A factor graph approach to joint iterative data detection and channel estimation in pilot-assisted IDMA transmissions

We consider a pilot-assisted interleave-division multiple access (IDMA) system transmitting over block-fading channels. We describe this system in terms of a factor graph and use the sum-product algorithm to develop a receiver that performs joint data detection and channel estimation. Suitable approximations to the messages passed by the sum-product algorithm yield an implementation with a complexity that scales linearly with the number of users. Simulation results demonstrate large performance gains compared to classical receivers performing separate channel estimation and data detection.

• Type: Conference
• Year: 2008
• Where: ICASSP
• Authors: Clemens Novak, Gerald Matz, Franz Hlawatsch
• Keywords: Channel Estimation, Data Detection, ICASSP 2008, Signal Processing, Sum-product Algorithm