Title :
Improved blind channel identification using a parametric approach
Author :
Vanderveen, Michaela C. ; Paulraj, Arogyaswami
Abstract :
In wireless communications, the channel has a known manifold structure due to the sensor array response, pulse-shaping function, and sampling phase. By exploiting this information, the method presented in this article achieves improved performance over unstructured blind channel estimation schemes. The approach is subspace-based, and can take advantage of multiple channel estimates if available, e.g., from different time slots in TDMA systems. Its performance is numerically simulated and compared against the original unstructured channel subspace method.
Keywords :
array signal processing; direction-of-arrival estimation; multipath channels; signal sampling; time division multiple access; DOA; TDMA systems; array signal processing; manifold structure; multipath channel; multiple channel estimates; parametric approach; performance; pulse-shaping function; sampling phase; sensor array response; unstructured blind channel estimation; unstructured channel subspace method; wireless communications; Blind equalizers; Fading; Multipath channels; Phased arrays; Pulse modulation; Sampling methods; Sensor arrays; Signal processing algorithms; Time division multiple access; Wireless communication;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/4234.709439