DocumentCode :
1760826
Title :
Traffic-Aware Training and Scheduling for MISO Wireless Downlink Systems
Author :
Destounis, Apostolos ; Assaad, Mohamad ; Debbah, Merouane ; Sayadi, Bessem
Author_Institution :
Centrale-Supelec, Gif-sur-Yvette, France
Volume :
61
Issue :
5
fYear :
2015
fDate :
42125
Firstpage :
2574
Lastpage :
2599
Abstract :
In this paper, the problem of feedback and active user selection in multiple-input single-output (MISO) wireless systems such that the system´s stability region is as big as possible is examined. The focus is on a system in a Rayleigh fading environment where zero forcing precoding is used to serve all active users in every slot. Acquisition of the channel states is done via uplink training in time division duplexing mode by the active users. Clearly, only a subset of users can perform uplink training and the selection of this subset is a challenging and interesting problem especially in MISO systems. The stability regions of a baseline centralized scheme and two novel decentralized policies are examined analytically. In the decentralized schemes, the transmitter broadcasts periodically the queue state information and the users contend for the channel in a carrier sense multiple access-based manner with parameters based on the outdated queue state information and real-time channel state information. We show that, using infrequent signaling between the base station and the users, the decentralized policies outperform the centralized policy. In addition, a threshold-based user selection and training scheme for discrete-time contention is proposed. The results of this paper imply that, as far as stability is concerned, the users must be involved in the active user selection and feedback/training decision. This should be leveraged in future communication systems.
Keywords :
Rayleigh channels; carrier sense multiple access; precoding; queueing theory; telecommunication scheduling; time division multiplexing; MISO wireless systems; Rayleigh fading environment; active user selection; base station; baseline centralized scheme; carrier sense multiple access-based manner; centralized policy; channel states acquisition; decentralized policies; discrete-time contention; feedback-training decision; multiple-input single-output wireless systems; outdated queue state information; real-time channel state information; stability regions; threshold-based user selection; time division duplexing mode; traffic-aware training; uplink training; zero forcing precoding; Antennas; Channel estimation; Downlink; Stability analysis; Training; Uplink; Vectors; MISO broadcast channel; bursty traffic; stability; zero forcing;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2015.2411607
Filename :
7057648
Link To Document :
بازگشت