Capacity estimation of two-dimensional channels using Sequential Monte Carlo

被引：0

作者：

Naesseth, Christian A. ^{[1
]}

Lindsten, Fredrik ^{[2
]}

Schon, Thomas B. ^{[3
]}

机构：

[1] Linkoping Univ, Div Automat Control, Linkoping, Sweden

[2] Univ Cambridge, Dept Engn, Cambridge, England

[3] Uppsala Univ, Dept Informat Technol, Uppsala, Sweden

来源：

2014 IEEE INFORMATION THEORY WORKSHOP (ITW) | 2014年

基金：

瑞典研究理事会;

关键词：

INFORMATION RATES;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

We derive a new Sequential-Monte-Carlo-based algorithm to estimate the capacity of two-dimensional channel models. The focus is on computing the noiseless capacity of the 2-D (1, infinity) run-length limited constrained channel, but the underlying idea is generally applicable. The proposed algorithm is profiled against a state-of-the-art method, yielding more than an order of magnitude improvement in estimation accuracy for a given computation time.

引用

页码：431 / 435

页数：5

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