Energy-Efficient Backscatter Aided Uplink NOMA Roadside Sensor Communications under Channel Estimation Errors

Ihsan, Asim; Chen, Wen; KHAN, Wali Ullah; Wu, Qingqing; Wang, Kunlun

doi:10.1109/TITS.2023.3240159

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Energy-Efficient Backscatter Aided Uplink NOMA Roadside Sensor Communications under Channel Estimation Errors

Ihsan, Asim; Chen, Wen; KHAN, Wali Ullah et al.

2023 • In IEEE Transactions on Intelligent Transportation Systems

Peer Reviewed verified by ORBi

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https://hdl.handle.net/10993/54154

DOI
10.1109/TITS.2023.3240159

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Keywords :

Backscatter Communications; Non-orthogonal Multiple Access; Vehicular Communications

Abstract :

[en] This work presents non-orthogonal multiple access (NOMA) enabled energy-efficient alternating optimization framework for backscatter aided wireless powered uplink sensors communications for beyond 5G intelligent transportation system (ITS). Specifically, the transmit power of carrier emitter (CE) and reflection coefficients of backscatter aided roadside sensors are optimized with channel uncertainties for the maximization of the energy efficiency (EE) of the network. The formulated problem is tackled by the proposed two-stage alternating optimization algorithm named AOBWS (alternating optimization for backscatter aided wireless powered sensors). In the first stage, AOBWS employs an iterative algorithm to obtain optimal CE transmit power through simplified closed-form computed through Cardano’s formulae. In the second stage, AOBWS uses a noniterative algorithm that provides a closed-form expression for the computation of optimal reflection coefficient for roadside sensors under their quality of service (QoS) and a circuit power constraint. The global optimal exhaustive search (ES) algorithm is used as a benchmark. Simulation results demonstrate that the AOBWS algorithm can achieve near-optimal performance with very low complexity, which makes it suitable for practical implementations.

Disciplines :

Electrical & electronics engineering

Author, co-author :

Ihsan, Asim

Chen, Wen

KHAN, Wali Ullah ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom

Wu, Qingqing

Wang, Kunlun

External co-authors :

yes

Language :

English

Title :

Energy-Efficient Backscatter Aided Uplink NOMA Roadside Sensor Communications under Channel Estimation Errors

Alternative titles :

[en] Energy-Efficient Backscatter Aided Uplink NOMA Roadside Sensor Communications under Channel Estimation Errors

Publication date :

February 2023

Journal title :

IEEE Transactions on Intelligent Transportation Systems

ISSN :

1524-9050

eISSN :

1558-0016

Publisher :

Institute of Electrical and Electronics Engineers, New-York, United States - New York

Peer reviewed :

Peer Reviewed verified by ORBi

Available on ORBilu :

