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研究生:張鎔
研究生(外文):Chang,Rong
論文名稱:利用OTDOA、AOA/AOD、和DC相位 之高準度定位
論文名稱(外文):High-precision Localization with OTDOA, AOA/AOD, and DC-phase
指導教授:吳文榕
指導教授(外文):Wu,Wen-Rong
口試委員:劉光浩陳紹基蔡尚澕
口試委員(外文):Liu,Guang-HaoChen,Shao-Ji Tsai,Shang-Ho
口試日期:2017-07-12
學位類別:碩士
校院名稱:國立交通大學
系所名稱:電信工程研究所
學門:工程學門
學類:電資工程學類
論文種類:學術論文
論文出版年:2017
畢業學年度:105
語文別:中文
論文頁數:71
中文關鍵詞:訊號抵達訊號離開訊號抵達時間差定位
外文關鍵詞:AOAAODOTDOAlocalization
相關次數:
  • 被引用被引用:1
  • 點閱點閱:309
  • 評分評分:
  • 下載下載:24
  • 收藏至我的研究室書目清單書目收藏:0
最近,有研究者提出一種高準度定位演算法,此法使用正交分頻多工 (orthogonal frequency division multiplexing ,OFDM)系統的直流相位,雖然此方法有好的準度,但其考慮的環境是直視性 (line of sight, LOS),並且,此方法在室外需要非常高的計算複雜度。本篇論文主要是針對這些問題提出解決的方法。首先,我們使用一個考慮觀測到達時間差(observed time of arrival, OTDOA)、入射角度(angle of arrival, AOA)以及發射角度(angle of departure, AOD)的演算法來得到目標的初始估計值,再來,我們提出可用於非直視性 (non LOS,NLOS) 環境的延伸版直流相位方法來優化定位估計,最後我們提出低複雜度的方法減少其計算量,本論文提出的方法可在直視性與非直視性的環境得到令人滿意的結果。
Recently, a high-precision localization method has been proposed using the DC-phase in OFDM systems. Although this method is effective, it only considers the line-of-sight (LOS) scenario. Also, its computational complexity will be very high when used in outdoor environments. This thesis is aimed to solve these problems. First, a hybrid OTDOA and AOA/AOD method is used to obtain an initial estimate of the location. Then, the extended DC-phase method is proposed such that it can be used to refine the estimation in NLOS channel environments. Finally, a low complexity method is proposed to reduce computational requirement. Simulations show that the proposed method can greatly improve the accuracy of the localization in both LOS and NLOS environments.
摘要 II
Abstract III
Acknowledgement IV
List of tables V
List of figures VI
CHAPTER 1 Introduction 1
1.1 Motivation 1
1.2 Review 1
1.3 Proposed algorithm 4
1.4 Outlines 5
CHAPTER 2 Localization with OTDOA, AOA and AOD 6
2.1 Single-bounce model 6
2.2 Single-bound geometric method 9
2.3 Linearized iterative method 11
2.4 AOA and AOD estimation 16
2.5 Localization for multiple-path model 20
CHAPTER 3 Localization with phase-difference method 24
3.1 Formulation 24
3.2 Measurement of time of arrival 24
3.3 Elimination packet detection delay 28
3.4 LOS multiple-path channel 30
3.5 Localization algorithm 34
CHAPTER 4 Proposed Localization using OTDOA, AOA, AOD and DC-phase 36
4.1 Formulation 36
4.2 Proposed algorithm in LOS environment 37
4.3 Proposed algorithm in NLOS environment 39
4.4 Low complexity method 44
4.5 Consideration 45
CHAPTER 5 Simulation results 46
5.1 Environmental setup 46
5.2 Simulation results 47
CHAPTER 6 Conclusions 61
APPENDIX A 62
APPENDIX B 66
[1] Ching-Wen Huang, “NLOS localization Using TDOA,AOA,and AOD,” National Chiao Tung University, Master thesis, June 2016.
[2] Behailu Y Shikur and Tobias Weber, “TDOA/AOD/AOA localization in NLOS environments,” in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing(ICASSP), May. 2014, pp. 6518–6522.
[3] D. Vasisht, S. Kumar, D. Katabi, "Decimeter-level localization with a single WiFi access point", Proc. 13th USENIX Symp. Netw. Syst. Design Implement. (NSDI), pp. 165-178, Mar. 2016.
[4] R. M. Vaghefi, J. Schloemann, and R. M. Buehrer, “NLOS mitigation in TOA-based localization using semidefinite programming,” in Proc. 10th Workshop on Positioning, Navigation and Communication (WPNC), Mar. 2013.
[5] Li, J., J. Connan, and S. Pierre, "Mobile terminal location for MIMO communication systems," IEEE Trans. Antennas and Propagation, Vol. 55, No. 8, 2417-2420, 2007.
[6] J. Biswas and M. Veloso. Wifi localization and navigation for autonomous indoor mobile robots. In IEEE International Conference on Robotics and Automation, 2010.
[7] S.M. Kay, Fundamentals of Statistical Signal Processing, Volume I:Estimation Theory, K. Gettman, Ed. Upper Saddle River, NJ07458:Prentice Hall PTR,1993
[8] B. Y. Shikur and T. Weber, “Localization in NLOS environments using TOA, AOD, and Doppler-shift,” in Proc. 11th Workshop on Positioning Navigation and Communication (WPNC), 2014, pp.1-6.
[9] W. Dai and O. Milenkovic, “Subspace pursuit for compressive sensing: Closing the gap between performance and complexity,” IEEE Trans. Inf. Theory, vol. 55, no. 5, pp. 2230–2249, May 2009.
[10] S. Wu, J. Li, and S. Liu, “An improved reference selection method in linear least squares localization for LOS and NLOS,” in Proc. IEEE 74th VTC, Sep. 2011, pp.1–5.
[11] A. N. Bishop, B. Fidan, B. D. O. Anderson, K. Dogancay, P. N. Pathirana, "Optimal range-difference-based localization considering geometrical constraints", IEEE Trans. Oceanic Engineer., vol. 33, no. 3, July 2008.
[12] E. Tsalolikhin, I. Bilik, and N. Blaunstein, “A single-base-station localization approach using a statistical model of the NLOS propagation conditions in urban terrain,” IEEE Trans. Veh. Technol., vol. 60, no. 3, pp. 1124–1137, Mar. 2011.
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