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An optimized framework for degree distribution in LT codes based on power law
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作者 asim muhammad Choi GoangSeog 《Journal of Central South University》 SCIE EI CAS 2013年第10期2693-2699,共7页
LT codes are practical realization of digital fountain codes, which provides the concept of rateless coding. In this scheme, encoded symbols are generated infinitely from k information symbols. Decoder uses only(1+α)... LT codes are practical realization of digital fountain codes, which provides the concept of rateless coding. In this scheme, encoded symbols are generated infinitely from k information symbols. Decoder uses only(1+α)k number of encoded symbols to recover the original information. The degree distribution function in the LT codes helps to generate a random graph also referred as tanner graph. The artifact of tanner graph is responsible for computational complexity and overhead in the LT codes. Intuitively, a well designed degree distribution can be used for an efficient implementation of LT codes. The degree distribution function is studied as a function of power law, and LT codes are classified into two different categories: SFLT and RLT codes. Also, two different degree distributions are proposed and analyzed for SFLT codes which guarantee optimal performance in terms of computational complexity and overhead. 展开更多
关键词 FOUNTAIN CODES DEGREE distribution OVERHEAD computational COMPLEXITY power LAW
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基于长距离区域特征提取的部分对部分点云配准
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作者 罗文秋 陈俊洪 +2 位作者 梁达勇 asim muhammad 刘文印 《计算机应用与软件》 2026年第2期284-292,共9页
由于点云采集过程中容易受到环境的干扰,因此采集到的点云往往是稀疏且分布不均的,这导致了采集的两组点云往往难以进行配准。对此,提出一种基于端到端深度学习的部分到部分点云配准方法。设计一个残差曲线注意模块用来提取点云长距离... 由于点云采集过程中容易受到环境的干扰,因此采集到的点云往往是稀疏且分布不均的,这导致了采集的两组点云往往难以进行配准。对此,提出一种基于端到端深度学习的部分到部分点云配准方法。设计一个残差曲线注意模块用来提取点云长距离区域特征;提出一个关键匹配对预测模块用来预测关键匹配对。使用SVD方法对关键匹配对进行计算生成最终的变换矩阵。通过ModelNet40数据集上进行的大量实验表明,该方法取得了最好的效果,并在KITTI数据集上验证了该方法在实际环境中部署的有效性。 展开更多
关键词 部分对部分点云配准 残差曲线网络 注意力机制 关键匹配对
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