since 25 January 2023

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Bibliography

M. Habibzadeh, W. Xiong, M. Zheleva, E. K. Stern, B. H. Nussbaum, and T. Soyata, "Smart city sensing and communication subinfrastructure, " in Proc. IEEE 60th Int. Midwest Symp. Circuits Syst. (MWSCAS), Aug. 2017, pp. 1159-1162.
U. S. Toro, K. Wu, and V. C. M. Leung, "Backscatter wireless communications and sensing in green Internet of Things, " IEEE Trans. Green Commun. Netw., vol. 6, no. 1, pp. 37-55, Mar. 2022.
A. Bletsas, P. N. Alevizos, and G. Vougioukas, "The art of signal processing in backscatter radio for μW (or less) Internet of Things: Intelligent signal processing and backscatter radio enabling batteryless connectivity, " IEEE Signal Process. Mag., vol. 35, no. 5, pp. 28-40, Sep. 2018.
Q. Wu, W. Chen, D. W. K. Ng, and R. Schober, "Spectral and energyefficient wireless powered IoT networks: NOMA or TDMA?" IEEE Trans. Veh. Technol., vol. 67, no. 7, pp. 6663-6667, Jul. 2018.
Q. Wu, G. Zhang, D. W. K. Ng, W. Chen, and R. Schober, "Generalized wireless-powered communications: When to activate wireless power transfer?" IEEE Trans. Veh. Technol., vol. 68, no. 8, pp. 8243-8248, Aug. 2019.
X. Lu, D. Niyato, H. Jiang, D. I. Kim, Y. Xiao, and Z. Han, "Ambient backscatter assisted wireless powered communications, " IEEE Wireless Commun., vol. 25, no. 2, pp. 170-177, Apr. 2018.
P. N. Alevizos, K. Tountas, and A. Bletsas, "Multistatic scatter radio sensor networks for extended coverage, " IEEE Trans. Wireless Commun., vol. 17, no. 7, pp. 4522-4535, Jul. 2018.
J. Kimionis, A. Bletsas, and J. N. Sahalos, "Increased range bistatic scatter radio, " IEEE Trans. Commun., vol. 62, no. 3, pp. 1091-1104, Mar. 2014.
A. E. Mostafa and V. W. S. Wong, "Transmit or backscatter: Communication mode selection for narrowband IoT systems, " IEEE Trans. Veh. Technol., vol. 71, no. 5, pp. 5477-5491, May 2022, doi: 10.1109/TVT.2022.3155707.
S. Zeb et al., "NOMA enhanced backscatter communication for green IoT networks, " in Proc. 16th Int. Symp. Wireless Commun. Syst. (ISWCS), 2019, pp. 640-644.
F. Jameel, S. Zeb, W. U. Khan, S. A. Hassan, Z. Chang, and J. Liu, "NOMA-enabled backscatter communications: Toward battery-free IoT networks, " IEEE Internet Things Mag., vol. 3, no. 4, pp. 95-101, Dec. 2020.
Q. Zhang, L. Zhang, Y.-C. Liang, and P. Y. Kam, "Backscatter-NOMA: A symbiotic system of cellular and Internet-of-Things networks, " IEEE Access, vol. 7, pp. 20000-20013, 2019.
J. Guo, X. Zhou, S. Durrani, and H. Yanikomeroglu, "Design of nonorthogonal multiple access enhanced backscatter communication, " IEEE Trans. Wireless Commun., vol. 17, no. 10, pp. 6837-6852, Oct. 2018.
A. Farajzadeh, O. Ercetin, and H. Yanikomeroglu, "UAV data collection over NOMA backscatter networks: UAV altitude and trajectory optimization, " in Proc. IEEE Int. Conf. Commun. (ICC), May 2019, pp. 1-7.
G. Yang, X. Xu, and Y.-C. Liang, "Resource allocation in NOMAenhanced backscatter communication networks for wireless powered IoT, " IEEE Wireless Commun. Lett., vol. 9, no. 1, pp. 117-120, Jan. 2020.
Y. Xu, Z. Qin, G. Gui, H. Gacanin, H. Sari, and F. Adachi, "Energy efficiency maximization in NOMA enabled backscatter communications with QoS guarantee, " IEEE Wireless Commun. Lett., vol. 10, no. 2, pp. 353-357, Feb. 2021.
W. U. Khan, A. Ihsan, T. N. Nguyen, Z. Ali, and M. A. Javed, "NOMA-enabled backscatter communications for green transportation in automotive-industry 5.0, " IEEE Trans. Ind. Informat., vol. 18, no. 11, pp. 7862-7874, Nov. 2022, doi: 10.1109/TII.2022.3161029.
W. U. Khan, F. Jameel, N. Kumar, R. Jantti, and M. Guizani, "Backscatter-enabled efficient V2X communication with non-orthogonal multiple access, " IEEE Trans. Veh. Technol., vol. 70, no. 2, pp. 1724-1735, Feb. 2021.
W. U. Khan et al., "Learning-based resource allocation for backscatteraided vehicular networks, " IEEE Trans. Intell. Transp. Syst., vol. 23, no. 10, pp. 19676-19690, Oct. 2022, doi: 10.1109/TITS.2021.3126766.
F. Pereira et al., "When backscatter communication meets vehicular networks: Boosting crosswalk awareness, " IEEE Access, vol. 8, pp. 34507-34521, 2020.
V. Hansini, N. E. Elizabeth, R. Hemapriya, and S. Kavitha, "Secured backscatter communication between smart cars in a vehicular adhoc network, " in Proc. 10th Int. Conf. Intell. Syst. Control (ISCO), Coimbatore, India, Jan. 2016, pp. 1-4.
