Minimum Norm Multidimensional Scaling Solution for Mobile Station Localization in Wireless Sensors Network

Shuang Qin; Qun Wan; Lin Fu Duan

doi:10.4028/www.scientific.net/AMR.472-475.106

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 472-475Minimum Norm Multidimensional Scaling Solution for...

Minimum Norm Multidimensional Scaling Solution for Mobile Station Localization in Wireless Sensors Network

Abstract:

Mobile station (MS) localization which plays an important role in the process of target continuous localization has received considerable attention. In this paper, a novel multidimensional scaling (MDS) method based on Minimum norm solution is proposed for passive emitter location in wireless networks. It is shown that the proposed approach is a generalization of the mobile localization method based on multidimensional scaling (MDS) analysis. Through computer simulations, we can see that the proposed algorithm has a better performance compared with classic MDS and subspace algorithms in time of arrival (TOA) measurements.

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Advanced Manufacturing Technology, ICMSE 2012

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Periodical:

Advanced Materials Research (Volumes 472-475)

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106-109

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.472-475.106

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Online since:

February 2012

Authors:

Shuang Qin, Qun Wan, Lin Fu Duan

Keywords:

Eigenvalue Decomposition, Minimum Norm Solution, Multidimensional Scaling (MDS) Analysis, Time of Arrival

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References

[1] Borg I, Groener P. Modern multidimensional scaling, theory and applications. New York: Springer-Verlag, 1997,10-35.

Google Scholar

[2] I. Borg and P. Groenen, Modern Multidimensional Scaling: Theory and Applications. New York: Springer, 2005.

Google Scholar

[3] K. W. Cheung and H. C. So, "A multidimensional scaling framework for mobile location using time-of-arrival measurements," IEEE Trans. Signal Processing, vol. 53, no. 4, pp.460-470, Apr. 2005.

DOI: 10.1109/tsp.2004.840721

Google Scholar

[4] Q. Wan, Y. -J. Luo, J. Xu, J. Tang and Y. -N. Peng, "Mobile localization method based on multidimensional scaling similarity analysis," in Proc. ICASSP, vol. IV, pp.1081-1084, Philadelphia, USA, 2005.

Google Scholar

[5] H. C. So and K. W. Chan, "A generalized subspace approach for mobile positioning with time-of-arrival measurements," IEEE Trans. Signal Processing, vol. 55, no. 10, pp.5103-5107, Oct. 2007.

DOI: 10.1109/tsp.2003.896092

Google Scholar

[6] Z. X. Chen, H. W. Wei, Q. Wan, S. F. Ye and W. L. Yang, "A supplement to multidimensional scaling framework for mobile location: Aunified veiw," IEEE Trans. Signal Processing, Vol. 57, No. 5, pp.2030-2034, May. 2009.

DOI: 10.1109/tsp.2009.2013905

Google Scholar

[7] S. Qin, Q. Wan, Z.-X. Cheng, A.-M. Huang, "Fast multidimensional scaling analysis for mobile positioning," IET Signal Processing, Volume 5, Issue 1, pp.81-84 Feb. 2011.

DOI: 10.1049/iet-spr.2009.0296

Google Scholar

[8] S. Qin, Q. Wan, Z. X. Chen, "A Fast Subspace Approach for Mobile Positioning with Time-of-Arrival Measurements," IET Communication, Volume 5, Issue 14, pp.2035-2039 OCT. 2011.

DOI: 10.1049/iet-com.2010.0247

Google Scholar