TY - JOUR
T1 - Low-Complexity Waveform Design for PAPR Reduction in Integrated Sensing and Communication Systems Based on ADMM
AU - Wu, Jinlong
AU - Li, Lixin
AU - Lin, Wensheng
AU - Liang, Junli
AU - Han, Zhu
N1 - Publisher Copyright:
© 2001-2012 IEEE.
PY - 2024/6/1
Y1 - 2024/6/1
N2 - With the development of integrated sensing and communication (ISAC) systems, waveform design is currently attracting extensive attention. At the same time, subcarrier superposition can lead to the high peak-to-average power ratio (PAPR) problem in orthogonal frequency-division multiplexing (OFDM). Therefore, in this article, we investigate the low PAPR waveform design for OFDM-based ISAC systems. A weighted optimization problem with the constraint of zero integrated sidelobe level (ISL) is formulated with the aim of flexibly balancing between PAPR and communication performance and an alternating direction method of multipliers (ADMMs)-based algorithm is proposed to address this issue. Moreover, the nonlinear power amplifier is also considered to demonstrate the impact of PAPR on ISAC systems. Simulation results demonstrate that the proposed algorithm can effectively reduce the PAPR and achieve a performance trade-off between PAPR and communication performance.
AB - With the development of integrated sensing and communication (ISAC) systems, waveform design is currently attracting extensive attention. At the same time, subcarrier superposition can lead to the high peak-to-average power ratio (PAPR) problem in orthogonal frequency-division multiplexing (OFDM). Therefore, in this article, we investigate the low PAPR waveform design for OFDM-based ISAC systems. A weighted optimization problem with the constraint of zero integrated sidelobe level (ISL) is formulated with the aim of flexibly balancing between PAPR and communication performance and an alternating direction method of multipliers (ADMMs)-based algorithm is proposed to address this issue. Moreover, the nonlinear power amplifier is also considered to demonstrate the impact of PAPR on ISAC systems. Simulation results demonstrate that the proposed algorithm can effectively reduce the PAPR and achieve a performance trade-off between PAPR and communication performance.
KW - Alternating direction method of multipliers (ADMMs)
KW - integrated sensing and communication (ISAC)
KW - orthogonal frequency-division multiplexing (OFDM)
KW - peak-to-average power ratio (PAPR)
KW - waveform design
UR - http://www.scopus.com/inward/record.url?scp=85192199098&partnerID=8YFLogxK
U2 - 10.1109/JSEN.2024.3392353
DO - 10.1109/JSEN.2024.3392353
M3 - 文章
AN - SCOPUS:85192199098
SN - 1530-437X
VL - 24
SP - 18488
EP - 18498
JO - IEEE Sensors Journal
JF - IEEE Sensors Journal
IS - 11
ER -