研究目的
Investigating the efficient localization algorithm of mixed far-field and near-field sources using uniform circular array.
研究成果
The proposed algorithm provides higher resolution and accuracy for DOA estimations of NFSs compared to TSMUSIC and TSMD, despite its higher computational complexity.
研究不足
Higher computational complexity compared to TSMUSIC and TSMD methods.
1:Experimental Design and Method Selection:
The algorithm uses high-order cumulant matrices to estimate DOAs and distinguish between FFSs and NFSs.
2:Sample Selection and Data Sources:
Simulation with an eight-sensor symmetric UCA and two equal power narrowband signals (one NFS and one FFS).
3:List of Experimental Equipment and Materials:
Uniform Circular Array (UCA) with radius R = λ.
4:Experimental Procedures and Operational Workflow:
Building two four-order cumulant matrices, estimating DOAs, distinguishing FFSs and NFSs, and estimating ranges of NFSs.
5:Data Analysis Methods:
Using MUSIC algorithm for DOA and range estimation, comparing with TSMUSIC and TSMD algorithms.
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