Computational geometry: algorithms and applications
Computational geometry: algorithms and applications
The performance of query control schemes for the zone routing protocol
Proceedings of the ACM SIGCOMM '98 conference on Applications, technologies, architectures, and protocols for computer communication
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
The Ad Hoc on-demand distance-vector protocol
Ad hoc networking
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
On the impact of alternate path routing for load balancing in mobile ad hoc networks
MobiHoc '00 Proceedings of the 1st ACM international symposium on Mobile ad hoc networking & computing
MSWiM '02 Proceedings of the 5th ACM international workshop on Modeling analysis and simulation of wireless and mobile systems
Proceedings of the second ACM international workshop on Principles of mobile computing
Scalability study of the ad hoc on-demand distance vector routing protocol
International Journal of Network Management
The Spatial Node Distribution of the Random Waypoint Mobility Model
Mobile Ad-Hoc Netzwerke, 1. deutscher Workshop über Mobile Ad-Hoc Netzwerke WMAN 2002
Recent advances in mobility modeling for mobile ad hoc network research
ACM-SE 42 Proceedings of the 42nd annual Southeast regional conference
Towards mobility as a network control primitive
Proceedings of the 5th ACM international symposium on Mobile ad hoc networking and computing
Modeling wireless links for transport protocols
ACM SIGCOMM Computer Communication Review
An ad hoc mobility model founded on social network theory
MSWiM '04 Proceedings of the 7th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems
A structured group mobility model for the simulation of mobile ad hoc networks
Proceedings of the second international workshop on Mobility management & wireless access protocols
A scalable framework for wireless network monitoring
Proceedings of the 2nd ACM international workshop on Wireless mobile applications and services on WLAN hotspots
The Area Graph-Based Mobility Model and Its Impact on Data Dissemination
PERCOMW '05 Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications Workshops
Perfect Simulations for Random Trip Mobility Models
ANSS '05 Proceedings of the 38th annual Symposium on Simulation
Towards a model of user mobility and registration patterns
ACM SIGMOBILE Mobile Computing and Communications Review
Weighted waypoint mobility model and its impact on ad hoc networks
ACM SIGMOBILE Mobile Computing and Communications Review
The Critical Transmitting Range for Connectivity in Mobile Ad Hoc Networks
IEEE Transactions on Mobile Computing
Towards commercial mobile ad hoc network applications: a radio dispatch system
Proceedings of the 6th ACM international symposium on Mobile ad hoc networking and computing
Optimal tradeoffs for location-based routing in large-scale ad hoc networks
IEEE/ACM Transactions on Networking (TON)
Access and mobility of wireless PDA users
ACM SIGMOBILE Mobile Computing and Communications Review
Towards large-scale mobile network emulation through spatial switching on a wireless grid
Proceedings of the 2005 ACM SIGCOMM workshop on Experimental approaches to wireless network design and analysis
An integrated mobility and traffic model for vehicular wireless networks
Proceedings of the 2nd ACM international workshop on Vehicular ad hoc networks
Model T: an empirical model for user registration patterns in a campus wireless LAN
Proceedings of the 11th annual international conference on Mobile computing and networking
Disconnection Prediction in Mobile Ad hoc Networks for Supporting Cooperative Work
IEEE Pervasive Computing
MSWiM '05 Proceedings of the 8th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems
Framework for evaluation of networked mobile games
NetGames '05 Proceedings of 4th ACM SIGCOMM workshop on Network and system support for games
Connectivity Probability of Wireless Ad Hoc Networks: Definition, Evaluation, Comparison
Wireless Personal Communications: An International Journal
A survey of cross-layer performance enhancements for mobile IP networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
On the Effect of Group Mobility to Data Replication in Ad Hoc Networks
IEEE Transactions on Mobile Computing
Performance analysis of mobility-assisted routing
Proceedings of the 7th ACM international symposium on Mobile ad hoc networking and computing
Model T++: an empirical joint space-time registration model
Proceedings of the 7th ACM international symposium on Mobile ad hoc networking and computing
Proceedings of the 7th ACM international symposium on Mobile ad hoc networking and computing
Building realistic mobility models from coarse-grained traces
Proceedings of the 4th international conference on Mobile systems, applications and services
