The detection of low received power of global positioning system (GPS) signals in the signal acquisition process is an important issue for GPS applications. Improving the miss-detection problem of low received power signal is crucial, especially for urban or indoor environments. This paper proposes a signal existence verification (SEV) process to detect and subsequently verify low received power GPS signals. The SEV process is based on the time-frequency representation of GPS signal, and it can capture the characteristic of GPS signal in the time-frequency plane to enhance the GPS signal acquisition performance. Several simulations and experiments are conducted to show the effectiveness of the proposed method for low received power signal detection. The contribution of this work is that the SEV process is an additional scheme to assist the GPS signal acquisition process in low received power signal detection, without changing the original signal acquisition or tracking algorithms.
References
[1]
Misra, P.; Enge, P. Global Positioning System: Signals, Measurements and Performance, 2nd ed. ed.; Ganga-Jamuna Press: Lincoln, MA, USA, 2006.
[2]
Kaplan, E.D.; Hegarty, C. Understanding GPS: Principles and Applications, 2nd ed. ed.; Artech House: Norwood, MA, USA, 2005.
[3]
Tsui, J.B.Y. Fundamentals of Global Positioning System Receivers: A Software Approach, 2nd ed. ed.; John Wiley & Sons: Hoboken, NJ, USA, 2004.
[4]
Braasch, M.S.; van Dierendonck, A.J. GPS receiver architectures and measurements. Proc. IEEE?1999, 87, 48–64, doi:10.1109/5.736341.
[5]
Lin, M.; Tsui, J.B.Y. Comparison of Acquisition Methods for Software GPS Receiver. Proceedings of Institute of Navigation GPS Conference 2000, Salt Lake City, UT, USA; 2000; pp. 2385–2390.
[6]
Psiaki, M.L. Block Acquisition of Weak GPS Signals in a Software Receiver. Proceedings of Institute of Navigation GPS Conference 2001, Salt Lake City, UT, USA; 2001; pp. 2838–2850.
[7]
Carmona, R.; Hwang, W.L.; Torresani, B. Practical Time-Frequency Analysis: Gabor & Wavelet Transforms with an Implementation in S (Wavelet Analysis and Its Applications, Vol 9); Academic Press: New York, NY, USA, 1998; pp. 175–190.
[8]
Jan, S.S.; Sun, C.C. The Weighted Coherent Overlapping Tracking Method for GPS Receivers. J. Chin. Soc. Mech. Eng?2009, 30, 229–237.
[9]
Sun, C.C.; Jan, S.S. A Study on the Application of the Empirical Mode Decomposition to GPS Signal Acquisition Process. J. Aero. Astro. Aviation?2009, 41, 83–89.
[10]
Sun, C.C.; Jan, S.S. Time-Frequency Analyses of Global Navigation Satellite System Signals. Proceedings of Institute of Navigation GNSS Conference 2009, Savannah, GA, USA; 2009; pp. 2629–2636.
Camps, A.; Tarongí, J.M. RFI Mitigation in Microwave Radiometry Using Wavelets. Algorithms?2009, 2, 1248–1262, doi:10.3390/a2031248.
[13]
Aram, M.; El-Rabbany, A.; Krishnan, S.; Anpalagan, A. Single Frequency Multipath Mitigation Based on Wavelet Analysis. J. Navig?2007, 60, 281–290, doi:10.1017/S0373463307004146.
[14]
Li, X.; Rizos, C.; Ge, L.; Ambikairajah, E. Application of 3D time-frequency analysis in monitoring full-scale structural response. J. Geospat. Eng?2007, 8, 41–51.
[15]
Xu, L.; Guo, J.J.; Jiang, J.J. Time-frequency analysis of a suspension bridge based on GPS. J. Sound Vib?2002, 254, 105–116, doi:10.1006/jsvi.2001.4087.
[16]
Huang, N.E.; Shen, Z.; Long, S.R.; Wu, M.C.; Shih, H.H.; Zheng, Q.; Yen, N.C.; Tung, C.C.; Liu, H.H. The Empirical Mode Decomposition and the Hilbert Spectrum for Nonlinear and Nonstationary Time Series Analysis. Proc. R. Soc. Lond. A?1998, 454, 903–995, doi:10.1098/rspa.1998.0193.
[17]
Farge, M. Wavelet Transforms and Their Applications to Turbulence. Annu. Rev. Fluid Mech?1992, 24, 395–457, doi:10.1146/annurev.fl.24.010192.002143.
[18]
Boashash, B. Time-Frequnecy Signal Analysis, Methods and Applications; Longman: Cheshire, Australia, 1992.
[19]
Jeng, Y.N.; Huang, J.M.; Tsai, J.L. New Time-Frequency Analysis of Acoustic Data. Presented at Taiwan-Indonesia Workshop on Aeronautical Science, Tainan, Taiwan, November 13–16, 2006.
[20]
Jeng, Y.N.; Cheng, Y.C. Fourier Sine/Cosine Spectrums and Errors of Derivatives Estimated by Spectrums. Proceedings of 17th Combustion Conference, Chania, Greece, April 11–13, 2007.
[21]
Hahn, S.L. Hilbert transforms in signal processing; Artech House: Boston, MA, USA, 1996; pp. 146–157.
[22]
Jeng, Y.N.; Chen, J.C.T. Some Detailed Information of a Low Speed Turbulent Flow over a Bluff Body Evaluated by New Time-Frequency Analysis. Presented at the 3rd AIAA Flow Control Conference, San Francisco, CA, USA, June 5–8, 2006.
[23]
Parkinsion, B.W.; Spilker, J.J. Global Positioning System: Theory & Applications (Volume One and Two); American Institute of Aeronautics & Astronautics: Reston, VA, USA, 1996.
[24]
Akos, D.M. A Software Radio Approach to Global Navigation Satellite System Receiver Design. PhD dissertation, Ohio University, Athens, OH, USA, 1997.
[25]
Oppenheim, A.V.; Sch?fer, R.W.; Buck, J.R. Discrete-Time Signal Processing, 2nd ed. ed.; Prentice-Hall: Bergen County, NJ, USA, 1999; p. 746.
[26]
Gao, G.X. DME/TACAN Interference and its Mitigation in L5/E5 Bands. Proceedings of Institute of Navigation GNSS Conference 2007, Fort Worth, TX, USA; 2007; pp. 1191–1200.
[27]
Borre, K.; Akos, D.M.; Bertelsen, N.; Rinder, P.; Jensen, S.H. A Software-Defined GPS and Galileo Receiver: A Single-Frequency Approach; Springer Verlag: New York, NY, USA, 2007.