Title :
On the Design of Constant Modulus Sequences with Low Correlation Sidelobes Levels
Author :
Wang, Y.-C. ; Dong, L. ; Xue, X. ; Yi, K.-C.
Author_Institution :
State Key Lab. on ISN, Xidian Univ., Xi´´an, China
fDate :
4/1/2012 12:00:00 AM
Abstract :
In many wireless communications/radar applications, constant modulus sequences with low correlation sidelobes levels are desired. In this letter, we present an efficient optimization method to design them. Firstly, we formulate a fourth-order polynomial, but unconstrained, minimization problem. And then, a customized LBFGS (Limited-Memory Broyden Fletcher Goldfarb and Shanno) iterative algorithm is proposed to solve it approximately. Numerical examples show that the proposed approach compares favorably with the state-of-the-art approach.
Keywords :
correlation methods; iterative methods; minimisation; polynomials; radar; radio networks; constant modulus sequence; customized LBFGS iterative algorithm; fourth-order polynomial; limited-memory Broyden Fletcher Goldfarb and Shanno; low correlation sidelobe level; optimization method; unconstrained minimization problem; wireless communication-radar application; Algorithm design and analysis; Computational efficiency; Convergence; Correlation; Helium; Minimization; Optimization; Constant modulus sequences; LBFGS algorithm; correlation sidelobes levels;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2012.022112.112205