A General Framework to Construct Stationary Mobility Models for the Simulation of Mobile Networks
IEEE Transactions on Mobile Computing
Analysis and implications of student contact patterns derived from campus schedules
Proceedings of the 12th annual international conference on 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
Application of a network dynamics analysis tool to mobile ad hoc networks
Proceedings of the 9th ACM international symposium on Modeling analysis and simulation of wireless and mobile systems
The QoS-RWP mobility and user behavior model for public area wireless networks
Proceedings of the 9th ACM international symposium on Modeling analysis and simulation of wireless and mobile systems
Performance evaluation on CRL distribution using flooding in mobile ad hoc networks (MANETs)
Proceedings of the 43rd annual Southeast regional conference - Volume 2
Mobility models for vehicular ad hoc network simulations
Proceedings of the 44th annual Southeast regional conference
Modeling and Evaluation of the Effect of Obstacles on the Performance of Wireless Sensor Networks
ANSS '06 Proceedings of the 39th annual Symposium on Simulation
An Agenda Based Mobility Model21
ANSS '06 Proceedings of the 39th annual Symposium on Simulation
The random trip model: stability, stationary regime, and perfect simulation
IEEE/ACM Transactions on Networking (TON)
Coordinated interaction using reliable broadcast in mobile wireless networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Computer Networks: The International Journal of Computer and Telecommunications Networking
Emulating mobile ad-hoc networks of hand-held devices: the OCTOPUS virtual environment
MobiEval '07 Proceedings of the 1st international workshop on System evaluation for mobile platforms
An efficient demand-driven and density-controlled publish/subscribe protocol for mobile environments
Proceedings of the 2007 inaugural international conference on Distributed event-based systems
Realistic propagation simulation of urban mesh networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
The performance impact of traffic patterns on routing protocols in mobile ad hoc networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
EURASIP Journal on Wireless Communications and Networking
Event-driven, role-based mobility in disaster recovery networks
Proceedings of the second ACM workshop on Challenged networks
Mining call and mobility data to improve paging efficiency in cellular networks
Proceedings of the 13th annual ACM international conference on Mobile computing and networking
IEEE/ACM Transactions on Networking (TON)
Modelling mobility in disaster area scenarios
Proceedings of the 10th ACM Symposium on Modeling, analysis, and simulation of wireless and mobile systems
Modeling vanet deployment in urban settings
Proceedings of the 10th ACM Symposium on Modeling, analysis, and simulation of wireless and mobile systems
Characteristics of common mobility models for opportunistic networks
Proceedings of the 2nd ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks
On the connectivity of dynamic random geometric graphs
Proceedings of the nineteenth annual ACM-SIAM symposium on Discrete algorithms
Simulation of realistic mobility patterns for mobile ad hoc networks
ACS'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Applied Computer Science - Volume 7
International Journal of Ad Hoc and Ubiquitous Computing
Resource disconnection management in MANET driven by process time plan
Proceedings of the 1st international conference on Autonomic computing and communication systems
On the latency for information dissemination in mobile wireless networks
Proceedings of the 9th ACM international symposium on Mobile ad hoc networking and computing
Graph-based mobility model for urban areas fueled with real world datasets
Proceedings of the 1st international conference on Simulation tools and techniques for communications, networks and systems & workshops
Proceedings of the 1st international conference on Simulation tools and techniques for communications, networks and systems & workshops
Urban pedestrian mobility for mobile wireless network simulation
Ad Hoc Networks
A comprehensive mobility management solution for handling peak load in cellular network scenarios
Proceedings of the 6th ACM international symposium on Mobility management and wireless access
A new group mobility model for mobile adhoc network based on unified relationship matrix
WSEAS TRANSACTIONS on COMMUNICATIONS
Realistic mobility simulation of urban mesh networks
Ad Hoc Networks
Proceedings of the 6th International Conference on Advances in Mobile Computing and Multimedia
fP2P-HN: A P2P-based route optimization architecture for mobile IP-based community networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Mobi-watchdog: you can steal, but you can't run!
