Compressive sensing based data collection in VANETs

IEEE Wireless Communications and Networking Conference, WCNC

Volumn , Issue , 2013, Pages 1756-1761

  Liu, Congyi ^a   Chigan, Chunxiao ^a,c   Gao, Chunming ^b  

^a Michigan Technological University   (United States)

^b MICHIGAN TECHNOLOGICAL UNIVERSITY   (United States)

^c University of Massachusetts   (United States)

Author keywords

clustering; compressive sensing; data collection; VANETs

Indexed keywords

CLUSTERING; COMMERCIAL APPLICATIONS; COMMUNICATION OVERHEADS; COMPRESSIVE SENSING; DATA COLLECTION; RELIABLE DATA TRANSMISSION; VANETS; VEHICULAR ADHOC NETWORKS (VANETS);

COMMUNICATION; SIGNAL RECONSTRUCTION; VEHICULAR AD HOC NETWORKS; WIRELESS TELECOMMUNICATION SYSTEMS;

DATA ACQUISITION;

EID: 84881607786     PISSN: 15253511     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WCNC.2013.6554829     Document Type: Conference Paper

References (24)

1. C. V. S. C. Consortium, "Vehicle Safety Communications Project: Task 3 Final Report: Identify Intelligent Vehicle Safety Applications Enabled by DSRC, " National Highway Traffic Safety Administration, U.S. Department of Transportation, 2005.
2. Z. Li, C. Liu, and C. Chigan, "GPAS: A General-Purpose Automatic Survey System Based on Vehicular Ad Hoc Networks, " IEEE Wireless Communications Magazine, vol. 18, pp. 61-66, Aug 2011.
3. L. Uichin, Z. Biao, M. Gerla, E. Magistretti, P. Bellavista, and A. Corradi, "Mobeyes: smart mobs for urban monitoring with a vehicular sensor network, " Wireless Communications, IEEE, vol. 13, pp. 52-57, 2006.
4. M. Torrent-Moreno, P. Santi, and H. Hartenstein, "Fair sharing of bandwidth in VANETs, " presented at the Proceedings of the 2nd ACM international workshop on Vehicular ad hoc networks, Cologne, Germany, 2005.
5. R. Cristescu, B. Beferull-Lozano, M. Vetterli, and R. Wattenhofer, "Network correlated data gathering with explicit communication: NP-completeness and algorithms, " Networking, IEEE/ACM Transactions on, vol. 14, pp. 41-54, 2006.
6. E. J. Candes and M. B. Wakin, "An Introduction To Compressive Sampling, " Signal Processing Magazine, IEEE, vol. 25, pp. 21-30, 2008.
7. U. Lee, E. Magistretti, M. Gerla, P. Bellavista, and A. Corradi, "Dissemination and Harvesting of Urban Data using Vehicular Sensor Platforms, " IEEE Transactions on Vehicular Technology, vol. 58, pp. 882-901, 2009.
8. I. Salhi, M. O. Cherif, and S. M. Senouci, "A New Architecture for Data Collection in Vehicular Networks, " in Communications, 2009. ICC '09. IEEE International Conference on, 2009, pp. 1-6.
9. H. Kargupta, R. Bhargava, K. Liu, M. Powers, P. Blair, S. Bushra, J. Dull, K. Sarkar, M. Klein, M. Vasa, and D. Handy, "VEDAS: A Mobile and Distributed Data Stream Mining System for Real-Time Vehicle Monitoring, " in Proceedings of SIAM International Conference on Data Mining, 2004.
10. C. Wang-Rong, L. Hui-Tang, and C. Bo-Xuan, "TrafficGather: An Efficient and Scalable Data Collection Protocol for Vehicular Ad Hoc Networks, " in Consumer Communications and Networking Conference, 2008. CCNC 2008. 5th IEEE, 2008, pp. 365-369.
11. R. Cristescu, B. Beferull-Lozano, and M. Vetterli, "Networked Slepian-Wolf: theory, algorithms, and scaling laws, " Information Theory, IEEE Transactions on, vol. 51, pp. 4057-4073, 2005.
12. Z. Charbiwala, S. Chakraborty, S. Zahedi, K. Younghun, M. B. Srivastava, H. Ting, and C. Bisdikian, "Compressive Oversampling for Robust Data Transmission in Sensor Networks, " in INFOCOM, 2010 Proceedings IEEE, 2010, pp. 1-9.
13. C. Luo, F. Wu, J. Sun, and C. W. Chen, "Compressive data gathering for large-scale wireless sensor networks, " presented at the Proceedings of the 15th annual international conference on Mobile computing and networking, Beijing, China, 2009.
14. W. Bajwa, J. Haupt, A. Sayeed, and R. Nowak, "Compressive wireless sensing, " in Information Processing in Sensor Networks, 2006. IPSN 2006. The Fifth International Conference on, 2006, pp. 134-142.
15. M. S. Ngandjon and S. Cherkaoui, "On using compressive sensing for vehicular traffic detection, " in Wireless Communications and Mobile Computing Conference (IWCMC), 2011 7th International, 2011, pp. 1182-1187.
16. X. Ma, X. Chen, and H. H. Refai, "Performance and reliability of DSRC vehicular safety communication: a formal analysis, " EURASIP J. Wirel. Commun. Netw., vol. 2009, pp. 1-13, 2009.
17. C. Wai and C. Shengwei, "Ad hoc peer-to-peer network architecture for vehicle safety communications, " Communications Magazine, IEEE, vol. 43, pp. 100-107, 2005.
18. S. Hang and Z. Xi, "Clustering-Based Multichannel MAC Protocols for QoS Provisionings Over Vehicular Ad Hoc Networks, " Vehicular Technology, IEEE Transactions on, vol. 56, pp. 3309-3323, 2007.
19. B.-G. Chun and M. Baker, "Evaluation of packet scheduling algorithms in mobile ad hoc networks, " SIGMOBILE Mob. Comput. Commun. Rev., vol. 6, pp. 36-49, 2002.
20. D. L. Donoho, "Compressed sensing, " Information Theory, IEEE Transactions on, vol. 52, pp. 1289-1306, 2006.
21. The Network Simulator-ns2. Available: http://www.isi.edu/nsnam/ns/
22. L. Kun-chan and C. Chien-Ming, "Realistic mobility models for Vehicular Ad hoc Network (VANET) simulations, " in ITS Telecommunications, 2008. ITST 2008. 8th International Conference on, 2008, pp. 362-366.
23. C. Shea, B. Hassanabadi, and S. Valaee, "Mobility-Based Clustering in VANETs Using Affinity Propagation, " in Global Telecommunications Conference, 2009. GLOBECOM 2009. IEEE, 2009, pp. 1-6.
24. P. Basu, N. Khan, and T. D. C. Little, "A mobility based metric for clustering in mobile ad hoc networks, " in Distributed Computing Systems Workshop, 2001 International Conference on, 2001, pp. 413-418.