Nest multiple-input and multiple-output radar DOA estimating method based on compressed sensing

A compressive sensing and multi-input technology, applied in the field of communication, can solve problems such as easy occurrence of false peaks in the solution results, difficulty in determining the real orientation of the target, etc., and achieve the effect of improving the estimation accuracy

Active Publication Date: 2014-06-25
XIDIAN UNIV
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Problems solved by technology

This method (hereinafter referred to as the L1-L2 method) is suitable for the DOA estimation problem of the underdetermined direction of arrival. The disadvantage is that the solution results are prone to false peaks, which makes it difficult to determine the true orientation of the target.

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  • Nest multiple-input and multiple-output radar DOA estimating method based on compressed sensing
  • Nest multiple-input and multiple-output radar DOA estimating method based on compressed sensing
  • Nest multiple-input and multiple-output radar DOA estimating method based on compressed sensing

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Embodiment Construction

[0036] The present invention will be further described below in conjunction with the accompanying drawings.

[0037] Refer to attached figure 1 , the concrete steps of the present invention are as follows.

[0038] Step 1, determine the sending and receiving formation.

[0039] According to the calculation formula of the nested array element position coordinate set as follows, calculate the nested array element position coordinate set to obtain the nested array:

[0040] { x i } = { id } , ( i = 1 , · · · , 0.5 Q ...

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Abstract

The invention discloses a nest multiple-input and multiple-output radar DOA estimating method based on compressed sensing. The implementing process includes the steps that (1), an emitting array and a receiving array of a nest multiple-input and multiple-output radar are determined by using an array element layout form of a nest array; (2), each pulse repetition period of the radar is matched with a filtering echo signal; (3), a covariance matrix matched with filtering output data is vectorized; (4), a matrix reconstruction method and singular value decomposition are adopted for obtaining noise subspace; (5), an L1norm bound term and an L2 norm bound term in a sparse recovery problem are constructed; (6), the target DOA is determined by solving the sparse recovery problem. The freedom degree expansion characteristic and the high resolution characteristic of compressed sensing of the nest array are used at the same time, and the estimating method can be used for accurately positioning targets with the number larger than the total number of virtual array elements through the radar.

Description

technical field [0001] The invention belongs to the technical field of communication, and further relates to a method for estimating Direction-of-Arrival DOA (Direction-of-Arrival DOA) based on nested multiple-input multiple-output radar in the technical field of radar. The invention can be used to realize accurate positioning of targets whose number is more than the total number of multiple-input multiple-output radar virtual array elements. Background technique [0002] Compared with the phased array radar, the multi-input multi-output radar can effectively expand the aperture of the array and improve the degree of freedom, which is conducive to the detection of multiple targets. Existing technologies for multi-input multi-output radar array design mainly focus on the uniform array arrangement, and virtualize multiple equidistant array elements through large-spaced transmitting arrays and small-spaced receiving arrays, thereby improving the system's parameter recognizabili...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F19/00G01S7/02
Inventor 廖桂生杨杰黄岩
Owner XIDIAN UNIV
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