频域非正交多址低复杂度资源分配

IF 0.7 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC IEICE Transactions on Communications Pub Date : 2023-01-01 DOI:10.1587/transcom.2023ebp3009
S. Denno, Taichi Yamagami, Yafei Hou
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引用次数: 0

摘要

本文提出了多台设备接入同一个基站的频域非正交多址低复杂度资源分配方法。在大规模机器类型通信(mMTC)中,假设设备的数量大于网络容量增强所需的资源的数量。本文提出了两种基于MIN-MAX方法的资源分配技术。其中一种方法寻求更好的资源分配,只获得渠道收益。另一种技术应用消息传递算法(MPA)来更好地分配资源。通过频域非正交多址的计算机仿真,对所提出的资源分配技术进行了评价。在上述技术中,该技术具有最佳的误码率(BER)性能。然而,考虑信道增益的方法的计算复杂度远小于考虑MPA的方法,而考虑信道增益的方法的误码率性能仅为0左右。在过载比为1的多路接入中,比MPA低1dB。5在BER为10−4时。在多址中,当误码率为10−4时,它们的增益约为10dB,过载比为2。0. 它们的复杂性是传统技术的10 - 16。
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Low Complexity Resource Allocation in Frequency Domain Non-Orthogonal Multiple Access
SUMMARY This paper proposes low complexity resource allocation in frequency domain non-orthogonal multiple access where many devices access with a base station. The number of the devices is assumed to be more than that of the resource for network capacity enhancement, which is demanded in massive machine type communications (mMTC). This paper proposes two types of resource allocation techniques, all of which are based on the MIN-MAX approach. One of them seeks for nicer resource allocation with only channel gains. The other technique applies the message passing algorithm (MPA) for better resource allocation. The proposed resource allocation techniques are evaluated by computer simulation in frequency domain non-orthogonal multiple access. The proposed technique with the MPA achieves the best bit error rate (BER) performance in the proposed techniques. However, the computational complexity of the proposed techniques with channel gains is much smaller than that of the proposed technique with the MPA, whereas the BER performance of the proposed techniques with channel gains is only about 0 . 1dB inferior to that with the MPA in the multiple access with the overloading ratio of 1 . 5 at the BER of 10 − 4 . They attain the gain of about 10dB at the BER of 10 − 4 in the multiple access with the overloading ration of 2 . 0. Their complexity is 10 − 16 as small as the conventional technique.
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来源期刊
IEICE Transactions on Communications
IEICE Transactions on Communications 工程技术-电信学
CiteScore
1.40
自引率
28.60%
发文量
101
审稿时长
3.7 months
期刊介绍: The IEICE Transactions on Communications is an all-electronic journal published occasionally by the Institute of Electronics, Information and Communication Engineers (IEICE) and edited by the Communications Society in IEICE. The IEICE Transactions on Communications publishes original, peer-reviewed papers that embrace the entire field of communications, including: - Fundamental Theories for Communications - Energy in Electronics Communications - Transmission Systems and Transmission Equipment for Communications - Optical Fiber for Communications - Fiber-Optic Transmission for Communications - Network System - Network - Internet - Network Management/Operation - Antennas and Propagation - Electromagnetic Compatibility (EMC) - Wireless Communication Technologies - Terrestrial Wireless Communication/Broadcasting Technologies - Satellite Communications - Sensing - Navigation, Guidance and Control Systems - Space Utilization Systems for Communications - Multimedia Systems for Communication
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