TY - JOUR
T1 - Sequence Set Design with Accurately Controlled Correlation Properties
AU - Yu, Guoyang
AU - Liang, Junli
AU - Li, Jian
AU - Tang, Bo
N1 - Publisher Copyright:
© 1965-2011 IEEE.
PY - 2018/12
Y1 - 2018/12
N2 - The topic of designing sequence set with good correlation properties has received considerable attention due to its numerous applications in many active sensing and communication systems. For example, a multiple-input multiple-output radar system transmits orthogonal waveforms or zero correlation zone sequences to achieve a long virtual aperture, which results in enhanced parameter identifiability and improved resolution. However, it is difficult to design sequence set with accurately controlled correlation properties due to numerous nonconvex and highly nonlinear inequality constraints. In this paper, new sequence set design methods, based on the local integrated sidelobe level and the local peak sidelobe level metrics, are proposed to tackle the optimization problems under the nonconvex and nonlinear inequality constraints to meet the correlation requirements. Numerical examples are provided to show the effectiveness of the proposed methods.
AB - The topic of designing sequence set with good correlation properties has received considerable attention due to its numerous applications in many active sensing and communication systems. For example, a multiple-input multiple-output radar system transmits orthogonal waveforms or zero correlation zone sequences to achieve a long virtual aperture, which results in enhanced parameter identifiability and improved resolution. However, it is difficult to design sequence set with accurately controlled correlation properties due to numerous nonconvex and highly nonlinear inequality constraints. In this paper, new sequence set design methods, based on the local integrated sidelobe level and the local peak sidelobe level metrics, are proposed to tackle the optimization problems under the nonconvex and nonlinear inequality constraints to meet the correlation requirements. Numerical examples are provided to show the effectiveness of the proposed methods.
KW - Accurately controlled correlation properties
KW - local integrated sidelobe level (LISL)
KW - local peak sidelobe level (LPSL)
KW - multiple-input multiple-output (MIMO) radar
KW - sequence set design
KW - zero correlation zone sequences
UR - http://www.scopus.com/inward/record.url?scp=85046994558&partnerID=8YFLogxK
U2 - 10.1109/TAES.2018.2836778
DO - 10.1109/TAES.2018.2836778
M3 - 文章
AN - SCOPUS:85046994558
SN - 0018-9251
VL - 54
SP - 3032
EP - 3046
JO - IEEE Transactions on Aerospace and Electronic Systems
JF - IEEE Transactions on Aerospace and Electronic Systems
IS - 6
M1 - 8360064
ER -