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Performance Analysis of ADS-B Overlapping Signal Separation Algorithm based on RLS

Volume 14, Number 3, March 2018, pp. 585-591
DOI: 10.23940/ijpe.18.03.p20.585591

Zhaoyue Zhang

College of Air Traffic Management, Civil Aviation University of China, Tianjin, 300300, China

(Submitted on December 9, 2017; Revised on January 16, 2018; Accepted on February 17, 2018)


Abstract:

In order to solve the problem of incorrectly decode the ADS-B signal and the missing aircraft information caused by overlap and interference, in the information transmission process of 1090ES ADS-B signal, a multi overlapping 1090ES ADS-B signal separation algorithm based on RLS algorithm is proposed. After a comprehensive analysis of the ADS-B signal to a plurality of base stations, the algorithm applies RLS blind source separation and recovers the source signals of ADS-B, thereby improving signal decoding accuracy and the dynamic performance monitoring for aircraft. The paper has verified the signal separation, including signals based on two level overlapped and three level overlapped and signals with noise, and verified the feasibility of RLS algorithm in ADS-B signal separation by MATLAB simulation test.

 

References: 9

  1. B. S. Ali, “System specifications for developing an Automatic Dependent Surveillance-Broadcast (ADS-B) monitoring system,” International Journal of Critical Infrastructure Protection, vol. 15, pp. 40-46, December 2016.
  2. B. S. Ali, W. Y. Ochieng, and R. Zainudin, “An analysis and model for Automatic Dependent Surveillance Broadcast (ADS-B) continuity,” Gps Solutions, vol. 1, pp. 1-14, 2017.
  3. S. Cruces-Alvarez, A. Cichocki, L. Castedo-Ribas, “An iterative inversion approach to blind source separation,” IEEE Press, 2000.
  4. T. Delovski, K. Werner, T. Rawlik, “ADS-B over Satellite The world’s first ADS-B receiver in Space,” in Proceedings of the Small Satellites Systems and Services Symposium, 2014.
  5. R. V. D. Pryt and R. Vincent, “A Simulation of Signal Collisions over the North Atlantic for a Spaceborne ADS-B Receiver Using Aloha Protocol,” Positioning, vol. 6, no. 3, pp. 23-31, 2015.
  6. RTCA, “DO-260B: Minimum Operational Performance Standards for 1090 MHZ Extended Squitter Automatic Dependent Surveillance-Broadcast (ADS-B) and Traffic Information Services Broadcast (TIS-B),” 2013.
  7. K. Y. Yan. K. Y, L. Ze-Jun, H. W. Shi, “An Improved Fast ICA ADS-B 1090ES Signal Separation Technique,” Computer & Modernization, 2014
  8. H. Yu, Z. Liu, “The Research on the Adaptive Algorithms of Blind Signal Separation,” Computing Technology and Automation, vol. 4, pp. 76-79, 2008.
  9. W. T. Zhang, S. T. Lou, Y. L. Zhang, “Robust nonlinear power iteration algorithm for adaptive blind separation of independent signals,” Digital Signal Processing, vol. 20, no. 2, pp. 541-551, 2010

 

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Attachments:
Download this file (IJPE-2018-03-20.pdf)IJPE-2018-03-20.pdf[Performance Analysis of ADS-B Overlapping Signal Separation Algorithm based on RLS]265 Kb
 

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