TY - GEN
T1 - Achieving the Welch bound with difference sets
AU - Xia, Pengfei
AU - Zhou, Shengli
AU - Giannakis, Georgios B.
PY - 2005
Y1 - 2005
N2 - Consider a codebook containing N unit-norm complex vectors in a K-dimensional space. In a number of applications, the codebook that minimizes the maximal cross-correlation amplitude (Imax) is often desirable. Relying on tools from combinatorial design theory, we construct analytically optimal codebooks meeting, in certain cases, Welch's lower bound. When analytical constructions are not available, we develop an efficient numerical search method based on Lloyd's algorithm, which leads to considerable improvement on the achieved Imax over existing alternatives. We also derive a composite lower bound on the minimum achievable Imax that is effective for any N.
AB - Consider a codebook containing N unit-norm complex vectors in a K-dimensional space. In a number of applications, the codebook that minimizes the maximal cross-correlation amplitude (Imax) is often desirable. Relying on tools from combinatorial design theory, we construct analytically optimal codebooks meeting, in certain cases, Welch's lower bound. When analytical constructions are not available, we develop an efficient numerical search method based on Lloyd's algorithm, which leads to considerable improvement on the achieved Imax over existing alternatives. We also derive a composite lower bound on the minimum achievable Imax that is effective for any N.
UR - http://www.scopus.com/inward/record.url?scp=33646774658&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=33646774658&partnerID=8YFLogxK
U2 - 10.1109/ICASSP.2005.1415895
DO - 10.1109/ICASSP.2005.1415895
M3 - Conference contribution
AN - SCOPUS:33646774658
SN - 0780388747
SN - 9780780388741
T3 - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
SP - 1057
EP - 1060
BT - 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing,ICASSP '05 - Proceedings - Audio and ElectroacousticsSignal Processing for Communication
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2005 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP '05
Y2 - 18 March 2005 through 23 March 2005
ER -