研究目的
Investigating the joint estimation of direction of departure (DOD) and direction of arrival (DOA) for bistatic MIMO radar systems in the presence of both circular and noncircular signals.
研究成果
The proposed algorithm effectively estimates DOD and DOA in bistatic MIMO radar systems with coexisting circular and noncircular signals, offering improved accuracy and the ability to detect more signals compared to methods that do not utilize noncircularity characteristics. The performance enhancement is more pronounced with an increasing number of noncircular signals.
研究不足
The proposed algorithm requires prior knowledge of the number of circular and noncircular signals. The maximum number of detectable signals is constrained by the array configuration and the algorithm's inherent limitations.
1:Experimental Design and Method Selection:
The study employs ESPRIT and Unitary ESPRIT algorithms for angle estimation in bistatic MIMO radar systems.
2:Sample Selection and Data Sources:
Simulated data from a bistatic MIMO radar system with specified parameters.
3:List of Experimental Equipment and Materials:
Not explicitly mentioned, but involves simulation tools for radar signal processing.
4:Experimental Procedures and Operational Workflow:
The methodology includes modifying the received signal model to account for noncircularity, deriving spatially rotational invariant equations, and solving these equations using total least squares technology.
5:Data Analysis Methods:
Performance evaluation through root mean square error (RMSE) of angle estimation and comparison with conventional methods.
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