An activity-based mobility model and location management simulation framework
MSWiM '99 Proceedings of the 2nd ACM international workshop on Modeling, analysis and simulation of wireless and mobile systems
Scenario-based performance analysis of routing protocols for mobile ad-hoc networks
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
Multicast operation of the ad-hoc on-demand distance vector routing protocol
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
Analysis of TCP performance over mobile ad hoc networks
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
Proceedings of the 3rd ACM international workshop on Modeling, analysis and simulation of wireless and mobile systems
Smooth is better than sharp: a random mobility model for simulation of wireless networks
MSWIM '01 Proceedings of the 4th ACM international workshop on Modeling, analysis and simulation of wireless and mobile systems
Geography-informed energy conservation for Ad Hoc routing
Proceedings of the 7th annual international conference on Mobile computing and networking
Performance of multipath routing for on-demand protocols in mobile ad hoc networks
Mobile Networks and Applications
Neighborhood aware source routing
MobiHoc '01 Proceedings of the 2nd ACM international symposium on Mobile ad hoc networking & computing
A comparison of TCP performance over three routing protocols for mobile ad hoc networks
MobiHoc '01 Proceedings of the 2nd ACM international symposium on Mobile ad hoc networking & computing
A statistical analysis of the long-run node spatial distribution in mobile ad hoc networks
MSWiM '02 Proceedings of the 5th ACM international workshop on Modeling analysis and simulation of wireless and mobile systems
The Spatial Node Distribution of the Random Waypoint Mobility Model
Mobile Ad-Hoc Netzwerke, 1. deutscher Workshop über Mobile Ad-Hoc Netzwerke WMAN 2002
User mobility modeling and characterization of mobility patterns
IEEE Journal on Selected Areas in Communications
Towards realistic mobility models for mobile ad hoc networks
Proceedings of the 9th annual international conference on Mobile computing and networking
The Node Distribution of the Random Waypoint Mobility Model for Wireless Ad Hoc Networks
IEEE Transactions on Mobile Computing
Minimum-energy asynchronous dissemination to mobile sinks in wireless sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
Topology properties of Ad hoc networks with random waypoint mobility
ACM SIGMOBILE Mobile Computing and Communications Review
Recent advances in mobility modeling for mobile ad hoc network research
ACM-SE 42 Proceedings of the 42nd annual Southeast regional conference
Proceedings of the ACM symposium on Virtual reality software and technology
Stochastic properties of the random waypoint mobility model
Wireless Networks
The Critical Transmitting Range for Connectivity in Mobile Ad Hoc Networks
IEEE Transactions on Mobile Computing
A secure ad-hoc routing approach using localized self-healing communities
Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing
An integrated mobility and traffic model for vehicular wireless networks
Proceedings of the 2nd ACM international workshop on Vehicular ad hoc networks
Dynamic delay-constrained minimum-energy dissemination in wireless sensor networks
ACM Transactions on Embedded Computing Systems (TECS)
Mobile traffic sensor network versus motion-MIX: tracing and protecting mobile wireless nodes
Proceedings of the 3rd ACM workshop on Security of ad hoc and sensor networks
A churn and mobility resistant approach for DHTs
MobiShare '06 Proceedings of the 1st international workshop on Decentralized resource sharing in mobile computing and networking
Analytical modeling of random waypoint mobility patterns
Proceedings of the 3rd ACM international workshop on Performance evaluation of wireless ad hoc, sensor and ubiquitous networks
Random waypoint mobility model in cellular networks
Wireless Networks
An Identity-Free and On-Demand Routing Scheme against Anonymity Threats in Mobile Ad Hoc Networks
IEEE Transactions on Mobile Computing
Event-driven, role-based mobility in disaster recovery networks
Proceedings of the second ACM workshop on Challenged networks
International Journal of Ad Hoc and Ubiquitous Computing
Mobile Sink Routing Protocol with Registering in Cluster-Based Wireless Sensor Networks
UIC '08 Proceedings of the 5th international conference on Ubiquitous Intelligence and Computing
A new group mobility model for mobile adhoc network based on unified relationship matrix
WSEAS TRANSACTIONS on COMMUNICATIONS
Ubiquitous knowledge-based framework for RFID semantic discovery in smart u-Commerce environments
Proceedings of the 11th International Conference on Electronic Commerce
A Handover Prediction Model and its Application to Link Layer Triggers for Fast Handover
Wireless Personal Communications: An International Journal
BonnMotion: a mobility scenario generation and analysis tool
Proceedings of the 3rd International ICST Conference on Simulation Tools and Techniques
Random waypoint model in n-dimensional space
Operations Research Letters
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In this paper we analyze the node spatial distribution generated by nodes moving according to the random waypoint model, which is widely used in the simulation of mobile ad hoc networks. We extend an existing analysis for the case in which nodes are continuously moving (i.e., the pause time is 0) to the more general case in which nodes have arbitrary pause times between movements. We also generalize the mobility model, allowing the nodes to remain stationary for the entire simulation time with a given probabilit . Our analysis shows that the structure of the resulting as asymptotic spatial density is composed by three distinct components: the initial, the pause and the mobilit component. The relative values of these components depend on the mobilit parameters. We derive an explicit formula of the one-dimensional node spatial density, and an approximated formula for the two-dimensional case.The quality of this approximation is verified through experimentation, which shows that the accuracy heavily depends on the choice of the mobilit parameters.