Title :
Recursive structures and finite impulse response implementations of linear multiuser detectors for an asynchronous CDMA system
Author :
Uppala, Sathyadev V. ; Sahr, John D.
Author_Institution :
Lucent Technol., AT&T Bell Labs., Murray Hill, NJ, USA
fDate :
12/1/1998 12:00:00 AM
Abstract :
We present order-recursive structures for implementing the linear decorrelating and linear minimum mean square error (MMSE) detectors in a computationally efficient manner. These infinite memory length, linear time invariant, noncausal systems can be approximated by implementing them as K-input K-output finite impulse response (FIR) filters. We developed a linear multiuser receiver architecture called a recursive linear multiuser detector which has lower computational and memory requirements then an equivalent tap delay line FIR filter implementation. We establish the tradeoff between window length and bit error rate and find that relatively small window size yields performance indistinguishable from the ideal decorrelating detector and the ideal MMSE detector
Keywords :
FIR filters; code division multiple access; decorrelation; delay lines; filtering theory; least mean squares methods; radio receivers; signal detection; asynchronous CDMA system; bit error rate; computational requirement; finite impulse response implementations; ideal MMSE detector; ideal decorrelating detector; infinite memory length; linear decorrelating detector; linear minimum mean square error detector; linear multiuser detectors; linear time invariant noncausal system; memory requirement; noncausal system; order-recursive structures; recursive linear multiuser detector; small window size; tap delay line FIR filter; window length; Computer architecture; Decorrelation; Delay lines; Detectors; Finite impulse response filter; Maximum likelihood decoding; Maximum likelihood detection; Mean square error methods; Multiaccess communication; Multiple access interference;
Journal_Title :
Selected Areas in Communications, IEEE Journal on