Title :
Inverse filtering criteria for CDMA systems
Author :
Tsatsanis, Michail K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Stevens Inst. of Technol., Hoboken, NJ, USA
fDate :
1/1/1997 12:00:00 AM
Abstract :
Linear blind CDMA receivers are derived using inverse filtering criteria. The receiver parameters are directly obtained without explicit estimation of the system/channel. Both synchronous and asynchronous cases are addressed, and multipath distortions are explicitly considered and compensated for. The approach is based on minimizing the receiver´s output energy subject to appropriate constraints. Similar approaches have been used before in multiuser systems but without considering multipath distortions. Batch and adaptive blind algorithms are derived that are near-far resistant and do not require knowledge of the interfering users´ codes. Global convergence is shown, optimality and performance issues are discussed, and some illustrative simulations are presented
Keywords :
adaptive signal processing; code division multiple access; convergence of numerical methods; filtering theory; inverse problems; multipath channels; pseudonoise codes; radio receivers; spread spectrum communication; CDMA systems; adaptive blind algorithms; asynchronous systems; batch algorithms; code-division multiple access; global convergence; inverse filtering criteria; linear blind CDMA receivers; multipath distortions; multiuser systems; near-far resistant algorithms; receiver output energy minimisation; receiver parameters; simulations; synchronous systems; system performance; Cellular networks; Convergence; Costs; Design methodology; Filtering; Frequency; Interference suppression; Multiaccess communication; Nonlinear filters; Resource management;
Journal_Title :
Signal Processing, IEEE Transactions on