QoS-aware NOMA with Sequence Block Compressed Sensing Multiuser Detection

Mehmood Alam, Qi Zhang

    Research output: Contribution to book/anthology/report/proceedingArticle in proceedingsResearchpeer-review

    Abstract

    Non-orthogonal multiple access (NOMA) with compressed sensing based multiuser detection (CSMUD) is a promising candidate to enable massive connectivity for the massive machine type communication (mMTC) in 5G. In this paper, we have proposed three approaches to improve the performance and enable differentiation in the quality of service (QoS) among the mMTC devices in NOMA with sequence block CSMUD. First, a repeated-transmission scheme with spreading diversity is proposed which enhances the performance of all sensor nodes. Secondly, a QoS-aware sequence block allocation scheme is proposed to differentiate QoS in mMTC by assigning the low correlated sequence blocks to the high priority nodes. Lastly, the above two approaches are combined to propose a QoS-aware repeated-transmission scheme which not only increases the QoS differentiation but also achieves a significant gain in SNR of both high and low priority nodes. A QoS-aware group orthogonal matching pursuit based algorithm is designed to jointly detect and estimate the data. It is shown that the proposed repeated-transmission with spreading diversity scheme reduces the detection error rate (DER) and the bit error rate (BER) by more than two order of magnitude at SNR = 10 dB. Using the QoS-aware sequence block allocation scheme, it is shown that a gain of more than half a magnitude in DER and BER is achieved at SNR = 13 dB. The combined QoS-aware repeated-transmission scheme achieves a gain of at least 12 dB at BER = 10 -4 for the high priority nodes as well as a gain of at least 6 dB for the low priority nodes.

    Original languageEnglish
    Title of host publication2019 IEEE Wireless Communications and Networking Conference, WCNC 2019
    Number of pages6
    PublisherIEEE
    Publication dateApr 2019
    Article number8885427
    ISBN (Electronic)978-1-5386-7646-2
    Publication statusPublished - Apr 2019
    EventIEEE Wireless Communications and Networking Conference: IEEE WCNC 2019 - Marrakech, Morocco
    Duration: 15 Apr 201918 Apr 2019
    https://wcnc2019.ieee-wcnc.org/

    Conference

    ConferenceIEEE Wireless Communications and Networking Conference
    Country/TerritoryMorocco
    CityMarrakech
    Period15/04/201918/04/2019
    Internet address

    Keywords

    • 5G
    • CSMUD
    • Massive machine type communication
    • NOMA
    • QoS

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