Title :
Adaptive power control of cellular CDMA systems via the optimal predictive model
Author :
Chen, Bor-Sen ; Lee, Bore-kuen ; Chen, Sheng-Kai
Author_Institution :
Dept. of Electr. Eng., Nat. Tsing Hua Univ., Hsinchu, Taiwan
fDate :
7/1/2005 12:00:00 AM
Abstract :
For direct sequence code division multiple access cellular radio systems, an autoregressive moving average model with auxiliary input (ARMAX) process is given to model the effects of round-trip delay, channel fading, and interferences (in-cell multiple access interference and out-of-cell interference) upon the power control system. According to the predictive model corresponding to the ARMAX model, a predictive adaptive power control scheme is proposed to compensate for the time delay and reduce the affects of channel fading and interference, thus achieving optimal tracking, in the sense of minimum mean square error control error, of the desired signal-to-interference-plus-noise ratio. Due to the optimal adaptive prediction scheme, the proposed adaptive power control method does not require the statistics of fading and interferences. Several simulation results are given to confirm the performance of the proposed method.
Keywords :
adaptive control; autoregressive moving average processes; cellular radio; code division multiple access; fading channels; least mean squares methods; power control; radiofrequency interference; spread spectrum communication; telecommunication control; ARMAX; adaptive power control; autoregressive moving average model with auxiliary input; cellular CDMA systems; channel fading; direct sequence code division multiple access; in-cell multiple access interference; minimum mean square error control error; optimal adaptive prediction scheme; optimal predictive model; optimal tracking; out-of-cell interference; round-trip delay; signal-to-interference-plus-noise ratio; time delay; Adaptive control; Autoregressive processes; Delay effects; Fading; Interference; Multiaccess communication; Power control; Power system modeling; Predictive models; Programmable control; Adaptive control process; autoregressive moving average processes with auxiliary input; code division multiple access (CDMA); power control;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TWC.2005.850287