Proceedings of the second ACM conference on Wireless network security
A framework for evaluating DTN mobility models
Proceedings of the 2nd International Conference on Simulation Tools and Techniques
Performance enhancement of mobile ad hoc networks using nodal cooperation
Proceedings of the 4th Annual International Conference on Wireless Internet
Modeling and Evaluation of Rescue Operations Using Mobile Communication Devices
PADS '09 Proceedings of the 2009 ACM/IEEE/SCS 23rd Workshop on Principles of Advanced and Distributed Simulation
A Cluster-Based Mobility Model for Intelligent Nodes
ICCSA '09 Proceedings of the International Conference on Computational Science and Its Applications: Part I
Stereoscopic aerial photography: an alternative to model-based urban mobility approaches
Proceedings of the sixth ACM international workshop on VehiculAr InterNETworking
Creating advanced mobility models with LEMMA
SpringSim '09 Proceedings of the 2009 Spring Simulation Multiconference
A survey of cross-layer performance enhancements for Mobile IP networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
A novel mobility model based on semi-random circular movement in mobile ad hoc networks
Information Sciences: an International Journal
Agenda driven mobility modelling
International Journal of Ad Hoc and Ubiquitous Computing
Modeling spatial and temporal dependencies of user mobility in wireless mobile networks
IEEE/ACM Transactions on Networking (TON)
Mitigating effects of node failure via mobility in wireless networks
ISWPC'09 Proceedings of the 4th international conference on Wireless pervasive computing
An analysis of human mobility using real traces
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
A flexible object-oriented design of an event-driven wireless network simulator
WTS'09 Proceedings of the 2009 conference on Wireless Telecommunications Symposium
Event Detection Using Unmanned Aerial Vehicles: Ordered versus Self-organized Search
IWSOS '09 Proceedings of the 4th IFIP TC 6 International Workshop on Self-Organizing Systems
Effects of mobility in hierarchical mobile ad hoc networks
CCNC'09 Proceedings of the 6th IEEE Conference on Consumer Communications and Networking Conference
An Overview of MANETs Simulation
Electronic Notes in Theoretical Computer Science (ENTCS)
UrbiSim: a framework for simulation of ad hoc networks in realistic urban environment
GIIS'09 Proceedings of the Second international conference on Global Information Infrastructure Symposium
Hash-Based Virtual Hierarchies for Scalable Location Service in Mobile Ad-hoc Networks
Mobile Networks and Applications
Realistic mobility and propagation framework for MANET simulations
NETWORKING'07 Proceedings of the 6th international IFIP-TC6 conference on Ad Hoc and sensor networks, wireless networks, next generation internet
NTMS'09 Proceedings of the 3rd international conference on New technologies, mobility and security
A realistic mobility model for wireless networks of scale-free node connectivity
International Journal of Mobile Communications
Obstacle mobility model based on activity area in ad hoc networks
ICCSA'07 Proceedings of the 2007 international conference on Computational science and Its applications - Volume Part II
BonnMotion: a mobility scenario generation and analysis tool
Proceedings of the 3rd International ICST Conference on Simulation Tools and Techniques
Stochastic properties and application of city section mobility model
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
An integrated propagation model for VANET in urban scenario
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference
WONS'10 Proceedings of the 7th international conference on Wireless on-demand network systems and services
Planet-scale human mobility measurement
Proceedings of the 2nd ACM International Workshop on Hot Topics in Planet-scale Measurement
Simulation-based local train mobility model
SpringSim '10 Proceedings of the 2010 Spring Simulation Multiconference
Towards modeling realistic mobility for performance evaluations in MANET
ADHOC-NOW'10 Proceedings of the 9th international conference on Ad-hoc, mobile and wireless networks
Extending mobility to publish/subscribe systems using a pro-active caching approach
Mobile Information Systems
