Information-theoretic performance analysis of LMS MIMO communications

被引:0
|
作者
Alfano, Giuseppa [1 ]
De Maio, Antonio [2 ]
Tulino, Antonia M. [2 ,3 ]
机构
[1] Politecn Torino, I-10129 Turin, Italy
[2] Univ Naples Federico II, Dipartimento Ingn Biomedica Elettronica Telecommu, I-80125 Naples, Italy
[3] Bell Labs Alcatel Lucent, Holmdel, NJ 07733 USA
来源
2010 IEEE INFORMATION THEORY WORKSHOP (ITW) | 2010年
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Information-theoretic performance analysis of a MIMO communication over Land Mobile Satellite (LMS) channels, under ergodic and non-ergodic regimes, is performed. The capacity-achieving input covariance matrix, and the corresponding ergodic capacity, assuming perfect receive-side information but making different assumptions on the amount of channel knowledge at the transmitter, are derived. We obtain exact results, but for the case when perfect channel knowledge is assumed at both ends of the link, for which we provide an upper bound to the ergodic capacity. In the non-ergodic scenario, we compute the outage capacity in absence of power-control, and discuss the asymptotic Gaussianity of the mutual information, which strongly depends on the overall number of degrees of freedom available on the channel. Design guidelines for multiantenna LMS channels are gained studying the low Signal-to-Noise Ratio (SNR) behavior of the capacity, still under the assumption of absence of knowledge of the channel matrix (or its statistics) at the transmitter. The results are illustrated through several examples, aimed at assessing the impact on the performance of the diversity order and/or he Line-of-Sight (LOS) fluctuations.
引用
收藏
页数:5
相关论文
共 50 条
  • [41] Information-Theoretic Adverbialism
    Gert, Joshua
    AUSTRALASIAN JOURNAL OF PHILOSOPHY, 2021, 99 (04) : 696 - 715
  • [42] Information-theoretic logic
    Corcoran, J
    TRUTH IN PERSPECTIVE: RECENT ISSUES IN LOGIC, REPRESENTATION AND ONTOLOGY, 1998, : 113 - 135
  • [43] End-to-End Learning for Task-Oriented Semantic Communications Over MIMO Channels: An Information-Theoretic Framework
    Cai, Chang
    Yuan, Xiaojun
    Zhang, Ying-Jun Angela
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2025, 43 (04) : 1292 - 1307
  • [44] Information-theoretic analysis of turtle cortical waves
    Du, XX
    Ghosh, BK
    42ND IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-6, PROCEEDINGS, 2003, : 6423 - 6428
  • [45] Information-Theoretic Analysis of Memoryless Deterministic Systems
    Geiger, Bernhard C.
    Kubin, Gernot
    ENTROPY, 2016, 18 (11)
  • [46] Information-theoretic concepts for the analysis of complex networks
    Dehmer, Matthias
    APPLIED ARTIFICIAL INTELLIGENCE, 2008, 22 (7-8) : 684 - 706
  • [47] Computable approximations of reals: an information-theoretic analysis
    Calude, Cristian S.
    Hertling, Peter H.
    Fundamenta Informaticae, 1998, 33 (02): : 105 - 120
  • [48] An Information-Theoretic Analysis of Bayesian Reinforcement Learning
    Gouverneur, Amaury
    Rodriguez-Galvez, Borja
    Oechtering, Tobias J.
    Skoglund, Mikael
    2022 58TH ANNUAL ALLERTON CONFERENCE ON COMMUNICATION, CONTROL, AND COMPUTING (ALLERTON), 2022,
  • [49] INFORMATION-THEORETIC MEASURES AND ANALYSIS OF SOCIAL STRUCTURES
    HORAN, PM
    SOCIOLOGICAL METHODS & RESEARCH, 1975, 3 (03) : 321 - 340
  • [50] INFORMATION-THEORETIC ANALYSIS OF OCCUPATIONAL MOBILITY PATHS
    SCHROEDER, L
    QUARTERLY REVIEW OF ECONOMICS AND BUSINESS, 1975, 15 (04): : 15 - 23