TY - GEN
T1 - Optimal resource allocation for data service in CDMA reverse link
AU - Zhang, Danlu
AU - Oh, Seong Jun
AU - Sindhushayana, Nagabhushana T.
PY - 2004
Y1 - 2004
N2 - The optimal resource allocation policy is studied in this paper, for non-real-time users in CDMA reverse link. The resource allocation policy of interest includes channel coding, spreading gain control and power allocation under the conventional receiver operation - multi-user detection technique is not considered. The constraints in the optimization include peak transmit power of the mobile station, total received power at the base station and QoS in the form of minimum SINR for each user. The coding and spreading gain control can be separated from the power allocation strategy. Our results show that the optimal power allocation policy depends on the objective function: to maximize the sum of throughput from each user, a greedy policy is optimal where the good users (mobile stations with good radio conditions) transmit with full power, bad users (mobile stations with poor radio conditions) barely achieve their QoS and there is at most one user in-between; on the other hand, to maximize the product of throughput from each user, a fair policy is optimal where the bad users transmit with full power and the good users transmit with powers to reach a common received power level. The fairness of the optimal policy in the latter case makes QoS constraint unnecessary. Furthermore, we have found a unified approach in deriving these optimal policies. This approach can also be applied to other power allocation problems in CDMA reverse link. We also present numerical results on the channel capacity under both objectives and the effect of QoS constraint.
AB - The optimal resource allocation policy is studied in this paper, for non-real-time users in CDMA reverse link. The resource allocation policy of interest includes channel coding, spreading gain control and power allocation under the conventional receiver operation - multi-user detection technique is not considered. The constraints in the optimization include peak transmit power of the mobile station, total received power at the base station and QoS in the form of minimum SINR for each user. The coding and spreading gain control can be separated from the power allocation strategy. Our results show that the optimal power allocation policy depends on the objective function: to maximize the sum of throughput from each user, a greedy policy is optimal where the good users (mobile stations with good radio conditions) transmit with full power, bad users (mobile stations with poor radio conditions) barely achieve their QoS and there is at most one user in-between; on the other hand, to maximize the product of throughput from each user, a fair policy is optimal where the bad users transmit with full power and the good users transmit with powers to reach a common received power level. The fairness of the optimal policy in the latter case makes QoS constraint unnecessary. Furthermore, we have found a unified approach in deriving these optimal policies. This approach can also be applied to other power allocation problems in CDMA reverse link. We also present numerical results on the channel capacity under both objectives and the effect of QoS constraint.
KW - CDMA
KW - Cellular Networks
KW - Resource Allocation
UR - http://www.scopus.com/inward/record.url?scp=4544280705&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:4544280705
SN - 0780383443
SN - 9780780383449
T3 - 2004 IEEE Wireless Communications and Networking Conference, WCNC 2004
SP - 1601
EP - 1606
BT - 2004 IEEE Wireless Communications and Networking Conference, WCNC 2004
T2 - 2004 IEEE Wireless Communications and Networking Conference, WCNC 2004
Y2 - 21 March 2004 through 25 March 2004
ER -