Extending mobility to publish/subscribe systems using a pro-active caching approach
Mobile Information Systems
Trace-based mobility modeling for multi-hop wireless networks
Computer Communications
Cost-effective multiperiod spraying for routing in delay-tolerant networks
IEEE/ACM Transactions on Networking (TON)
Mobility models for mobility management
Network performance engineering
Limited mobility coverage and connectivity maintenance protocols for wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Node mobility modeling in ad hoc networks through a birth and death process
NEW2AN'11/ruSMART'11 Proceedings of the 11th international conference and 4th international conference on Smart spaces and next generation wired/wireless networking
A random obstacle-based mobility model for delay-tolerant networking
International Journal of Network Management
Towards realistic mobility modeling for vehicular ad hoc networks
Proceedings of the 44th Annual Simulation Symposium
SMOOTH: a simple way to model human mobility
Proceedings of the 14th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
A classification and performance comparison of mobility models for ad hoc networks
ADHOC-NOW'06 Proceedings of the 5th international conference on Ad-Hoc, Mobile, and Wireless Networks
An efficient social network-mobility model for MANETs
IWDC'05 Proceedings of the 7th international conference on Distributed Computing
A novel environment-aware mobility model for mobile ad hoc networks
MSN'05 Proceedings of the First international conference on Mobile Ad-hoc and Sensor Networks
SOFSEM'06 Proceedings of the 32nd conference on Current Trends in Theory and Practice of Computer Science
Empirical analysis of the connectivity threshold of mobile agents on the grid
WEA'05 Proceedings of the 4th international conference on Experimental and Efficient Algorithms
GAMMA: a framework for moving object simulation
SSTD'05 Proceedings of the 9th international conference on Advances in Spatial and Temporal Databases
Scenarios for mobile community support
EURO-NGI'05 Proceedings of the Second international conference on Wireless Systems and Network Architectures in Next Generation Internet
SLAW: self-similar least-action human walk
IEEE/ACM Transactions on Networking (TON)
Adaptive paging schemes for group calls in mobile broadband cellular systems
Wireless Communications & Mobile Computing
Obstacle detection and estimation in wireless sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
A sighting-aware obstacle mobility model for ad hoc network
International Journal of Wireless and Mobile Computing
On the validity of geosocial mobility traces
Proceedings of the Twelfth ACM Workshop on Hot Topics in Networks
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One of the most important methods for evaluating the characteristics of ad hoc networking protocols is through the use of simulation. Simulation provides researchers with a number of significant benefits, including repeatable scenarios, isolation of parameters, and exploration of a variety of metrics. The topology and movement of the nodes in the simulation are key factors in the performance of the network protocol under study. Once the nodes have been initially distributed, the mobility model dictates the movement of the nodes within the network. Because the mobility of the nodes directly impacts the performance of the protocols, simulation results obtained with unrealistic movement models may not correctly reflect the true performance of the protocols. The majority of existing mobility models for ad hoc networks do not provide realistic movement scenarios; they are limited to random walk models without any obstacles. In this paper, we propose to create more realistic movement models through the incorporation of obstacles. These obstacles are utilized to both restrict node movement as well as wireless transmissions. In addition to the inclusion of obstacles, we construct movement paths using the Voronoi diagram of obstacle vertices. Nodes can then be randomly distributed across the paths, and can use shortest path route computations to destinations at randomly chosen obstacles. Simulation results show that the use of obstacles and pathways has a significant impact on the performance of ad hoc network protocols.