An Improved TOA Model based on Error Correction and Self-Genetic Algorithm

doi:10.23940/ijpe.18.10.p13.23742383

Abstract

Abstract:

In this paper, we propose an improved TOA model in the indoor three-dimensional positioning of wireless communication base station. By adding an error correction function to the existing TOA location model, the search domain of solutions is narrowed down. In addition, we design an adaptive genetic algorithm to solve the objective function. The simulation results further demonstrate that the proposed algorithm can not only improve the positioning accuracy compared with the existing DTOA, but also has the characteristics of fast convergence speed and strong robustness. The average localization error of the model is only 1.4041m.

Submitted on July 5, 2018; Revised on August 10, 2018; Accepted on September 16, 2018
References: 21

Xuyang Wang, Yaxi Wang, Zhongkai Dang, Hongmei Pei, and Long Zhang. An Improved TOA Model based on Error Correction and Self-Genetic Algorithm [J]. Int J Performability Eng, 2018, 14(10): 2374-2383.

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	Y. Yang, Y .Zhao, and M. Kyas, “ RBGF: Recursively Bounded Grid-based Filter for Indoor Position Tracking Using Wireless Networks,” Communications Letters IEEE, Vol. 18, No. 7, pp. 1234-1237, 2014
	Y. Zhao, X. Wang, L. Chen, Z. A. Cheng, Y. Dong, Q. Yang, et al., “TOA-Based Location Verification System with Far Field Approximation Model,” Measurement & Control Technology, 2017
	H. B. Wang, L. P. Feng, J. F. Cao, and C. Liu, “Wireless Sensor Network Accurate TOA Location Algorithm based on the Energy Detection,” International Journal of Wireless & Mobile Computing, Vol. 10, No. 2, pp. 159, 2016
	Y. Kosuge, T. Koga, H. Miyazaki, et al., “Relationship Between TOA and TDOA Location System,” Technical Report of Ieice Sane, Vol. 114, 2015
	R. I. Reza, “Data Fusion for Improved TOA/TDOA Position Determination in Wireless Systems,” pp. 902-908, 2000
	T. C. Yang, L. Jin, and J. Cheng, “An Improvement CHAN Algorithm based on TOA Position,” Acta Electronica Sinica, Vol. 37, No. 4, pp. 819-822, 2009
	H. Ni, G. Ren, and Y. Chang, “ A TDOA Location Scheme in OFDM based WMANs,” IEEE Transactions on Consumer Electronics, Vol. 54, No. 3, pp. 1017-1021, 2008
	Y. G. Chen, L. I. Chang-Jin, and L. I. Xiu-He, “A Precision Analyzing & Reckoning Model in Tri-Station TDOA Location,” Acta Electronica Sinica, Vol. 32, No. 9, pp. 1452-1455, 2004
	N. Wu, Y. Xiong, H. Wang, and J. Kuang, “A Performance Limit of TOA-based Location-Aware Wireless Networks With Ranging Outliers,” IEEE Communications Letters, Vol. 19, No. 8, pp. 1414-1417, 2015
	J. J. J. Caffery, “A New Approach to the Geometry of TOA Location,” in Proceedings of Vehicular Technology Conference, pp. 1943-1949, 2000
	J. S. Abel and J. O. Smith, “Source Range and Depth Estimation from Multipath Range Difference Measurements,” IEEE Transactions on Acoustics Speech & Signal Processing, Vol. 37, pp. 1157 -1165, 1989
	B. T. Fang, “Simple Solutions for Hyperbolic and Related Position Fixes,” IEEE Transactions on Aerospace and Eletronic Systems, Vol. 26, pp. 748-753, 1990
	J. S. Abel, “A Divide and Conquer Approach to Least-Squares Estimation,” IEEE Transactions Aerospace & Eletronic Systems, Vol. 26, pp. 423-427, 1990
	Y. T. Chan and K. C. Ho, “A Simple and Efficient Estimator for Hyperbolic Location,” IEEE Transactions on Signal Processing, Vol. 42, pp. 1905-1915, 1994
	H. U. Dong and Z. B. Yu, “An Improved Wavelet-based Deblocking Algorithm for Highly Compressed Images,” Chinese Journal of Electronics: English, Vol. 13, No. 3, pp. 433-438, 2004
	D. A. Zhao, J. Lv, W. Ji, Y. Zhang, and Y. Chen, “Design and Control of An Apple Harvesting Robot,” Biosystems Engineering, Vol. 110, No. 2, pp. 112-122, 2011
	J. Zhou and X. N. Sun, “Application and Implementation of Radio Positioning Technology in Cellular Communication System,” Communication Technology, No. 4, pp. 33-34, 2003
	X. Zheng, H. Su, Z. Wei, and S. Hu, “ New Method for Indoor Positioning by Using Wireless Communication Base Stations,” Electronics Letters, Vol. 53, No. 20, pp. 1385-1386, 2017
	T. Chen, Z. Yang, Y. H. Liu, D. Guo, and X. S. Luo, “Localization in Non-Localizable Sensor and Ad-hoc Networks: A Localizability-Aided Approach,” in Proceedings of IEEE INFOCOM, Shanghai, China, 2011
	J. Luo, Z. X. He, Y. X. Zhang, et al., “Grid-based Indoor Cooperative Positioning Algorithm for Wireless Networks,” Journal of Huazhong University of Science and Technology (Natural Science), No. 5, pp. 114-118, 2015
	J. J. Yao, “Research on Target Location Technology based on Ground Stations,” North China University, 2011