TY - GEN
T1 - Multicarrier Waveform Design for mmWave/THz Integrated Sensing and Communication
AU - Zhang, Fan
AU - Mao, Tianqi
AU - Liu, Ruiqi
AU - Zhang, Leyi
AU - Zheng, Dezhi
AU - Wang, Tengfei
AU - Wang, Zhaocheng
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - Integrated sensing and communication (ISAC) is recognized as one of key enabling technologies for the Meta-verse. To enhance both communication data rate and sensing accuracy, the exploitation of millimeter wave (mmWave) and terahertz (THz) frequencies becomes mandatory due to huge amount of spectrum resources. To combat the severe path-loss at mmWave/THz band, large-scale antenna arrays are usually employed to form directional beams. However, the ultra-broad bandwidth induces undesirable beam squint (BS) effects, where the beams from different subcarriers point to diverse angles, leading to the communication performance loss. Fortunately, this BS effect can be leveraged to facilitate the multi-angle super-resolution sensing with minimal beam sweeping overhead. Against this background, we propose a novel multicarrier waveform design methodology for the BS-assisted ISAC systems, which optimizes the frequency resource allocation between sensing and communications to reach a good dual-functional performance trade-off. To mitigate mutual interference, both functions are assigned non-overlapping subcarriers. The subcarrier assignment design is formulated as a mixed integer programming problem to maximize the communication throughput while ensuring the required sensing range and resolution, which involves high complexity to get an exact solution. To this end, we propose a two-stage iterative update algorithm to obtain a quasi-optimal solution with low computational complexity. Numerical results demonstrate that our proposed methodology achieves high-rate communication and high-resolution sensing simultaneously with relatively low overhead.
AB - Integrated sensing and communication (ISAC) is recognized as one of key enabling technologies for the Meta-verse. To enhance both communication data rate and sensing accuracy, the exploitation of millimeter wave (mmWave) and terahertz (THz) frequencies becomes mandatory due to huge amount of spectrum resources. To combat the severe path-loss at mmWave/THz band, large-scale antenna arrays are usually employed to form directional beams. However, the ultra-broad bandwidth induces undesirable beam squint (BS) effects, where the beams from different subcarriers point to diverse angles, leading to the communication performance loss. Fortunately, this BS effect can be leveraged to facilitate the multi-angle super-resolution sensing with minimal beam sweeping overhead. Against this background, we propose a novel multicarrier waveform design methodology for the BS-assisted ISAC systems, which optimizes the frequency resource allocation between sensing and communications to reach a good dual-functional performance trade-off. To mitigate mutual interference, both functions are assigned non-overlapping subcarriers. The subcarrier assignment design is formulated as a mixed integer programming problem to maximize the communication throughput while ensuring the required sensing range and resolution, which involves high complexity to get an exact solution. To this end, we propose a two-stage iterative update algorithm to obtain a quasi-optimal solution with low computational complexity. Numerical results demonstrate that our proposed methodology achieves high-rate communication and high-resolution sensing simultaneously with relatively low overhead.
KW - beam squint (BS)
KW - Integrated sensing and communication (ISAC)
KW - millimeter wave (mmWave)
KW - orthogonal frequency division multiplexing (OFDM)
KW - terahertz (THz)
UR - http://www.scopus.com/inward/record.url?scp=85200005225&partnerID=8YFLogxK
U2 - 10.1109/IWCMC61514.2024.10592328
DO - 10.1109/IWCMC61514.2024.10592328
M3 - Conference contribution
AN - SCOPUS:85200005225
T3 - 20th International Wireless Communications and Mobile Computing Conference, IWCMC 2024
SP - 501
EP - 506
BT - 20th International Wireless Communications and Mobile Computing Conference, IWCMC 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 20th IEEE International Wireless Communications and Mobile Computing Conference, IWCMC 2024
Y2 - 27 May 2024 through 31 May 2024
ER -