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98th IEEE Vehicular Technology Conference (VTC-Fall)

作者： Yang, Jie Yan, Changyi Ma, Ying He, Yixin Yang, Jie Beijing Inst Technol Sch Informat & Elect Beijing Peoples R China Beijing Inst Technol Sch Cyberspace Sci & Technol Beijing Peoples R China

ISBN: (纸本)9798350329285

punctured convolutional codes are widely applied in satellite communication systems and mobile communication systems. Blind recognition of channel coding plays a significant role in wireless communication technologies such as cognitive radio and radio spectrum detection. This work proposes a deep multi-scale convolution neural network (CNN) which is composed of a multi-scale feature extractor and dilated convolution layers for punctured convolutional codes recognition. The multi-scale feature extractor can better extract the features of different punctured matrices from codeword sequence with convolution kernels of different sizes. The dilated convolution layers expand the receptive field by using different dilation factors. In addition, mixture of experts is adopted to improve model stability and increase classification accuracy. Experimental results demonstrate that the proposed model performs consistently better than existing models on punctured convolutional codes. The proposed multi-scale CNN also shows better performance on common convolutional codes with code rate R = 1/2 and diverse constraint lengths.

关键词： multi-scale feature extractor dilated CNN channel code recognition punctured convolutional code deep learning

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A Fast Method for Blind Identification of punctured convolutional codes

A Fast Method for Blind Identification of Punctured Convolut...

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作者： Han, S. N. Brno University of Technology

The existing method for blind identification of a punctured convolutional code involves searching for dual words and the puncturing pattern exhaustively. As the length of the dual words and the code rate increase, the computational complexity of this method expands exponentially. To address this problem, a fast scheme for blind identification of punctured convolutional codes is proposed. First, a recursive algorithm for solving the parity check equation set is proposed. The dual word and generator polynomial bases of the punctured convolutional code are estimated by using the recursive algorithm. After this, by using the structural properties of the generator matrix of the blocked code, possible generator matrices of the punctured convolutional code are obtained. Finally, since a generator polynomial of the parent convolutional code can be recovered from any column of its polycyclic pseudocirculant matrix, the corresponding generator matrix of the parent code and the puncturing pattern are reconstructed simultaneously from an estimation of the generator matrix of the punctured code. The reconstructed generator matrix of the parent code with a minimal constraint length is determined to be the identification result. Simulation experiments show the effectiveness of the proposed method. As there is no need to search for the dual word and puncturing pattern exhaustively, the method can achieve fast identification of punctured convolutional codes. Additionally, the method is robust to bit errors in the received sequence.

关键词： punctured convolutional code blind identification recursive algorithm generator matrix puncturing pattern

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An efficient algorithm for the reconstruction of punctured convolutional codes

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EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING 2017年第1期2017卷 1页

作者： Chung, Habong Jang, Hwanseok Seong, Jinwoo Hongik Univ Dept Elect Engn Wausan Rd 94 Seoul 04066 South Korea Daumsoft Hannam Rd 21 Seoul South Korea Hongik Univ Elect Informat & Commun Engn Wausan Rd 94 Seoul 04066 South Korea

Puncturing is one of the methods of increasing the code rate, and the original code before puncturing is called the mother code. Any (N,K) convolutional code is obtainable by puncturing some (n,1) mother codes. The objective of a blind recognition of a channel code is to obtain its generator from the intercepted noisy bit stream. The process of the blind recognition of punctured convolutional codes consists of two parts: the reconstruction of the PGM of the (N,K) punctured convolutional code and the searching process of the mother code and its puncturing pattern. The process of finding the mother code is important for designing the optimum channel decoder. In this paper, a new searching algorithm with the computational complexity of O(K-4) polynomial operations is proposed, compared to the existing searching algorithm by M. Cluzeau which requires O(K-6) polynomial operations.

