Predictable mobility

G Ishigami, G Kewlani… - IEEE robotics & …, 2009 - ieeexplore.ieee.org
… for mobility prediction that incorporates terrain uncertainty is presented. Mobile robotics has
… In such missions, mobile robots are required to predict their mobility to avoid hazards such …

Limits of predictability in human mobility

C Song, Z Qu, N Blumm, AL Barabási - Science, 2010 - science.org
mobile phone users. By measuring the entropy of each individual’s trajectory, we find a 93%
potential predictability in user mobility … lack of variability in predictability, which is largely …

[PDF][PDF] Understanding predictability and exploration in human mobility

A Cuttone, S Lehmann, MC González - EPJ Data Science, 2018 - Springer
… We study the problem of predictability of human mobility using a novel, longitudinal, high-precision
location dataset for more than 400 users. The rest of the paper is organized as follows…

Using predictable observer mobility for power efficient design of sensor networks

A Chakrabarti, A Sabharwal, B Aazhang - Information Processing in …, 2003 - Springer
Predictable mobility is a good model for public transportation vehicles (buses, … as mobile
observers in wide area sensor networks. To understand the gains due to predictable mobility, …

Beyond the limits of predictability in human mobility prediction: context-transition predictability

C Zhang, K Zhao, M Chen - IEEE Transactions on Knowledge …, 2022 - ieeexplore.ieee.org
… of predictability, namely Context-Transition Predictability, which not only captures the sequential
patterns of human mobility… -Transition Predictability with other kinds of predictability and …

Predictability of individuals' mobility with high-resolution positioning data

M Lin, WJ Hsu, ZQ Lee - Proceedings of the 2012 ACM conference on …, 2012 - dl.acm.org
… als’ mobility or other demographic factors. As noted earlier, the high predictability is obtained
… , it is unknown whether the human mobility is still highly predictable, which motivates the …

Predictability and prediction of human mobility based on application-collected location data

H Wang, S Zeng, Y Li, D Jin - IEEE Transactions on Mobile …, 2020 - ieeexplore.ieee.org
… To illustrate the definitions of entropy and predictability, we consider an example user
whose mobility records are generated based on a standard Markov model which two states (…

High quality participant recruitment in vehicle-based crowdsourcing using predictable mobility

Z He, J Cao, X Liu - 2015 IEEE Conference on Computer …, 2015 - ieeexplore.ieee.org
… period to complete, the mobility can not be simply ignored. … can we utilize the predictable
mobility of vehicles to achieve … /spatial coverage and the predictable vehicle trajectory. Based …

Limits of predictability for large-scale urban vehicular mobility

Y Li, D Jin, P Hui, Z Wang… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
predictability limits of vehicular mobility by … be predicted based on the Beijing trace and
another existing large urban vehicular trace, ie, the Shanghai trace [15]. Thus, our real-mobility-…

On estimating the predictability of human mobility: the role of routine

D do Couto Teixeira, JM Almeida, AC Viana - EPJ Data Science, 2021 - epjds.epj.org
predictability in terms of two components of human mobility: … mobility in terms of these two
components allows us to identify important patterns about the predictability of one’s mobility