期刊
IEEE INTERNET OF THINGS JOURNAL
卷 6, 期 3, 页码 5508-5519出版社
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JIOT.2019.2903165
关键词
Emergency communications; Internet of Things (IoT); multiobject resource allocation (MORA); nonorthogonal multiple access (NOMA); reweighted message-passing (ReMPA); unmanned aerial vehicle (UAV)
资金
- Priority Academic Program Development of Jiangsu Higher Education Institutions
- National Natural Science Foundation of China [61701258]
- Jiangsu Specially Appointed Professor Program [RK002STP16001]
- Program for Jiangsu Six Top Talent [XYDXX-010]
- Program for High-Level Entrepreneurial and Innovative Talents Introduction [CZ0010617002]
- 1311 Talent Plan of Nanjing University of Posts and Telecommunications
The Internet of Things (IoT) has significant importance in the beyond fifth generation (B5G) communication systems. However, the IoT is vulnerable to disasters because the network is mains powered and the devices are delicate. In this paper, an unmanned aerial vehicle (UAV) is utilized to assist with emergency communications in a heterogeneous IoT (Het-IoT) and a distributed nonorthogonal multiple access (NOMA) scheme is proposed without the requirement of successive interference cancelation (SIC). In order to accommodate the communications of the surviving users and IoT devices efficiently, a multiobjective resource allocation (MORA) scheme is proposed for the UAV-assisted Het-IoT. At first, the original MORA problem is formulated and decoupled with the user power initialization. Then, based on a reweighted message-passing algorithm (ReMPA), the subchannels are assigned to the devices and the users in a stepwise manner. Finally, the transmitting power of the users and the devices is jointly fine-tuned using an iterative access control scheme. The simulation results confirm that the distributed SIC-free NOMA (DSF-NOMA) based on the MORA scheme provides satisfactory communication performances for the users and the devices with a tradeoff between the two subsystems. Compared with the traditional orthogonal frequency division multiple access (OFDMA) scheme and the MORA scheme with random subchannel assignment, the proposed DSF-NOMA-based MORA scheme yields better performances in terms of the sum rate of the users and the access ratio of the devices.
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