Title :
Optimal design of constant-modulus training sequences with constrained length
Author :
Zhu, Qingyu ; Liu, Zhiqiang
Author_Institution :
Dept. of Electr. & Comput. Eng., Iowa Univ., Iowa City, IA
Abstract :
In this letter, we consider optimal training designs for multiple-antenna cyclic-prefix-based single-carrier transmissions over frequency-selective channels. Our objective is to find optimal training sequences such that the mean-squared error of least-squares channel estimates is minimized, under constraints on the power, length, and modulus of training sequences. A sufficient design criterion is proposed, based on which two classes of optimal designs are identified. It is shown that the second class includes the existing optimal Chu sequence designs as special cases
Keywords :
antenna arrays; channel estimation; fading channels; least squares approximations; mean square error methods; constant-modulus training sequences; frequency-selective channels; least-squares channel estimates; mean-squared error; multiple-antenna cyclic-prefix-based single-carrier transmissions; optimal Chu sequence designs; optimal training designs; Bandwidth; Channel capacity; Channel estimation; Cities and towns; Constraint optimization; Cost function; Design optimization; Fading; Frequency division multiplexing; Helium; Constant modulus (CM); least-squares (LS) channel estimation; multiple-antenna (MA) communication; optimal training;
Journal_Title :
Communications, IEEE Transactions on
DOI :
10.1109/TCOMM.2006.881214