Computationally efficient multiuser detectors
Suman Das, Joseph R. Cavallaro, Behnaam Aazhang · 2002
CDMA is becoming an increasingly popular multiplexing scheme in wireless communication and this has necessitated the development of efficient detection techniques. The exponential complexity of the optimal detector on one end and inferior performance of conventional single-user detector at the other have led to the development of suboptimal multiuser detectors with lower complexity. Most of these detection techniques involve solution of a linear system. In their naive implementation this requires O(n/sup 3/) operations in the size of the matrix. This cost can be reduced if we move towards modern iterative techniques for solution of the system. However, maximum benefit can be achieved if we fully exploit the structure of the system. We propose several methods of reducing the computational complexity utilizing the above ideas. We have also come up with algorithms which computationally can achieve the lower bound in complexity.