JOURNAL ARTICLE

Joint transceiver power allocation with minimax MSE criterion for uplink MC-CDMA transmissions

Abstract

We investigate the problem of joint transmitter and receiver power allocation with the minimax mean square error (MSE) criterion for uplink transmissions in a multi-carrier code division multiple access (MC-CMDA) system. The objective of power allocation is to minimize the maximum MSE among all users each of which has limited transmit power. We first show that the problem is a non-linear optimization problem. Using the Lagrange multiplier method, we derive the Karush-Kuhn-Tucker (KKT) conditions which are both necessary and sufficient for a power allocation to be optimal. Numerical results indicate that, compared to the minimum total mean square error (MMSE) criterion, the minimax MSE criterion yields a higher total MSE but provides a fairer treatment across the users. The advantages of the minimax MSE criterion are more evident when we consider the bit error rate (BER) estimates. Numerical results show that the minimax MSE criterion yields a lower maximum BER and lower average BER. We also observe that, with the minimax MSE criterion, some users do not transmit at full power. For comparison, with the minimum total MSE criterion, all users transmit at full power.

Keywords:
Minimax Mean squared error Minimum mean square error Transmitter power output Karush–Kuhn–Tucker conditions Telecommunications link Mathematics Lagrange multiplier Mathematical optimization Control theory (sociology) Computer science Transmitter Statistics Telecommunications

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Topics

Wireless Communication Networks Research
Physical Sciences →  Computer Science →  Computer Networks and Communications
Advanced Wireless Communication Techniques
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Advanced MIMO Systems Optimization
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
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