论文信息 - Quantizer design for outputs of binary-input discrete memoryless channels using SMAWK algorithm

Quantizer design for outputs of binary-input discrete memoryless channels using SMAWK algorithm

The quantizer design algorithm was recently proposed by Kurkoski and Yagi for arbitrary binary-input discrete memoryless channels using dynamic programming. This study proposes an improvement of the time complexity of the quantizer design algorithm using the SMAWK algorithm for arbitrary binary-input discrete memoryless channels.

Ken-ichi Iwata | Shin-ya Ozawa

[1] Rainer E. Burkard,et al. Perspectives of Monge Properties in Optimization , 1996, Discret. Appl. Math..

[2] Alok Aggarwal,et al. Geometric Applications of a Matrix Searching Algorithm , 1986, Symposium on Computational Geometry.

[3] Hideki Yagi,et al. Concatenation of a discrete memoryless channel and a quantizer , 2010, 2010 IEEE Information Theory Workshop on Information Theory (ITW 2010, Cairo).

[4] Brian M. Kurkoski,et al. Quantization of Binary-Input Discrete Memoryless Channels, with Applications to LDPC Decoding , 2011, ArXiv.

[5] Ronald L. Rivest,et al. Introduction to Algorithms, third edition , 2009 .

[6] Erdal Arikan,et al. Channel Polarization: A Method for Constructing Capacity-Achieving Codes for Symmetric Binary-Input Memoryless Channels , 2008, IEEE Transactions on Information Theory.