Title :
Pilot-based estimation of time-varying multipath channels for coherent CDMA receivers
Author :
Baissas, Marc-Antoine R. ; Sayeed, Akbar M.
Author_Institution :
Texas Instrum. Inc., Dallas, TX, USA
fDate :
8/1/2002 12:00:00 AM
Abstract :
Reliable coherent wireless communication requires accurate estimation of the time-varying multipath channel. This paper addresses two issues in the context of direct-sequence code-division multiple access (CDMA) systems: (i) linear minimum-mean-squared-error (MMSE) channel estimation based on a pilot transmission and (ii) impact of channel estimation errors on coherent receiver performance. A simple characterization of the MMSE estimator in terms of a bank of filters is derived. A key channel characteristic controlling system performance is the normalized coherence time, which is approximately the number of symbols over which the channel remains strongly correlated. It is shown that the estimator performance is characterized by an effective signal-to-noise ratio (SNR)-the product of the pilot SNR and the normalized coherence time. A simple uniform averaging estimator is also proposed that is easy to implement and delivers near-optimal performance if properly designed. The receivers analyzed in this paper are based on a time-frequency RAKE structure that exploits joint multipath-Doppler diversity. It is shown that the overall receiver performance is controlled by two competing effects: shorter coherence times lead to degraded channel estimation but improved inherent receiver performance due to Doppler diversity, with opposite effects for longer coherence times. Our results demonstrate that exploiting Doppler diversity can significantly mitigate the error probability floors that plague conventional CDMA receivers under fast fading due to errors in channel estimation
Keywords :
Doppler effect; channel bank filters; code division multiple access; diversity reception; land mobile radio; least mean squares methods; multipath channels; multiuser channels; parameter estimation; radio receivers; spread spectrum communication; time-varying channels; DS-CDMA systems; MMSE channel estimation; channel estimation errors; coherent CDMA receivers; coherent receiver performance; coherent wireless communication; direct-sequence code-division multiple access; error probability; filter bank; joint multipath-Doppler diversity; linear minimum-mean-squared-error; mobile wireless channel; normalized coherence time; pilot SNR; pilot-based estimation; signal-to-noise ratio; time-frequency RAKE structure; time-varying multipath channels; Channel bank filters; Channel estimation; Context; Control systems; Direct-sequence code-division multiple access; Filter bank; Multiaccess communication; Multipath channels; RAKE receivers; Wireless communication;
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2002.800400