PLC signal reconstruction method and system utilizing Dantzig selector

Abstract

Embodiments of the invention discloses a PLC signal reconstruction method and system using a Dantzig selector. The method comprises the following steps: step 101, acquiring a signal sequence S acquired according to a time sequence; step 102, solving a fixed approximation step length t; step 103, solving a trace vector z; step 104, solving a Dantzig selector G; step 105, solving a Dantzig correlation matrix P; step 106, solving a Dantzig sparsity p; and step 107, solving a reconstructed signal sequence S(new).

Description

technical field [0001] The invention relates to the field of electric power, in particular to a PLC signal reconstruction method and system. Background technique [0002] Compared with various wired communication technologies, power line communication has the advantages of no need for rewiring, easy networking, etc., and has broad application prospects. Power line communication technology is divided into narrowband power line communication (Narrowband over power line, NPL) and broadband power line communication (Broadband over power line, BPL); narrowband power line communication refers to the power line carrier communication technology with a bandwidth limited to 3k500kHz; power line communication technology includes European CENELEC regulated bandwidth (3148.5kHz), the regulated bandwidth (9 490kHz) of the US Federal Communications Commission (FCC), the regulated bandwidth (9 450kHz) of the Japan Association of Radio Industries and Businesses (ARIB), and China The specifi...

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Problems solved by technology

[0003] Although the power line communication system has a wide range of applications and the technology is relatively mature, a large number of branches and electrical equipment in the power line communication system will generate a lot of noise in the power line channel; among them, random impulse noise has great randomness, and the noise intensity High, causing serious damage to the power line communication system, therefore, the suppression technology for random impulse noise has been the focus of research by domestic and foreign scholars; and the noise model does not conform to the Gaussian distribution

Therefore, the traditional communication system designed for Gaussian noise is no longer applicable to the power line carrier communication system, and the corresponding noise suppression technology must be studied to improve the signal-to-noise ratio of the power line communication system, reduce the bit error rate, and ensure the quality of the power line communication system

[0004] In practical applications, some simple nonlinear techniques are often used to eliminate power line channel noise, such as Clip-ping, Blanking and Clipping / Blanking techniques, but these research methods must work well under a certain signal-to-noise ratio. Only considering the elimination of impact noise, in the power line communication system, some commercial power line transmitters are characterized by low transmission power. In some special cases, the transmission power may even be lower than 18w. Therefore, in some special cases, the signal Will be drowned in a lot of noise, resulting in a low signal-to-noise ratio situation in the power line communication system

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