2017 Information Theory and Applications Workshop (ITA)最新文献

A novel index coding scheme and its application to coded caching 一种新的索引编码方案及其在编码缓存中的应用

2017 Information Theory and Applications Workshop (ITA) Pub Date : 2017-02-12 DOI: 10.1109/ITA.2017.8023478

Kai Wan, Daniela Tuninetti, P. Piantanida

引用次数: 10

Multidimensional index modulation in wireless communications 无线通信中的多维索引调制

2017 Information Theory and Applications Workshop (ITA) Pub Date : 2017-02-10 DOI: 10.1109/ITA.2017.8023446

Bharath Shamasundar, S. Jacob, Sandeep Bhat, A. Chockalingam

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引用次数: 38

On the performance of random reshuffling in stochastic learning 随机学习中随机重组的性能研究

2017 Information Theory and Applications Workshop (ITA) Pub Date : 2017-02-01 DOI: 10.1109/ITA.2017.8023470

Bicheng Ying, K. Yuan, Stefan Vlaski, A. H. Sayed

引用次数: 9

Correcting errors by natural redundancy 通过自然冗余来纠正错误

2017 Information Theory and Applications Workshop (ITA) Pub Date : 2017-02-01 DOI: 10.1109/ITA.2017.8023455

Anxiao Jiang, Pulakesh Upadhyaya, E. Haratsch, Jehoshua Bruck

引用次数: 2

Line coding for differential vector signaling 差分矢量信号的线路编码

2017 Information Theory and Applications Workshop (ITA) Pub Date : 2017-02-01 DOI: 10.1109/ITA.2017.8023443

E. Biglieri, E. Viterbo

引用次数: 2

Relay aided coordinated beamforming and interference neutralization 中继辅助协调波束形成和干扰抵消

2017 Information Theory and Applications Workshop (ITA) Pub Date : 2017-02-01 DOI: 10.1109/ITA.2017.8023475

Wassim Tabikh, D. Slock, Y. Yuan-Wu

引用次数: 1

On scheduling policies in the presence of heavy-tailed interference 存在重尾干扰时的调度策略

2017 Information Theory and Applications Workshop (ITA) Pub Date : 2017-02-01 DOI: 10.1109/ITA.2017.8023473

Hang Wu, Cong Shen, Shengbo Chen

引用次数: 3

Reed-Solomon based globally coupled quasi-cyclic LDPC codes 基于Reed-Solomon的全局耦合准循环LDPC码

2017 Information Theory and Applications Workshop (ITA) Pub Date : 2017-02-01 DOI: 10.1109/ITA.2017.8023442

Juane Li, Keke Liu, Shu Lin, K. Abdel-Ghaffar

引用次数: 14

Multi-bit flipping algorithms with probabilistic gradient descent 基于概率梯度下降的多比特翻转算法

2017 Information Theory and Applications Workshop (ITA) Pub Date : 2017-02-01 DOI: 10.1109/ITA.2017.8023480

B. Vasic, P. Ivaniš, Srdan Brkic

{"title":"Multi-bit flipping algorithms with probabilistic gradient descent","authors":"B. Vasic, P. Ivaniš, Srdan Brkic","doi":"10.1109/ITA.2017.8023480","DOIUrl":"https://doi.org/10.1109/ITA.2017.8023480","url":null,"abstract":"A new class of bit flipping algorithms for low-density parity-check codes over the binary symmetric channel is proposed. The algorithms employ multiple bits at a variable node to represent its reliability, and multiple bits a check node to capture the sequence of its syndrome values. The check node update function thus requires a simple bit-shift operation, while the variable node updates require a nonlinear Boolean function. This class of multi-bit flipping (MBF) algorithms is enhanced by the probabilistic gradient descent (PGD) algorithm. The gradient descent algorithm minimizes the variable node energy function which, in addition to the classical term which quantifies the discrepancy between the variable estimate and channel value, also involves an additive term defined as a weighted sum of neighboring check node states. Only the variable nodes with the maximal value of energy are eligible for updating, but the updates are not done by default but probabilistically. The resulting probabilistic gradient descent multi-bit flipping PGD-MBF algorithm combined with rewinding improves the codeword probability of error while keeping the complexity lower than that of the state-of-the-art algorithms of comparable throughput.","PeriodicalId":305510,"journal":{"name":"2017 Information Theory and Applications Workshop (ITA)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124561803","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Claude Shannon in Chess Review 克劳德·香农在国际象棋评论

2017 Information Theory and Applications Workshop (ITA) Pub Date : 2017-02-01 DOI: 10.1109/ITA.2017.8023476

U. Tamm

引用次数: 0