Multi-Resolution Multicasting over the Grassmann and Stiefel Manifolds

Karim G. Seddik, Ramy H. Gohary, Mohammad T. Hussien, Mohammad Shaqfeh, Hussein Alnuweiri, Halim Yanikomeroglu

Research output: Contribution to journalArticle

3 Citations (Scopus)

Abstract

We consider the design of space-time codes for the multiple-input multiple-output multicast communication systems with two classes of receivers. The first class comprises high-resolution (HR) receivers which have access to reliable channel state information (CSI) and can perform coherent detection, and the second class comprises low-resolution (LR) receivers which do not have access to CSI and can only perform non-coherent detection. We propose a layered encoding structure in which LR information available to both classes of receivers is encoded using Grassmannian constellations, and an incremental component, which is available only to the HR receivers, is encoded in the particular bases of the transmitted Grassmannian constellation points, thereby giving rise to constellations on the Stiefel manifold. The proposed structure enables reliable coherent communication of the HR information without compromising the reliability with which the basic LR information is non-coherently communicated. To effect rate-efficient communication of the incremental, HR layer, we use optimization methods on the Stiefel manifold to develop a novel technique for designing the unitary constellations directly. This approach alleviates the restriction imposed by the traditional techniques in which unitary space-time codes are constructed from scalar constellations. As such, this approach enables better control of the distance spectrum of the developed constellations and more effective utilization of the degrees of freedom that underlie the Stiefel manifold. For the LR receivers, we use maximum likelihood detection, whereas for the HR receivers, we develop a computationally-efficient two-step sequential detector which detects the LR information prior to detecting the incremental component superimposed on it. The detectors and the layered structure with the aforementioned constellations enable full diversity and maximum degrees of freedom to be achieved on the Grassmann and Stiefel manifolds.

Original languageEnglish
Article number7935418
Pages (from-to)5296-5310
Number of pages15
JournalIEEE Transactions on Wireless Communications
Volume16
Issue number8
DOIs
Publication statusPublished - 1 Aug 2017

Fingerprint

Stiefel Manifold
Grassmann Manifold
Multicasting
Space time codes
Channel state information
Multiresolution
Receiver
Detectors
High Resolution
Communication
Maximum likelihood
Communication systems
Grassmannian
Channel State Information
Space-time
Degree of freedom
Detector
Maximum Likelihood Detection
Coherent Detection
Prior Information

Keywords

  • Grassmannian Codes
  • Layered Coding
  • MIMO
  • Multicasting
  • Non-coherent Communications

ASJC Scopus subject areas

  • Computer Science Applications
  • Electrical and Electronic Engineering
  • Applied Mathematics

Cite this

Multi-Resolution Multicasting over the Grassmann and Stiefel Manifolds. / Seddik, Karim G.; Gohary, Ramy H.; Hussien, Mohammad T.; Shaqfeh, Mohammad; Alnuweiri, Hussein; Yanikomeroglu, Halim.

In: IEEE Transactions on Wireless Communications, Vol. 16, No. 8, 7935418, 01.08.2017, p. 5296-5310.

Research output: Contribution to journalArticle

Seddik, Karim G. ; Gohary, Ramy H. ; Hussien, Mohammad T. ; Shaqfeh, Mohammad ; Alnuweiri, Hussein ; Yanikomeroglu, Halim. / Multi-Resolution Multicasting over the Grassmann and Stiefel Manifolds. In: IEEE Transactions on Wireless Communications. 2017 ; Vol. 16, No. 8. pp. 5296-5310.
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