Title :
The Degrees of Freedom Region of Temporally Correlated MIMO Networks With Delayed CSIT
Author :
Xinping Yi ; Sheng Yang ; Gesbert, David ; Kobayashi, Masato
Author_Institution :
Mobile Commun. Dept., EURECOM, Sophia Antipolis, France
Abstract :
We consider the temporally correlated multiple-input multiple-output (MIMO) broadcast channels (BC) and interference channels (IC) where the transmitter(s) has/have 1) delayed channel state information (CSI) obtained from a latency-prone feedback channel as well as 2) imperfect current CSIT, obtained, e.g., from prediction on the basis of these past channel samples based on the temporal correlation. The degrees of freedom (DoF) regions for the two-user broadcast and interference MIMO networks with general antenna configuration under such conditions are fully characterized, as a function of the prediction quality indicator. Specifically, a simple unified framework is proposed, allowing us to attain optimal DoF region for the general antenna configurations and current CSIT qualities. Such a framework builds upon block-Markov encoding with interference quantization, optimally combining the use of both outdated and instantaneous CSIT. A striking feature of our work is that, by varying the power allocation, every point in the DoF region can be achieved with one single scheme. As a result, instead of checking the achievability of every corner point of the outer bound region, as typically done in the literature, we propose a new systematic way to prove the achievability.
Keywords :
MIMO communication; Markov processes; antenna arrays; block codes; broadcast channels; radiofrequency interference; CSIT quality; IC; block-Markov encoding; degree-of-freedom region; delayed CSI; delayed CSIT; delayed channel state information; general antenna configuration; imperfect current CSIT; instantaneous CSIT; interference MIMO network; interference channel; interference quantization; latency-prone feedback channel; multiple-input multiple-output BC; multiple-input multiple-output broadcast channel; optimal DoF region; outdated CSIT; power allocation; prediction quality indicator; temporally-correlated MIMO networks; two-user broadcast MIMO network; Antennas; Encoding; Integrated circuits; MIMO; Receivers; Signal to noise ratio; Transmitters; Broadcast channels; MIMO; degrees of freedom; delayed CSIT; interference channels;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2013.2284500