关键词： punctured convolutional code Mother code Blocked convolutional code Polynomial generator matrix

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Sufficient Conditions for an (n, 1) Mother code and Its Puncturing Pattern to generate a Given convolutional code 7

Sufficient Conditions for an (<i>n</i>, 1) Mother Code and I...

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7th International Workshop on Signal Design and Its Applications in Communications (IWSDA)

作者： Chung, Habong Jang, Hwanseok Seong, Jinwoo Hongik Univ Seoul South Korea

ISBN: (纸本)9781467383080

Puncturing is the most common way of increasing the rate of convolutional codes. The puncturing process is done to the original code called the mother code by a specific puncturing pattern. In this article, we investigate into the question whether any convolutional code is obtainable by puncturing some (n, 1) mother codes. We present two sufficient conditions for the mother code and the puncturing pattern to satisfy in order that the punctured code is equivalent to the given (N, K) convolutional code.

关键词： punctured convolutional code Mother code Puncturing Pattern Polynomial Generator Matrix

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AN INTELLIGENT VIDEO STREAMING DELIVERY OF SVC BASED ON RATELESS UEP convolutional code 3

AN INTELLIGENT VIDEO STREAMING DELIVERY OF SVC BASED ON RATE...

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3rd IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS)

作者： Liu, Jing Shen, Yun Liu, Yitong Li, Nanxi Yang, Dacheng Beijing Univ Posts & Telecommun Beijing 100876 Peoples R China

ISBN: (纸本)9781479947195

This paper presents a new intelligent computing method of adaptive streaming video delivery based on Unequal Error Protection (UEP) rateless code for a Scalable Video Coding (SVC) video source, which can be applied to both broadcast and end-to-end scenario. The proposed rateless UEP code is generated by concatenating punctured convolutional codes and LT codes with a specific coding graph. It provides superior UEP performance on different quality level symbols and gives greater decoding probability and higher priority to the base layer over the enhancement layers without excessive overhead. Meantime, the proposed delivery ensures that the layer with higher important level completes decoding before the layer with relatively lower important level. In this paper, the performance of coding scheme in terms of overhead and decoding probability is analyzed and the applicability to bandwidth and packet loss rate (PLR) of Dynamic Adaptive Streaming based on HTTP (DASH) and HTTP Live Streaming (HLS) are compared in the simulation. The simulation results have shown that the new adaptive streaming video delivery method is more suitable to the fluctuant bandwidth and has better performance on preventing packet loss.

关键词： Adaptive streaming punctured convolutional code Rateless code Scalable video coding SVC Unequal error protection

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AN INTELLIGENT VIDEO STREAMING DELIVERY OF SVC BASED ON RATELESS UEP convolutional code

AN INTELLIGENT VIDEO STREAMING DELIVERY OF SVC BASED ON RATE...

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2014 IEEE 3rd International Conference on Cloud Computing and Intelligence Systems

作者： Jing Liu Yun Shen Yitong Liu Nanxi Li Dacheng Yang Beijing University of Posts and Telecommunications

This paper presents a new intelligent computing method of adaptive streaming video delivery based on Unequal Error Protection(UEP) rateless code for a Scalable Video Coding(SVC) video source,which can be applied to both broadcast and end-to-end *** proposed rateless UEP code is generated by concatenating punctured convolutional codes and LT codes with a specific coding *** provides superior UEP performance on different quality level symbols and gives greater decoding probability and higher priority to the base layer over the enhancement layers without excessive ***,the proposed delivery ensures that the layer with higher important level completes decoding before the layer with relatively lower important *** this paper,the performance of coding scheme in terms of overhead and decoding probability is analyzed and the applicability to bandwidth and packet loss rate(PLR) of Dynamic Adaptive Streaming based on HTTP(DASH) and HTTP Live Streaming(HLS) are compared in the *** simulation results have shown that the new adaptive streaming video delivery method is more suitable to the fluctuant bandwidth and has better performance on preventing packet loss.

