On the minimum differential feedback for time-correlated MIMO Rayleigh block-fading channels

Leiming Zhang; Lingyang Song; Meng Ma; Bingli Jiao

doi:10.1109/TCOMM.2012.011311.100455

On the minimum differential feedback for time-correlated MIMO Rayleigh block-fading channels

Leiming Zhang
, Lingyang Song
, Meng Ma
, Bingli Jiao

Research output: Contribution to journal › Article › peer-review

22 Scopus citations

Abstract

In this paper, we investigate the differential channel state information (CSI) feedback problem for a general multiple input multiple output (MIMO) system over time-correlated Rayleigh block-fading channels. Specifically, we derive the closedform minimum differential feedback rate in the presence of channel estimation errors and quantization distortion. With the feedback-channel capacity constraint, we further study the ergodic capacity in a periodic feedback system in terms of the minimum differential feedback rate and the feedback interval. Through theoretical analysis, we find that there exists an optimal differential feedback interval to achieve the maximum ergodic capacity. Analytical results are verified by simulations in a practical periodic differential feedback system employing waterfilling precoder and Lloyd's quantization algorithm.

Original language	English
Article number	6138250
Pages (from-to)	411-420
Number of pages	10
Journal	IEEE Transactions on Communications
Volume	60
Issue number	2
DOIs	https://doi.org/10.1109/TCOMM.2012.011311.100455
State	Published - Feb 2012
Externally published	Yes

Keywords

Differential feedback rate
Ergodic capacity
Feedback interval
MIMO
Temporal correlation

Access to Document

10.1109/TCOMM.2012.011311.100455

Cite this

@article{e4165c8e30244457b67016c25aae3c3a,

title = "On the minimum differential feedback for time-correlated MIMO Rayleigh block-fading channels",

abstract = "In this paper, we investigate the differential channel state information (CSI) feedback problem for a general multiple input multiple output (MIMO) system over time-correlated Rayleigh block-fading channels. Specifically, we derive the closedform minimum differential feedback rate in the presence of channel estimation errors and quantization distortion. With the feedback-channel capacity constraint, we further study the ergodic capacity in a periodic feedback system in terms of the minimum differential feedback rate and the feedback interval. Through theoretical analysis, we find that there exists an optimal differential feedback interval to achieve the maximum ergodic capacity. Analytical results are verified by simulations in a practical periodic differential feedback system employing waterfilling precoder and Lloyd's quantization algorithm.",

keywords = "Differential feedback rate, Ergodic capacity, Feedback interval, MIMO, Temporal correlation",

author = "Leiming Zhang and Lingyang Song and Meng Ma and Bingli Jiao",

note = "Funding Information: This work was partially supported by the National Natural Science Foundation of China 60972009 and 61061130561, the National Science and Technology Major Projects of China 2009ZX03003-011, 2010ZX03005-003 and 2009ZX03003-001, and by the Specialized Research Fund for the Doctoral Program of Higher Education of China 20100001120026. The materials in this paper have been presented in part at the IEEE Globecom Conference, Dec. 2010.",

year = "2012",

month = feb,

doi = "10.1109/TCOMM.2012.011311.100455",

language = "English",

volume = "60",

pages = "411--420",

journal = "IEEE Transactions on Communications",

issn = "0090-6778",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

number = "2",

}

TY - JOUR

T1 - On the minimum differential feedback for time-correlated MIMO Rayleigh block-fading channels

AU - Zhang, Leiming

AU - Song, Lingyang

AU - Ma, Meng

AU - Jiao, Bingli

N1 - Funding Information: This work was partially supported by the National Natural Science Foundation of China 60972009 and 61061130561, the National Science and Technology Major Projects of China 2009ZX03003-011, 2010ZX03005-003 and 2009ZX03003-001, and by the Specialized Research Fund for the Doctoral Program of Higher Education of China 20100001120026. The materials in this paper have been presented in part at the IEEE Globecom Conference, Dec. 2010.

PY - 2012/2

Y1 - 2012/2

N2 - In this paper, we investigate the differential channel state information (CSI) feedback problem for a general multiple input multiple output (MIMO) system over time-correlated Rayleigh block-fading channels. Specifically, we derive the closedform minimum differential feedback rate in the presence of channel estimation errors and quantization distortion. With the feedback-channel capacity constraint, we further study the ergodic capacity in a periodic feedback system in terms of the minimum differential feedback rate and the feedback interval. Through theoretical analysis, we find that there exists an optimal differential feedback interval to achieve the maximum ergodic capacity. Analytical results are verified by simulations in a practical periodic differential feedback system employing waterfilling precoder and Lloyd's quantization algorithm.

AB - In this paper, we investigate the differential channel state information (CSI) feedback problem for a general multiple input multiple output (MIMO) system over time-correlated Rayleigh block-fading channels. Specifically, we derive the closedform minimum differential feedback rate in the presence of channel estimation errors and quantization distortion. With the feedback-channel capacity constraint, we further study the ergodic capacity in a periodic feedback system in terms of the minimum differential feedback rate and the feedback interval. Through theoretical analysis, we find that there exists an optimal differential feedback interval to achieve the maximum ergodic capacity. Analytical results are verified by simulations in a practical periodic differential feedback system employing waterfilling precoder and Lloyd's quantization algorithm.

KW - Differential feedback rate

KW - Ergodic capacity

KW - Feedback interval

KW - MIMO

KW - Temporal correlation

UR - https://www.scopus.com/pages/publications/84862823862

U2 - 10.1109/TCOMM.2012.011311.100455

DO - 10.1109/TCOMM.2012.011311.100455

M3 - Article

AN - SCOPUS:84862823862

SN - 0090-6778

VL - 60

SP - 411

EP - 420

JO - IEEE Transactions on Communications

JF - IEEE Transactions on Communications

IS - 2

M1 - 6138250

ER -

On the minimum differential feedback for time-correlated MIMO Rayleigh block-fading channels

Abstract

Keywords

Access to Document

Fingerprint

Cite this