SAGA: Socially- and geography-aware mobility modeling framework

MSWiM'12 - Proceedings of the 15th ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems

Volumn , Issue , 2012, Pages 367-376

  Nunes, Bruno A A ^a   Obraczka, Katia ^a   Rodriguez, Abel ^a  

^a University of California Santa Cruz   (United States)

Author keywords

Node Density Distribution; Realistic Mobility; Socially Inspired Mobility Models

Indexed keywords

AVERAGE SPEED; GEOGRAPHIC DIVERSITY; MOBILITY MODEL; MOBILITY MODELING; MODEL CALIBRATION; NODE DENSITY; NODE SPATIAL DENSITY; PHYSICAL LOCATIONS; REAL TRACE; REGION OF INTEREST; SOCIAL STRUCTURE; USER MOBILITY;

CIRCUIT SIMULATION; SOFTWARE ENGINEERING;

MODELS;

EID: 84869415136     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2387238.2387300     Document Type: Conference Paper

References (38)

1. T. Camp, J. Boleng, and V. Davies, "A survey of mobility models for ad hoc network research," Wireless Communications and Mobile Computing, vol. 2, pp. 483-502, 2002.
2. C. Bettstetter, M. Gyarmati, and U. Schilcher, "An inhomogeneous spatial node distribution and its stochastic properties," in Proceedings of the 10th ACM Symposium on Modeling, analysis, and simulation of wireless and mobile systems, MSWiM '07, 2007.
3. M. Musolesi and C. Mascolo, "Mobility models for systems evaluation," in Middleware for Network Eccentric and Mobile Applications, pp. 43-62, Springer, 2009.
4. A. Balachandran, G. M. Voelker, P. Bahl, and P. V. Rangan, "Characterizing user behavior and network performance in a public wireless lan," in ACM SIGMETRICS 2002.
5. M. Balazinska and P. Castro, "Characterizing mobility and network usage in a corporate wireless local-area network," in MobiSys 2003, pp. 303-316.
6. D. Tang and M. Baker, "Analysis of a local-area wireless network," in ACM MOBICOM 2000.
7. T. Henderson, D. Kotz, and I. Abyzov, "The changing usage of a mature campus-wide wireless network," in ACM MOBICOM 2004.
8. R. Albert and A.-L. Barabási, "Statistical mechanics of complex networks," Rev. Mod. Phys., vol. 74, no. 1, pp. 47-97, 2002.
9. A. Jardosh, E. Belding-Royer, K. Almeroth, and S. Suri, "Real-world environment models for mobile network evaluation," Selected Areas in Communications, IEEE Journal on, vol. 23, no. 3, pp. 622 - 632, 2005.
10. M. Kim and D. Kotz, "Extracting a mobility model from real user traces," in IEEE INFOCOM, 2006.
11. V. Borrel, M. D. de Amorim, and S. Fdida, "On natural mobility models," in WAC, 2005.
12. A. Mei and J. Stefa, "Swim: A simple model to generate small mobile worlds," in IEEE INFOCOM 2009.
13. M. Musolesi and C. Mascolo, "Designing mobility models based on social network theory," ACM SIGMOBILE Mobile Computing and Communication Review, vol. 11, pp. 59-70, 2007.
14. S. Lim, C. Yu, and C. Das, "Clustered mobility model for scale-free wireless networks," in Local Computer Networks, Proceedings 2006 31st IEEE Conference on, 2006.
15. B. A. Nunes and K. Obraczka, "On the invariance of spatial node density for realistic mobility modeling," in Mobile Adhoc and Sensor Systems (MASS), 2011 IEEE 8th International Conference on, pp. 322 -331, oct. 2011.
16. S. Yang, X. Yang, C. Zhang, and E. Spyrou, "Using social network theory for modeling human mobility," Network, IEEE, vol. 24, pp. 6 -13, september-october 2010.