关键词： Adaptive streaming punctured convolutional code Rateless code Scalable video coding SVC Unequal error protection

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A Construction of High Rate punctured convolutional codes

A Construction of High Rate Punctured Convolutional Codes

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International Symposium on Information Theory and its Applications (ISITA)

作者： Sasano, Hiroshi Moriya, Sen Kinki Univ Sch Sci & Engn Higashiosaka Osaka 5778502 Japan

ISBN: (纸本)9784885522673

We consider two methods that construct high rate punctured convolutional codes. First, we present best high rate R = (n - 1)/n punctured convolutional codes, for n = 5, 6, ... , 16, which are found by exhaustive searches. To obtain the best code, we use a regular convolutional code whose weight spectrum is equivalent to that of each punctured convolutional code. We search these regular equivalent codes for the best one. Next, we present a method that searches for good punctured convolutional codes by partial searches. This method searches the codes that are derived from R = 1/2 original codes obtained in the first method. By this method, we obtain some good punctured convolutional codes that have superior performance compared with that of the best codes.

关键词： punctured convolutional code codes Searches Equivalent

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Theoretical analysis of bit error probability for punctured convolutional codes

Theoretical analysis of bit error probability for punctured ...

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International Symposium on Information Theory and its Applications (ISITA)

作者： Yoshikawa, Hideki Tohoku Gakuin Univ Fac Engn Tagajo Miyagi 9858537 Japan

ISBN: (纸本)9784885522673

The analytical error performance of convolutional codes with short constraint length and rate 1/n can be derived by iterative calculation of probability density function of relative state metric. This analytical technique can be also applied to punctured convolutional codes by periodic probability density function. In this paper, an analytical results of bit error probability for punctured convolutional codes using Viterbi decoding over binary symmetric channel are presented.

关键词： punctured convolutional code bit error probability Probability density function Theoretical analysis binary symmetric channel constraint length iterative calculation Viterbi decoding error performance convolutional coding

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Spectrum Resource Reduction Method using Hybrid ARQ for OFDM Cellular Relay System

Spectrum Resource Reduction Method using Hybrid ARQ for OFDM...

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1st International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace and Electronic Systems Technology

作者： Setoyanagi, Akihiro Fujii, Takeo Univ Electrocommun Adv Wireless Commun Res Ctr AWCC Chofu Tokyo 1828585 Japan

ISBN: (纸本)9781424440665

This paper proposes a spectrum resource reduction method using a hybrid ARQ for OFDM cellular system by relaying the required data with error from the relay station. In this system, we consider a direct communication from a base station to a mobile station using OFDM cellular system like WiMAX and a relayed network from the relay station to the mobile station using highly reliable short range network like wireless LAN. In order to reduce the spectrum resource from the base station to the mobile station by using the relay station, we apply an adaptive rate control and an adaptive retransmission control based on a Hybrid ARQ by using a punctured convolutional code. The proposed method controls the coding rate transmitted from the base station by checking two kinds of the channel status one is from the base station to the relay station, and the other one is from the base station to the mobile station.

关键词： Cellular relay system Hybrid ARQ Adaptive rate control punctured convolutional code

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Blind recognition of punctured convolutional codes

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Science in China(Series F) 2005年第4期48卷 484-498页

作者： LUPeizhong LIShen ZOUYan LUOXiangyang DepartmentofComputerScienceandEngineering FudanUniversityShanghai200433China InstituteofInformationEngineering InformationandEngineeringUniversityZhengzhou450002China

This paper presents an algorithm for blind recognition of punctured convo-lutional codes which is an important problem in adaptive modulation and coding. For a given finite sequence of convolutional code, the parity check matrix of the convolutional code is first computed by solving a linear system with adequate error tolerance. Then a minimal basic encoding matrix of the original convolutional code and its puncturing pattern are determined according to the known parity check matrix of the punctured convolutional code.

关键词： blind recognition punctured convolutional code generator matrix puncturing pattern.

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