A DoA Estimation Method Based on DFT Enhancement in Large-Scale Arrays

A DOA, large-scale technology, applied in the field of DOA estimation based on DFT enhancement, can solve the problems of high complexity, and achieve the effect of easy application and reduced operation cost

Active Publication Date: 2022-04-01
NANJING UNIV OF AERONAUTICS & ASTRONAUTICS
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Problems solved by technology

Unlike the traditional DFT method that uses phase search to obtain accurate DOA estimation angles, the method of the present invention uses a combination of DFT and Taylor expansion to solve the problem of high complexity in DOA estimation algorithms for large-scale antenna arrays

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  • A DoA Estimation Method Based on DFT Enhancement in Large-Scale Arrays
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  • A DoA Estimation Method Based on DFT Enhancement in Large-Scale Arrays

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Embodiment Construction

[0042] The present invention is described in further detail now in conjunction with accompanying drawing.

[0043] The process of the DOA estimation method based on DFT enhancement in a large-scale array provided by the present invention is as follows: figure 1 As shown, the constructed DFT matrix F is multiplied by the output function of the array to obtain the data after DFT processing; search the data after DFT processing to find the position of its maximum value, and then calculate the rough initial DOA estimation angle; Perform Taylor expansion on the array manifold matrix of the array, and then use the overall least squares method to obtain the difference between the actual angle and the initial estimated angle; add the initial angle to the difference to obtain the final accurate DOA estimated angle. The specific implementation is as follows:

[0044] Step 1: Receive multiple radiation source signals and estimate the signal angle of arrival:

[0045] consider as figu...

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Abstract

A DOA estimation method based on DFT enhancement in a large-scale array, through the combination of DFT and Taylor expansion algorithm to obtain an accurate estimation of DOA: First, for the spatial signal received by a large-scale antenna array, use DFT to obtain the initial signal of the signal DOA estimation; then, on the basis of obtaining the initial angle, the first-order Taylor series expansion of the array direction matrix is ​​performed at the initial angle, and then the difference between the real signal angle and the initial angle is obtained by the overall least square method; finally, the initial The difference is added to the angle to obtain an accurate DOA estimated angle. The invention skillfully combines DFT transformation, Taylor series expansion and the characteristics of large-scale antenna arrays, breaks through the technical bottleneck that traditional subspace algorithms require huge complexity when applied to large-scale antenna arrays and is not easy to apply in practice, and can be faster and faster. The target signal angle can be accurately estimated, the operation cost is low, the effect is good, and it is easy to implement in engineering.

Description

technical field [0001] The invention belongs to the technical field of large-scale antenna direction finding, and in particular relates to a DOA estimation method based on DFT enhancement in a large-scale array. Background technique [0002] Massive multi-input multi-output (Massive MIMO) technology will be an important physical layer technology of the fifth generation wireless communication system (Fifth Generation, 5G). In the Massive MIMO wireless communication system, the base station will use a large-scale array composed of hundreds of antennas. [0003] When using large-scale antenna arrays for Direction of arrival (DOA) estimation, conventional subspace-based DOA estimation algorithms, such as multiple signal classification (Multiple signal classification, MUSIC), use rotation-invariant parameter estimation (Estimation of signal parameter viarotational invariance, ESPRIT), which is limited because of its high computational complexity. First of all, the application o...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G01S3/14
CPCG01S3/14
Inventor 李建峰马鹏辉晋本周张小飞吴启晖
Owner NANJING UNIV OF AERONAUTICS & ASTRONAUTICS
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