary (topology)
- Path (computing)