A performance comparison of multi-hop wireless ad hoc network routing protocols
MobiCom '98 Proceedings of the 4th annual ACM/IEEE international conference on Mobile computing and networking
A group mobility model for ad hoc wireless networks
MSWiM '99 Proceedings of the 2nd ACM international workshop on Modeling, analysis and simulation of wireless and mobile systems
Mobility increases the capacity of ad hoc wireless networks
IEEE/ACM Transactions on Networking (TON)
MSWiM '05 Proceedings of the 8th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems
A Visualization and Analysis Tool for NS-2 Wireless Simulations: iNSpect
MASCOTS '05 Proceedings of the 13th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems
CRAWDAD: A Community Resource for Archiving Wireless Data at Dartmouth
IEEE Pervasive Computing
Mobility Helps Peer-to-Peer Security
IEEE Transactions on Mobile Computing
On the Effect of Group Mobility to Data Replication in Ad Hoc Networks
IEEE Transactions on Mobile Computing
Analyzing the impact of mobility in ad hoc networks
REALMAN '06 Proceedings of the 2nd international workshop on Multi-hop ad hoc networks: from theory to reality
Credible mobile ad hoc network simulation-based studies
Credible mobile ad hoc network simulation-based studies
A stable weight-based on-demand routing protocol for mobile ad hoc networks
Information Sciences: an International Journal
MobiSim: A Framework for Simulation of Mobility Models in Mobile Ad-Hoc Networks
WIMOB '07 Proceedings of the Third IEEE International Conference on Wireless and Mobile Computing, Networking and Communications
Multicast routing in mobile ad hoc networks by using a multiagent system
Information Sciences: an International Journal
Mobility pattern recognition in mobile ad-hoc networks
Mobility '07 Proceedings of the 4th international conference on mobile technology, applications, and systems and the 1st international symposium on Computer human interaction in mobile technology
A distributed group mobility adaptive clustering algorithm for mobile ad hoc networks
Computer Communications
A novel mobility model based on semi-random circular movement in mobile ad hoc networks
Information Sciences: an International Journal
BonnMotion: a mobility scenario generation and analysis tool
Proceedings of the 3rd International ICST Conference on Simulation Tools and Techniques
On realistic evaluation of recent spatial and temporal mobility metrics for mobile ad hoc networks
Proceedings of the 10th ACM international symposium on Mobility management and wireless access
Information Sciences: an International Journal
Wireless Personal Communications: An International Journal
On the applicability of mobility metrics for user movement pattern recognition in MANETs
Proceedings of the 11th ACM international symposium on Mobility management and wireless access
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This work shows that two well-known spatial and temporal mobility metrics for wireless multi-hop networks have limitations, possibly resulting in misleading results. Based on the concept of spatial dependence among nodes including transient periods of no movement, we propose mobility metrics able to promptly capture spatial and temporal dependence among mobile nodes. Through simulation, we compared the metrics over an extensive set of synthetic mobility models. The results revealed that our spatial metric can accurately capture spatial dependence in scenarios having different levels of node pause time. Our temporal metric also demonstrated to be better suited for capturing different levels of temporal dependence, without being biased by node speed. Moreover, we also proposed and validated a regression model for predicting our spatial mobility metric with a 94.8% goodness-of-fit.