Minimizing Mobile Location Error Based on Hybrid ToA-CTA for Heterogeneous Network
Keywords:
Localization Error, ToA, Heterogeneous Network, Centroid Triangular Algorithm?Abstract
In wireless localisation, time-based Location Determination Technology (LDT) with minimum error is one of the crucial techniques that can be used to improve resource management and quality of services. This study aims to improve the location accuracy of mobile user by using a hybrid timebased LDT. In this paper, minimising of the mobile estimation location error by using hybrid trilateration technology based on Time of Arrival (ToA) and Centroid Triangular Algorithm (CTA) has been discussed. It has been observed that this hybrid technique can be considered as an optimal solution for minimising the localisation error of mobile user which is located in a vicinity of the heterogeneous network environment. Based on simulations, the constructed model has resulted in a better location error distribution, and the localisation error can be minimised and satisfied the E911 requirements.References
M. Tayal, “Location services in the GSM and UMTS networks,” … Wirel. Commun. 2005. ICPWC 2005. 2005 …, pp. 373–378, 2005.
F. C. Commission, “FCC 99-245: Third report and order,” 1999.
U. A. Khan, S. Kar, and J. M. F. Moura, “Linear Theory for SelfLocalization: Convexity, Barycentric Coordinates, and Cayley-Menger Determinants,” IEEE Access, vol. 3, pp. 1326–1339, 2015.
E. The, D. Landscape, B. Growth, and F. O. R. A. Digital, “Digital Landscape Exploring the Digital Landscape in Malaysia-,” no. August, 2016.
M. Roth, F. Gustafsson, and U. Orguner, “On-road Trajectory Generation from GPS Data : A Particle Filtering / Smoothing Application,” in fusion2012, 2012, pp. 779–786.
N. M. Drawil, H. M. Amar, and O. A. Basir, “GPS localization accuracy classification: A context-based approach,” IEEE Trans. Intell. Transp. Syst., vol. 14, no. 1, pp. 262–273, 2013.
J. Schloemann, H. S. Dhillon, and R. M. Buehrer, “Effect of collaboration on localizability in range-based localization systems,” 2015 IEEE Globecom Work. GC Wkshps 2015 - Proc., 2015.
A. Gholoobi and S. Stavrou, “A hybrid TDoA-ToA localization method,” Ict 2013, pp. 1–4, May 2013.
D. Rodionov, G. Kolev, and K. Bushminkin, “A hybrid localization technique for patient tracking.,” Conf. Proc. ... Annu. Int. Conf. IEEE Eng. Med. Biol. Soc. IEEE Eng. Med. Biol. Soc. Annu. Conf., vol. 2013, pp. 6728–31, Jan. 2013.
T. Letowski and S. Letowski, “Localization Error: Accuracy and Precision of Auditory Localization,” Adv. Sound Localization, pp. 55– 78, 2011.
B. J. Furman, “Accuracy , Precision , and Error in Measurement Error in Measurement,” pp. 1–7.
N. A. Ali and M. Abu-Elkheir, “Improving localization accuracy: Successive measurements error modeling,” Sensors (Switzerland), vol. 15, no. 7, pp. 15540–15561, 2015.
S. Pradhan, S. Shin, G. R. Kwon, J. Y. Pyun, and S. S. Hwang, “The advanced TOA trilateration algorithms with performance analysis,” Conf. Rec. - Asilomar Conf. Signals, Syst. Comput., pp. 923–928, 2017.
R. Kim, T. Ha, H. Lim, and D. Jung, “TDoA localization for wireless networks with imperfect clock synchronization,” Int. Conf. Inf. Netw., no. 1, pp. 417–421, 2014.
J. Talvitie, M. Renfors, and E. S. Lohan, “Distance-based interpolation and extrapolation methods for RSS-based localization with indoor wireless signals,” IEEE Trans. Veh. Technol., vol. 64, no. 4, pp. 1340– 1353, 2015.
I. Engineering, “A Practical TDOA Positioning Method for CDMA2000 Mobile Network Weiguo Guanl,2, Zhongliang Dengl, Yuetao Gel, Dejun Zou2,” Analysis, pp. 126–129, 2010.
Downloads
Published
How to Cite
Issue
Section
License
TRANSFER OF COPYRIGHT AGREEMENT
The manuscript is herewith submitted for publication in the Journal of Telecommunication, Electronic and Computer Engineering (JTEC). It has not been published before, and it is not under consideration for publication in any other journals. It contains no material that is scandalous, obscene, libelous or otherwise contrary to law. When the manuscript is accepted for publication, I, as the author, hereby agree to transfer to JTEC, all rights including those pertaining to electronic forms and transmissions, under existing copyright laws, except for the following, which the author(s) specifically retain(s):
- All proprietary right other than copyright, such as patent rights
- The right to make further copies of all or part of the published article for my use in classroom teaching
- The right to reuse all or part of this manuscript in a compilation of my own works or in a textbook of which I am the author; and
- The right to make copies of the published work for internal distribution within the institution that employs me
I agree that copies made under these circumstances will continue to carry the copyright notice that appears in the original published work. I agree to inform my co-authors, if any, of the above terms. I certify that I have obtained written permission for the use of text, tables, and/or illustrations from any copyrighted source(s), and I agree to supply such written permission(s) to JTEC upon request.