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 …
… 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 …
potential predictability in user mobility … lack of variability in predictability, which is largely …
[PDF][PDF] Understanding predictability and exploration in human mobility
… 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…
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
… 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, …
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
… of predictability, namely Context-Transition Predictability, which not only captures the sequential
patterns of human mobility… -Transition Predictability with other kinds of predictability and …
patterns of human mobility… -Transition Predictability with other kinds of predictability and …
Predictability of individuals' mobility with high-resolution positioning data
… 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 …
… , 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
… 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 (…
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
… 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 …
mobility of vehicles to achieve … /spatial coverage and the predictable vehicle trajectory. Based …
Limits of predictability for large-scale urban vehicular mobility
… 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-…
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…
components allows us to identify important patterns about the predictability of one’s mobility…