Inverse Determinant Sums and Connections Between Fading Channel Information Theory and Algebra

  • Roope Vehkalahti*
  • , Hsiao-Feng (Francis) Lu
  • , Laura Luzzi
  • *Corresponding author for this work

Research output: Contribution to journalArticleScientificpeer-review

15 Citations (Web of Science)

Abstract

This work considers inverse determinant sums, which arise from the union bound on the error probability, as a tool for designing and analyzing algebraic space-time block codes. A general framework to study these sums is established, and the connection between asymptotic growth of inverse determinant sums and the diversity-multiplexing gain tradeoff is investigated. It is proven that the growth of the inverse determinant sum of a division algebra-based space-time code is completely determined by the growth of the unit group. This reduces the inverse determinant sum analysis to studying certain asymptotic integrals in Lie groups. Using recent methods from ergodic theory, a complete classification of the inverse determinant sums of the most well-known algebraic space-time codes is provided. The approach reveals an interesting and tight relation between diversity-multiplexing gain tradeoff and point counting in Lie groups.

Original languageEnglish
Pages (from-to)6060-6082
Number of pages23
JournalIEEE Transactions on Information Theory
Volume59
Issue number9
DOIs
Publication statusPublished - Sept 2013
MoE publication typeA1 Journal article-refereed

Funding

R. Vehkalahti was supported by the Academy of Finland under Grants 131745 252457. H. F. Lu was supported in part by the Taiwan National Science Council under Grants NSC 100-2221-E-009-046-MY3 and NSC 101-2923-E-009-001-MY3. L. Luzzi was supported in part by a Marie Curie Fellowship (FP7/2007-2013, Grant agreement PIEF-GA-2010-274765). This paper was presented in part at 2011 IEEE International Symposium on Information Theory, in part at the 2011 IEEE Information Theory Workshop, and in part at the 2012 IEEE International Symposium on Information Theory.

Keywords

  • Algebra
  • diversity-multiplexing gain tradeoff (DMT)
  • division algebra
  • Lie groups
  • multiple-input multiple-output (MIMO)
  • number theory
  • space-time block codes (STBCs)
  • unit group
  • Zeta functions
  • TIME BLOCK-CODES
  • HOMOGENEOUS VARIETIES
  • DIVERSITY TECHNIQUE
  • SPACE
  • ORDERS
  • TRADEOFF
  • LATTICES
  • POINTS

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