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A network model for manet nodes and actors collaboration to optimize processing in event areas

Published: 22 October 2007 Publication History

Abstract

In this paper, we design a new network model for mobile ad-hoc network (MANET) nodes and actors in wireless sensor networks collaboration to optimize the processing in event areas. Distributed algorithms have been developed, consisting of two phases: set-up phase and negotiation phase. The former is based on the weighted proportional max-min fairness to initially distribute the MANET nodes over the event areas, while the latter based on the market-based technique is used to re-distribute the number of MANET nodes depending on the current and new events. We have implemented the negotiation phase of this network model in ns-2, piggybacking over optimized link-state routing (OLSR) protocol. Simulation results show that the resources of MANET nodes spending on processing events (utility) and their resources for moving to event areas (cost) converge to the Pareto optimal set (theoretical optimal solutions found by the micro-genetic algorithm).

References

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Akyildiz, I., F., Su, W., Sankarasubramaniam, Y., and Cayirci, E. Wireless sensor networks: a survey. Computer Networks 2002, 38(4):393--422.
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Akyildiz, I., F., Kasimoglu, I., H. Wireless sensor and actor networks: research challenges. Ad Hoc Networks Journal (Elsevier), Vol. 2, No. 4, 351--367, Oct.2004.
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Melodia, T., Pompili, D., Gungor, V., C., Akyildiz, I., F. A distributed coordination framework for wireless sensor and actor networks. MobiHoc'05, May.25-27 2005, Urbana-Champaign, Illinois, USA.
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Clausen, T., Dearlove, C., and Jacket, P. The optimized link-state routing protocol version 2. IETF Internet-Draftdraft-ietf-manet-olsrv2-02, June.26 2006.
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Coello, C., A., C., and Pulido, G., T. The Micro-GA. http://www.mia.uv.mx/~gtoscano/micro-ga.html.
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Coello, C., A., C., and Pulido, G., T. Multiobjective optimization using a micro-genetic algorithm. GECCO'01, San Francisco, California, Jul.2001, 274--282.
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The Network Simulator ns-2. http://www.isi.edu/nsnam/ns/.
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Le-Trung, Q., and Erke, T. A combination of ERICA+ and distributed WPMM algorithms to guarantee the minimum cell rate for ABR service in ATM networks. Simulation Series (ISSN 0735--9276), 2003, Vol. 35; 436--446, SCS Publisher, USA.

Cited By

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  • (2009)Adaptive Kalman Filtering Based Location Coordination Algorithm for Wireless Sensor and Actor NetworksProceedings of the 2009 International Forum on Information Technology and Applications - Volume 0110.1109/IFITA.2009.446(264-267)Online publication date: 15-May-2009
  • (2009)DCM-ArchProceedings of the 2009 International Conference on Advanced Information Networking and Applications10.1109/AINA.2009.17(898-905)Online publication date: 26-May-2009

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Published In

cover image ACM Conferences
PE-WASUN '07: Proceedings of the 4th ACM workshop on Performance evaluation of wireless ad hoc, sensor,and ubiquitous networks
October 2007
104 pages
ISBN:9781595938084
DOI:10.1145/1298197
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 22 October 2007

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Author Tags

  1. MANET
  2. actor
  3. collaboration
  4. optimization
  5. sensor

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Overall Acceptance Rate 70 of 240 submissions, 29%

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Cited By

View all
  • (2009)Adaptive Kalman Filtering Based Location Coordination Algorithm for Wireless Sensor and Actor NetworksProceedings of the 2009 International Forum on Information Technology and Applications - Volume 0110.1109/IFITA.2009.446(264-267)Online publication date: 15-May-2009
  • (2009)DCM-ArchProceedings of the 2009 International Conference on Advanced Information Networking and Applications10.1109/AINA.2009.17(898-905)Online publication date: 26-May-2009

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