TY - JOUR
T1 - Transmission strategies in multiple-access fading channels with statistical QoS constraints
AU - Qiao, Deli
AU - Gursoy, Mustafa Cenk
AU - Velipasalar, Senem
N1 - Funding Information:
Manuscript received September 10, 2010; revised March 07, 2011; accepted July 29, 2011. Date of publication November 11, 2011; date of current version February 29, 2012. The material in this paper was presented in part at the 2010 IEEE International Conference on Communications. This work was supported by the National Science Foundation under Grants CCF-0546384 (CAREER), CNS-0834753, and CCF-0917265.
PY - 2012/3
Y1 - 2012/3
N2 - Effective capacity, which provides the maximum constant arrival rate that a given service process can support while satisfying statistical queueing constraints, is analyzed in a multiuser scenario. In particular, the effective capacity region of fading multiple-access channels in the presence of quality of service (QoS) constraints is studied. Perfect channel side information is assumed to be available at both the transmitters and the receiver. It is initially assumed that the transmitters send the information at a fixed power level and, hence, do not employ power control policies. Under this assumption, the performance achieved by superposition coding with successive decoding techniques is investigated. It is shown that varying the decoding order with respect to the channel states can significantly increase the achievable throughput region. In the two-user case, the optimal decoding strategy is determined for the scenario in which the users have the same QoS constraints. The performance of orthogonal transmission strategies is also analyzed. It is shown that for certain QoS constraints, time-division multiple access can achieve better performance than superposition coding if fixed successive decoding order is used at the receiver side. In the subsequent analysis, power control policies are incorporated into the transmission strategies. The optimal power allocation policies for any fixed decoding order over all channel states are identified. For a given variable decoding-order strategy, the conditions that the optimal power control policies must satisfy are determined, and an algorithm that can be used to compute these optimal policies is provided.
AB - Effective capacity, which provides the maximum constant arrival rate that a given service process can support while satisfying statistical queueing constraints, is analyzed in a multiuser scenario. In particular, the effective capacity region of fading multiple-access channels in the presence of quality of service (QoS) constraints is studied. Perfect channel side information is assumed to be available at both the transmitters and the receiver. It is initially assumed that the transmitters send the information at a fixed power level and, hence, do not employ power control policies. Under this assumption, the performance achieved by superposition coding with successive decoding techniques is investigated. It is shown that varying the decoding order with respect to the channel states can significantly increase the achievable throughput region. In the two-user case, the optimal decoding strategy is determined for the scenario in which the users have the same QoS constraints. The performance of orthogonal transmission strategies is also analyzed. It is shown that for certain QoS constraints, time-division multiple access can achieve better performance than superposition coding if fixed successive decoding order is used at the receiver side. In the subsequent analysis, power control policies are incorporated into the transmission strategies. The optimal power allocation policies for any fixed decoding order over all channel states are identified. For a given variable decoding-order strategy, the conditions that the optimal power control policies must satisfy are determined, and an algorithm that can be used to compute these optimal policies is provided.
KW - Effective capacity
KW - multiple-access fading channels
KW - power control
KW - queueing constraints
KW - successive decoding
KW - superposition coding
KW - time-division multiple access (TDMA)
UR - http://www.scopus.com/inward/record.url?scp=84857754488&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84857754488&partnerID=8YFLogxK
U2 - 10.1109/TIT.2011.2175900
DO - 10.1109/TIT.2011.2175900
M3 - Article
AN - SCOPUS:84857754488
SN - 0018-9448
VL - 58
SP - 1578
EP - 1593
JO - IEEE Transactions on Information Theory
JF - IEEE Transactions on Information Theory
IS - 3
M1 - 6078432
ER -