论文标题

半集成感应和通信(半ISAC):从OMA到NOMA

Semi-Integrated-Sensing-and-Communication (Semi-ISaC): From OMA to NOMA

论文作者

Zhang, Chao, Yi, Wenqiang, Liu, Yuanwei, Hanzo, Lajos

论文摘要

对于下一代的蜂窝网络,提出了半敏感和通信(SEMI-ISAC)的新概念。与最先进的设备相比,总带宽用于集成感应和通信(ISAC),提议的半ISAC框架提供了更多的自由,因为它允许一部分带宽专门用于无线通信或雷达检测,而其余的则用于ISAC传输。为了提高带宽效率(BE),我们研究了半ISAC网络从正交多访问(OMA)到非正交多访问(NOMA)的演变。首先,我们评估了基于OMA的半ISAC网络的性能。至于通信信号,我们同时研究了停电概率(OP)和Ergodic速率。至于雷达的回声,我们表征了沿山脉雷达估计信息率(REIR)。然后,我们研究了基于NOMA的半ISAC网络的性能,包括通信信号的OP和Ergodic速率以及雷达回声的厄尔及贡氏reir。 OP的多样性增长和高噪声比率(SNR)的斜率也被视为见解。分析结果表明:1)在基于两用户的Noma的半ISAC场景下,近用户的多样性顺序等于Nakagami-M褪色通道(M)的系数,而远用户的多样性均等于零; 2)Ergodic Reir的高SNR斜率基于雷达信号的占空比与脉冲持续时间的比率。我们的仿真结果表明:1)半ISAC比常规ISAC具有更好的通道容量; 2)基于NOMA的半ISAC比基于OMA的SEMI-ISAC具有更好的通道容量。

The new concept of semi-integrated-sensing-and-communication (Semi-ISaC) is proposed for next-generation cellular networks. Compared to the state-of-the-art, where the total bandwidth is used for integrated sensing and communication (ISaC), the proposed Semi-ISaC framework provides more freedom as it allows that a portion of the bandwidth is exclusively used for either wireless communication or radar detection, while the rest is for ISaC transmission. To enhance the bandwidth efficiency (BE), we investigate the evolution of Semi-ISaC networks from orthogonal multiple access (OMA) to non-orthogonal multiple access (NOMA). First, we evaluate the performance of an OMA-based Semi-ISaC network. As for the communication signals, we investigate both the outage probability (OP) and the ergodic rate. As for the radar echoes, we characterize the ergodic radar estimation information rate (REIR). Then, we investigate the performance of a NOMA-based Semi-ISaC network, including the OP and the ergodic rate for communication signals and the ergodic REIR for radar echoes. The diversity gains of OP and the high signal-to-noise ratio (SNR) slopes of the ergodic REIR are also evaluated as insights. The analytical results indicate that: 1) Under a two-user NOMA-based Semi-ISaC scenario, the diversity order of the near-user is equal to the coefficient of the Nakagami-m fading channels (m), while that of the far-user is zero; and 2) The high-SNR slope for the ergodic REIR is based on the ratio of the radar signal's duty cycle to the pulse duration. Our simulation results show that: 1) Semi-ISaC has better channel capacity than the conventional ISaC; and 2) The NOMA-based Semi-ISaC has better channel capacity than the OMA-based Semi-ISaC.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源