Hybrid automatic repeat request method based on improved effective signal-to-noise ratio

A technology of hybrid automatic retransmission and signal-to-noise ratio, applied in the field of satellite communication, can solve the problem that it is difficult to take into account the data transmission error rate and transmission efficiency at the same time, so as to improve the throughput rate, reduce the bit error rate, and reduce the number of retransmissions Effect

Pending Publication Date: 2021-11-02
DALIAN UNIV
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Problems solved by technology

[0004] Aiming at the problem that the traditional hybrid automatic repeat request method in the AOS system is difficult to take into account the bit error rate and transmission efficiency of data transmission at the same time during the transmission process, the present invention proposes a hybrid automatic repeat request method based on improved effective signal-to-noise ratio

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  • Hybrid automatic repeat request method based on improved effective signal-to-noise ratio
  • Hybrid automatic repeat request method based on improved effective signal-to-noise ratio
  • Hybrid automatic repeat request method based on improved effective signal-to-noise ratio

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Embodiment 1

[0070] In order to further ensure the bit error rate of the AOS system while improving the throughput rate of the wireless transmission process and reducing the number of retransmissions of the AOS system, the present invention proposes a HARQ algorithm based on Improved Effective SNR (Improved Effective SNR, IESNR), combined with LSTM Build a hybrid model with HMM to predict the relationship between ESNR changes during channel transmission, combine LSTM to improve the defects affected by delay in the HMM prediction process, reduce redundant prediction steps, and dynamically adjust Hamming code supervision symbols according to ESNR at different times Quantity, by adjusting the code rate of channel coding to improve the data transmission efficiency of the AOS system and reduce the number of retransmissions of the system.

[0071] In wireless communication systems, interleaving and spread spectrum techniques are generally used to weaken the correlation between transmitted data, s...

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Abstract

The invention discloses a hybrid automatic repeat request method based on an improved effective signal-to-noise ratio. The method comprises the following steps: establishing a hybrid prediction model based on an HMM and an LSTM network; training a hybrid prediction model through the change data of the historical signal-to-noise ratio SNR, and obtaining the change trend of the effective signal-to-noise ratio ESNR of the channel at the next moment by using the trained hybrid prediction model; adjusting a check bit of a Hamming code according to the change trend of the effective signal-to-noise ratio ESNR and completing a data transmission process; in the transmission process, enabling the receiving end to carry out decoding and judging whether the decoding is successful or not: if the decoding is successful, continuing the transmission, if the decoding is failed, carrying out the retransmission, continuing to judge whether the decoding is successful or not, if the decoding is not successful and the number of retransmission times does not reach an upper limit value, continuing the retransmission of the data. According to the method, the bit error rate can be obviously reduced, the retransmission times are reduced, and the throughput rate of the system is improved.

Description

technical field [0001] The invention relates to the field of satellite communication, in particular to a hybrid automatic retransmission request method based on an improved effective signal-to-noise ratio. Background technique [0002] With the rapid development of satellite communication in the world today, in the field of space information transmission, the demand for effective and reliable data transmission is increasing. How to minimize the bit error rate under the condition of ensuring the efficiency of data transmission has become an increasingly issues of increasing concern. However, satellite communication has the characteristics of long delay, high bit error and discontinuity. In order to improve the shortcomings of satellite communications, in 1982, several major space agencies in the world jointly established the Consultative Committee for Space Data Systems (CCSDS), and developed advanced on-orbit systems based on conventional on-orbit systems. System (Advanced...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): H04L1/18G06N3/04G06K9/62
CPCH04L1/1812G06N3/044G06F18/214
Inventor 刘庆利曹娜王美恩李梦倩商佳乐
Owner DALIAN UNIV
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