17. C. Zhao and M. Sichitiu, "N-body: Social based mobility model for wireless ad hoc network research," in Sensor Mesh and Ad Hoc Communications and Networks (SECON), 2010 7th Annual IEEE Communications Society Conference on, pp. 1 -9, june 2010.
18. V. Borrel, F. Legendre, M. Dias de Amorim, and S. Fdida, "Simps: Using sociology for personal mobility," Networking, IEEE/ACM Transactions on, vol. 17, pp. 831 -842, june 2009.
19. L. Harfouche, S. Boumerdassi, and E. Renault, "Towards a social mobility model," in Personal, Indoor and Mobile Radio Communications, 2009 IEEE 20th International Symposium on, pp. 2876-2880, sept. 2009.
20. J. Wang, J. Yuan, X. Shan, Z. Feng, J. Geng, and I. You, "Samob: A social attributes based mobility model for ad hoc networks," in Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), 2011 Fifth International Conference on, pp. 444 -449, 30 2011-july 2 2011.
21. D. Fischer, K. Herrmann, and K. Rothermel, "Gesomo: A general social mobility model for delay tolerant networks," in Mobile Adhoc and Sensor Systems (MASS), 2010 IEEE 7th International Conference on, pp. 99 -108, nov. 2010.
22. H. White, S. Boorman, and R. Breiger, "Social structure from multiple networks: I. blockmodels of roles and positions," American Journal of Sociology, vol. 81, no. 4, pp. 730-80, 1976.
23. S. Wasserman and K. Faust, Social Network Analysis: Methods and Applications. No. 8, Cambridge University Press, 1994.
24. M. McPherson, L. Smith-Lovin, and J. M. Cook, "Birds of a feather: Homophily in social networks," Annual Review of Sociology, vol. 27, no. 1, pp. 415-444, 2001.
25. T. Azevedo, R. Bezerra, C. Campos, and L. de Moraes, "An analysis of human mobility using real traces," in IEEE WCNC 2009.
26. I. Rhee, M. Shin, S. Hong, K. Lee, and S. Kim, "CRAWDAD http://crawdad.cs.dartmouth.edu/ ncsu/mobilitymodels/GPS/KAIST v.2009-07-23," July 2009.
27. B. S. Everitt, S. Landau, M. Leese, and D. Stahl, "Cluster analysis," Wiley. Fifth Edition, 2011.
28. C. Fraley and A. E. R. (2002), "Model-based clustering, discriminant analysis, and density estimation," Journal of the American Statistical Association, 2002.
29. "R: A language and environment for statistical computing."
30. A. Rodriguez and B. A. A. Nunes and K. Obraczka, "http://inrg.cse. ucsc.edu/inrgwiki/projects," 2012.
31. K. Train, "Discrete choice modelling, with simulations," Cambridge University Press, 2004.
32. The Scenario Generator, "http://isis.poly.edu/ qiming/scengen/index. html."
33. L. Harfouche, S. Boumerdassi, and E. Renault, "Weighted social manhattan: Modeling and performance analysis of a mobility model," in Personal Indoor and Mobile Radio Communications (PIMRC), 2010 IEEE 21st International Symposium on, 2010.
34. W. J. Hsu, T. Spyropoulos, K. Psounis, and A. Helmy, "Modeling time-variant user mobility in wireless mobile networks," IEEE Infocom, 2007.
35. C. Boldrini and A. Passarella, "Hcmm: Modelling spatial and temporal properties of human mobility driven by users social relationships," Elsevier Computer Commununication, 2010.
36. M. E. J. Newman, "The structure and function of complex networks," March, 2003.
37. I. Rhee, M. Shin, S. Hong, K. Lee, and S. Chong, "On the levy-walk nature of human mobility," IEEE Infocom, 2008.
38. T. Hossmann, T. Spyropoulos, and F. Legendre, "Putting contacts into context: mobility modeling beyond inter-contact times," in Proceedings of the Twelfth ACM International Symposium on Mobile Ad Hoc Networking and Computing, MobiHoc '11, 2011.