Abstract
This paper introduces a reduced state signal model in which interfering signals are suppressed with the help of beamforming. Based on our model, a particle filtering algorithm integrated with beamformer for satellite navigation signal tracking is proposed to increase the computational efficiency and the robustness to the signal model mismatch from unknown interference. Through extensive simulations and flop complexity analysis, we verify the superiority of the proposed algorithm against existing Bayesian filtering algorithms without beamforming.
| Original language | English |
|---|---|
| Pages (from-to) | 1267-1283 |
| Number of pages | 17 |
| Journal | IEEE Transactions on Aerospace and Electronic Systems |
| Volume | 52 |
| Issue number | 3 |
| DOIs | |
| Publication status | Published - 1 Jun 2016 |
| Publication type | A1 Journal article-refereed |
Publication forum classification
- Publication forum level 2
ASJC Scopus subject areas
- Electrical and Electronic Engineering
- Aerospace Engineering