TY - JOUR
T1 - Performance of NOMA-Based mmWave D2D Networks under Practical System Conditions
AU - Tlebaldiyeva, Leila
AU - Nauryzbayev, Galymzhan
AU - Eltawil, Ahmed M.
N1 - Funding Information:
This work was supported in part by the Nazarbayev University Social Policy Grant, and in part by the Nazarbayev University Faculty Development Competitive Research Program under Grant 240919FD3935.
Publisher Copyright:
© 2013 IEEE.
PY - 2021
Y1 - 2021
N2 - This work elaborates the analysis on ergodic capacity, coverage probability, and average throughput for multi-user non-orthogonal multiple access (NOMA) based device-to-device communication networks, which operate in the millimeter-wave spectrum range and are constrained by practical system imperfections such as residual transceiver hardware impairments, imperfect channel state information, and non-ideal successive interference cancellation. More importantly, we consider that the proposed network model is limited by independent and non-identically distributed interference noises emerging from neighboring device nodes. Computationally effective and comprehensive closed-form expressions are delivered to evaluate the ergodic capacity with its upper and lower bounds, as well as coverage probability and average throughput expressions. Furthermore, the asymptotic analysis of ergodic capacity and coverage probability at high and low signal-to-noise-ratio regimes are analyzed and the corresponding closed-form expressions are presented. Valuable discussions on the fairness-based power allocation scheme for NOMA users have been provided. Moreover, a thorough Monte Carlo simulation is carried out to validate the corresponding analytical findings. Finally, simulation results have revealed that the system impairments aforementioned herein cause an ergodic capacity saturation phenomenon. Especially, interference plays a significant role as a performance limitation factor for the ergodic capacity and coverage probability.
AB - This work elaborates the analysis on ergodic capacity, coverage probability, and average throughput for multi-user non-orthogonal multiple access (NOMA) based device-to-device communication networks, which operate in the millimeter-wave spectrum range and are constrained by practical system imperfections such as residual transceiver hardware impairments, imperfect channel state information, and non-ideal successive interference cancellation. More importantly, we consider that the proposed network model is limited by independent and non-identically distributed interference noises emerging from neighboring device nodes. Computationally effective and comprehensive closed-form expressions are delivered to evaluate the ergodic capacity with its upper and lower bounds, as well as coverage probability and average throughput expressions. Furthermore, the asymptotic analysis of ergodic capacity and coverage probability at high and low signal-to-noise-ratio regimes are analyzed and the corresponding closed-form expressions are presented. Valuable discussions on the fairness-based power allocation scheme for NOMA users have been provided. Moreover, a thorough Monte Carlo simulation is carried out to validate the corresponding analytical findings. Finally, simulation results have revealed that the system impairments aforementioned herein cause an ergodic capacity saturation phenomenon. Especially, interference plays a significant role as a performance limitation factor for the ergodic capacity and coverage probability.
KW - Average throughput
KW - coverage probability
KW - device-to-device (D2D) communications
KW - ergodic capacity
KW - imperfect channel state information (CSI)
KW - millimeter-wave (mmWave)
KW - non-orthogonal multiple access (NOMA)
KW - residual transceiver hardware impairment (RTHI)
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U2 - 10.1109/ACCESS.2021.3132084
DO - 10.1109/ACCESS.2021.3132084
M3 - Article
AN - SCOPUS:85120565806
SN - 2169-3536
VL - 9
SP - 160958
EP - 160974
JO - IEEE Access
JF - IEEE Access
ER -