Title :
Successive interference cancellation with SISO decoding and EM channel estimation
Author :
Kobayashi, M. ; Boutros, J. ; Caire, G.
Author_Institution :
Ecole Nat. Superieure des Telecommun., Paris, France
Abstract :
We derive a low-complexity receiver scheme for joint multiuser decoding and parameter estimation of code division multiple access signals. The resulting receiver processes the users serially and iteratively and makes use of soft-in soft-out single-user decoders, of soft interference cancellation and of expectation-maximization parameter estimation as the main building blocks. Computer simulations show that the proposed receiver achieves near single-user performance at very high channel load (number of users per chip) and outperforms conventional schemes with similar complexity.
Keywords :
code division multiple access; decoding; interference suppression; land mobile radio; multiuser channels; optimisation; parameter estimation; radio receivers; radiofrequency interference; signal detection; spread spectrum communication; DS-CDMA; EM channel estimation; SISO decoding; UMTS; code division multiple access signals; computer simulations; data detection; expectation-maximization parameter estimation; high channel load; joint multiuser decoding; low-complexity receiver; parameter estimation; single-user performance; soft interference cancellation; soft-in soft-out single-user decoders; successive interference cancellation; universal mobile telecommunication system; Channel estimation; Computer simulation; Interference cancellation; Iterative algorithms; Iterative decoding; Multiaccess communication; Multiuser detection; Parameter estimation; Signal to noise ratio;
Journal_Title :
Selected Areas in Communications, IEEE Journal on