Computation of information rates by particle methods

被引：22
|
作者：
Dauwels, Justin [1 ]
Loeliger, Hans-Andrea [1 ]
机构：
[1] ETH, Dept Informat Technol & Elect Engn, CH-8092 Zurich, Switzerland
来源：
IEEE TRANSACTIONS ON INFORMATION THEORY | 2008年 / 54卷 / 01期
关键词：
continuous channels with memory; information rate; particle filtering; sequential Monte-Carlo integration;
D O I：
10.1109/TIT.2007.911181
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Prior work on the computation of information rates of channels with memory is extended to continuous state spaces by means of sequential Monte-Carlo integration ("particle filtering").
引用
收藏
页码：406 / 409
页数：4
相关论文
共 50 条
  • [1] Computation of information rates by particle methods
    Dauwels, J
    Loeliger, HA
    2004 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, PROCEEDINGS, 2004, : 178 - 178
  • [2] COMPUTATION OF NONLINEAR FUNCTIONALS IN PARTICLE METHODS
    KLAR, A
    COMPUTING, 1995, 55 (03) : 207 - 221
  • [3] Computation Methods for Biomedical Information Analysis
    Xia, Yong
    Cai, Weidong
    Yang, Xiaofeng
    Wang, Shanshan
    JOURNAL OF HEALTHCARE ENGINEERING, 2018, 2018
  • [4] Information modification and particle collisions in distributed computation
    Lizier, Joseph T.
    Prokopenko, Mikhail
    Zomaya, Albert Y.
    CHAOS, 2010, 20 (03)
  • [5] Quantum Computation and Information: Multi-Particle Aspects
    Ellinas, Demosthenes
    Kaniadakis, Giorgio
    Pachos, Jiannis K.
    Scarfone, Antonio Maria
    ENTROPY, 2016, 18 (09):
  • [6] COMPUTATION OF ATMOSPHERIC COOLING RATES BY EXACT AND APPROXIMATE METHODS
    RIDGWAY, WL
    HARSHVARDHAN
    ARKING, A
    JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 1991, 96 (D5) : 8969 - 8984
  • [7] Improving experimental methods on success rates in evolutionary computation
    Barrero, David F.
    R-Moreno, Maria D.
    Camacho, David
    JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2017, 29 (04) : 695 - 716
  • [8] Simulation-based computation of information rates for channels with memory
    Arnold, Dieter M.
    Loeliger, Hans-Andrea
    Vontobel, Pascal I.
    Kavcic, Aleksandar
    Zeng, Wei
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (08) : 3498 - 3508
  • [9] Computation of information rates by means of discrete states density recursion
    Reggiani, L.
    Dossi, L.
    PHYSICAL COMMUNICATION, 2017, 23 : 37 - 42
  • [10] Numerically Stable Methods for the Computation of Exit Rates in Markov Chains
    Carrasco, Juan A.
    METHODOLOGY AND COMPUTING IN APPLIED PROBABILITY, 2016, 18 (02) : 307 - 334
12345