Quantized Feedback for Slow Fading Channels
2006 (English)Licentiate thesis, comprehensive summary (Other scientific)
Two topics in fading channels with a strict delay constraint and a resolution-constrained feedback link are treated in this thesis.
First, a multi-layer variable-rate single-antenna communication system with quantized feedback, where the expected rate is chosen as the performance measure, is studied under both short-term and long-term power constraints. Iterative algorithms exploiting results in the literature of parallel broadcast channels are developed to design the system parameters. A necessary and sufficient condition for single-layer coding to be optimal is derived. In contrast to the ergodic case, it is shown that a few bits of feedback information can improve the expected rate dramatically. The role of multi-layer coding, however, reduces quickly as the resolution of the feedback link increases.
The other part of the thesis deals with partial power control systems utilizing quantized feedback to minimize outage probability, with an emphasis on the diversity-multiplexing tradeoff. An index mapping with circular structure is shown to be optimal and the design is facilitated with a justified Gaussian approximation. The diversity gain as a function of the feedback resolution is analyzed. The results are then extended to characterize the entire diversity-multiplexing tradeoff curve of multiple-antenna channels with resolution-constrained feedback. Adaptive-rate communication is also studied, where the concept of minimum multiplexing gain is introduced. It is shown that the diversity gain of a system increases significantly even with coarsely quantized feedback, especially at low multiplexing gains.
Place, publisher, year, edition, pages
Stockholm: KTH , 2006. , vi, 21 p.
Trita-EE, ISSN 1653-5146 ; 2006:011
Fading channels, information rates, feedback communications, diversity methods, MIMO systems, power control, adaptive systems, quantization.
IdentifiersURN: urn:nbn:se:kth:diva-3952OAI: oai:DiVA.org:kth-3952DiVA: diva2:10169
2006-05-24, Q2, Osquldas väg 10, KTH, Stockholm, 13:00
Øien, Geir, Professor
QC 201011172006-05-112006-05-112010-11-17Bibliographically approved
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