A large-scale mimo detection method and detection device

A detection method and a technology of a detection device, which are applied in radio transmission systems, baseband systems, and shaping networks in transmitters/receivers, etc., can solve problems such as poor fault tolerance of detection algorithms, limited application range, and a large number of arithmetic operations, and achieve Effect of detection performance improvement

Active Publication Date: 2018-07-27
SOUTHEAST UNIV
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Problems solved by technology

However, the approximation error is related to the configuration of the number of antennas, which limits its application range
Although the iterative detection algorithm based on belief propagation (BP) avoids matrix inversion, it still requires a lot of arithmetic operations in hardware implementation
In addition, these deterministic detection algorithms have poor fault tolerance

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  • A large-scale mimo detection method and detection device
  • A large-scale mimo detection method and detection device
  • A large-scale mimo detection method and detection device

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Embodiment Construction

[0028] The technical scheme of the present invention is described in detail below in conjunction with accompanying drawing:

[0029] The basic principle of the existing real number field BP detection algorithm is as follows: in the MIMO system, its equivalent real number field model is used to construct the corresponding factor graph, and the complex number field operation is transformed into the real number field operation to realize the iterative detection based on BP. Among them, the transmitting signal is called "signal node", and the receiving signal is called "observation node". First, each signal node updates the prior information according to the posterior information obtained from the variable node, and then transmits it to all the observation nodes connected to it. Second, each observation node calculates the posterior information based on the prior information from the signal node, and then transmits back to the signal node connected to it. Thus, a message update a...

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Abstract

The invention discloses a large-scale MIMO (Multiple-Input Multiple-Output) detecting method and belongs to the technical field of wireless communication. The large-scale MIMO detecting method comprises the steps of detecting an MIMO signal by utilizing a BP (Belief Propagation) based iterative algorithm in a real number domain; before BP iteration, firstly normalizing and quantifying all the definitive variables to enable the variables to be within a range of [-1, 1], and then representing the normalized and quantified definitive variables by using random bit streams with symbols; in the BP iteration process, finishing updating and delivery of information through random calculation; and after the BP iteration is finished, converting the random bit streams output after iteration into the definitive variables to serve as output soft information. The invention also discloses a large-scale MIMO detecting device. By combining the BP algorithm in the real number domain with random calculation, the hardware consumption and system delay just increase linearly along with the addition of the number of transmitting or receiving antennas while the detecting performance as same as that of definite detection is guaranteed, and accordingly the large-scale MIMO detecting method and device can well adapt to large-scale MIMO scenes.

Description

technical field [0001] The present invention relates to the technical field of wireless communication, in particular to a massive MIMO (Multiple-Input Multiple-Output, multiple-input-multiple-output) detection method and detection device. Background technique [0002] With the rapid development of wireless communication technology, mobile communication has become a hot technology with the greatest development potential and the broadest market prospect in today's communication field. Mobile communication has experienced the development of the first generation of analog communication (1G), the second generation of cellular digital communication (2G), and the third generation of CDMA broadband communication (3G), and has now entered the industrialization of the fourth generation of mobile communication (4G) application stage. Mobile communication is developing towards high speed, high capacity, high spectral efficiency and low power consumption, and continuously meets people's...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): H04B7/0413H04L25/03
CPCH04B7/0413H04L25/03184
Inventor 张川杨俊梅尤肖虎
Owner SOUTHEAST UNIV
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