RATE BASED CROSS LAYER OPTIMIZATIONS FOR IMAGE DELIVERY IN WIRELESS SENSOR NETWORKS

Authors

  • HONGGANG WANG Computer and Electronic Engineering Department, University of Nebraska Lincoln 200 Peter Kiewit Institute Omaha, Nebraska 68124, USA
  • DONGMING PENG Computer and Electronic Engineering Department, University of Nebraska Lincoln 200 Peter Kiewit Institute Omaha, Nebraska 68124, USA
  • WEI WANG Computer and Electronic Engineering Department, University of Nebraska Lincoln 200 Peter Kiewit Institute Omaha, Nebraska 68124, USA
  • HAMID SHARIF Computer and Electronic Engineering Department, University of Nebraska Lincoln 200 Peter Kiewit Institute Omaha, Nebraska 68124, USA

Keywords:

Cross Layer, Network Lifetime, Wireless Sensor Network

Abstract

A number of growing sensor applications such as target tracking and health monitoring motivate rate-based image transmissions in the Wireless Sensor Network (WSN). In this paper, we propose a cross layer based optimal approach for image sensors to decide transmission patterns based on a Rate-Oriented Routing scheme, which achieves both high energy efficiencies and longer network lifetime. In this approach, a group of image sensors transmit the images through appropriate rate-based routing paths under the user requirements. The simulation results show that the proposed image transmission scheme can achieve considerable gains in terms of the WSN energy efficiency and network lifetime extension.

 

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References

M. Bhardwaj, T. Garnett, and A. Chandrakasan, “Upper bounds on the lifetime of sensor networks,”

in IEEE Int. Conf. Communications, vol. 3, 2001, pp. 785–790.

J. Chang and L. Tassiulas, “Maximum lifetime routing in wireless sensor networks,” IEEE/ACM

Trans. Netw., vol. 12, no. 4, pp. 609–619, Aug. 2004.

C. Chong and S. Kumar, “Sensor networks: Evolution, opportunities, and challenges,” Proc. IEEE,

vol. 91, no. 8, pp. 1247–1256, Aug. 2003.

S. Back, G. Veciana, and Xun-Su, “Minimizing energy consumption in large-scale sensor networks

through distributed data compression and hierarchical aggregation,” IEEE J. Sel. Areas Commun.,

vol. 22, no. 6, pp. 1130–1140, Aug. 2004.

L. Krishnamachari, D. Estrin, and S.Wicker, “The impact of data aggregation in wireless sensor

networks,” in Proc. 22nd Int. Conf. Distributed Computing Systems, 2002, pp. 575–78.

K. Ramchandran, “’Distributed’ signal processing: New opportunities and challenges,” presented

at the IEEE Workshop on Statistical Signal Processing, vol. 4, 2003.

Z. Xiong, A. Liveris, and S. Cheng, “Distributed source coding for sensor networks,” IEEE Signal

Process. Mag., vol. 21, no. 5, pp. 80–94, Sep. 2004.

H.wang. D.Peng, W.Wang, H.Sharif, “An Optimal Approach for Image Transmission in Multi-

Rate Wireless Sensor Network,”in Proc. IEEE AINA 2007, May 21-23, 2007 21-23 May 2007

Page(s):511 - 518.

C.Schurgers, O.Aberthorne, M.B. Srivastava, “Modulation scaling for energy aware communication

systems” Low Power Electronics and Design, International Symposium on, 2001. 6-7 Aug.

Page(s):96 – 99.

W. Wang, D. Peng, H. Wang, H. Sharif, “Study of an Energy Efficient Multi Rate Scheme for

Wireless Sensor Network MAC”, 2nd ACM International Workshop on QoS and Security for

Wireless Networks (Q2SWinet), 2006, Page(s):51 - 54.

H. Wang, D. Peng, W. Wang, H. Sharif, “Cross layer Optimization in Wiresless Sensor Network

with Rate distribution”, 18th IASTED International Conference on Parallel and Distributed

Computing and Systems 06. Page(s):513-187.

D. E. Goldberg, “Genetic Algorithms in Search, Optimization, and Machine Learning” , Addison

Wesley, 1989.

M. Mitchell, X. Melanie, An Introduction to Genetic Algorithm, Cambridge, Mass., MIT Press,

S. Belongie, J.Malik, and J. Puzicha, “shape matching and object recognition using shape contexts”,

IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, no. 4, pp. 509-

, 2002.

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Published

2007-12-07

How to Cite

WANG, H. ., PENG, D. ., WANG, W. ., & SHARIF, H. . (2007). RATE BASED CROSS LAYER OPTIMIZATIONS FOR IMAGE DELIVERY IN WIRELESS SENSOR NETWORKS. Journal of Mobile Multimedia, 3(4), 285–297. Retrieved from https://journals.riverpublishers.com/index.php/JMM/article/view/4885

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