K. Han, K. Huang, S.-W. Ko, S. Lee, and W.-S. Ko, "Joint frequencyand-phase modulation for backscatter-Tag assisted vehicular positioning, " in Proc. IEEE 20th Int. Workshop Signal Process. Adv. Wireless Commun. (SPAWC), Cannes, France, Jul. 2019, pp. 1-5.
X. Liu et al., "Overview of spintronic sensors with Internet of Things for smart living, " IEEE Trans. Magn., vol. 55, no. 11, pp. 1-22, Nov. 2019.
Y. Zhang, B. Li, F. Gao, and Z. Han, "A robust design for ultra reliable ambient backscatter communication systems, " IEEE Internet Things J., vol. 6, no. 5, pp. 8989-8999, Oct. 2019.
A. W. Nazar, S. A. Hassan, H. Jung, A. Mahmood, and M. Gidlund, "BER analysis of a backscatter communication system with nonorthogonal multiple access, " IEEE Trans. Green Commun. Netw., vol. 5, no. 2, pp. 574-586, Jun. 2021.
F. Jameel, M. Nabeel, and W. U. Khan, "Time slot management in backscatter systems for large-scale IoT networks, " in Wireless-Powered Backscatter Communications for Internet of Things. Cham, Switzerland: Springer, 2021, pp. 51-65.
Y. Ye, L. Shi, R. Qingyang Hu, and G. Lu, "Energy-efficient resource allocation for wirelessly powered backscatter communications, " IEEE Commun. Lett., vol. 23, no. 8, pp. 1418-1422, Aug. 2019.
A. Ihsan, W. Chen, S. Zhang, and S. Xu, "Energy-efficient NOMA multicasting system for beyond 5G cellular V2X communications with imperfect CSI, " IEEE Trans. Intell. Transp. Syst., vol. 23, no. 8, pp. 10721-10735, Aug. 2022.
X. Wang, F.-C. Zheng, P. Zhu, and X. You, "Energy-efficient resource allocation in coordinated downlink multicell OFDMA systems, " IEEE Trans. Veh. Technol., vol. 65, no. 3, pp. 1395-1408, Mar. 2016.
Z. Yang, Z. Ding, P. Fan, and G. K. Karagiannidis, "On the performance of non-orthogonal multiple access systems with partial channel information, " IEEE Trans. Commun., vol. 64, no. 2, pp. 654-667, Feb. 2016.
J. Men, J. Ge, and C. Zhang, "Performance analysis for downlink relaying aided non-orthogonal multiple access networks with imperfect CSI over Nakagami-m fading, " IEEE Access, vol. 5, pp. 998-1004, 2017.
M. R. Zamani, M. Eslami, M. Khorramizadeh, and Z. Ding, "Energyefficient power allocation for NOMA with imperfect CSI, " IEEE Trans. Veh. Technol., vol. 68, no. 1, pp. 1009-1013, Jan. 2019.
M. Zeng, A. Yadav, O. A. Dobre, and H. V. Poor, "Energy-efficient power allocation for uplink NOMA, " in Proc. IEEE Global Commun. Conf. (GLOBECOM), Dec. 2018, pp. 1-6.
M. S. Ali, H. Tabassum, and E. Hossain, "Dynamic user clustering and power allocation for uplink and downlink non-orthogonal multiple access (NOMA) systems, " IEEE Access, vol. 4, pp. 6325-6343, 2016.
Q. Wu, W. Chen, D. W. K. Ng, J. Li, and R. Schober, "User-centric energy efficiency maximization for wireless powered communications, " IEEE Trans. Wireless Commun., vol. 15, no. 10, pp. 6898-6912, Oct. 2016.
Q. Wu, G. Y. Li, W. Chen, D. W. K. Ng, and R. Schober, "An overview of sustainable green 5G networks, " IEEE Wireless Commun., vol. 24, no. 4, pp. 72-80, Aug. 2017.
J. Papandriopoulos and J. S. Evans, "SCALE: A low-complexity distributed protocol for spectrum balancing in multiuser DSL networks, " IEEE Trans. Inf. Theory, vol. 55, no. 8, pp. 3711-3724, Aug. 2009.
K. Shen and W. Yu, "Fractional programming for communication systems-Part I: Power control and beamforming, " IEEE Trans. Signal Process., vol. 66, no. 10, pp. 2616-2630, May 2018.
W. U. Khan, X. Li, A. Ihsan, M. A. Khan, V. G. Menon, and M. Ahmed, "NOMA-enabled optimization framework for next-generation smallcell IoV networks under imperfect SIC decoding, " IEEE Trans. Intell. Transp. Syst., vol. 23, no. 11, pp. 22442-22451, Nov. 2022.
W. Saetan and S. Thipchaksurat, "Power allocation for sum rate maximization in 5G NOMA system with imperfect SIC: A deep learning approach, " in Proc. 4th Int. Conf. Inf. Technol. (InCIT), Oct. 2019, pp. 195-198.
X. Yu, F. Xu, K. Yu, and X. Dang, "Power allocation for energy efficiency optimization in multi-user mmWave-NOMA system with hybrid precoding, " IEEE Access, vol. 7, pp. 109083-109093, 2019.
Y. Liu, M. Elkashlan, Z. Ding, and G. K. Karagiannidis, "Fairness of user clustering in MIMO non-orthogonal multiple access systems, " IEEE Commun. Lett., vol. 20, no. 7, pp. 1465-1468, Jul. 2016.
J. Cui, Y. Liu, Z. Ding, P. Fan, and A. Nallanathan, "Optimal user scheduling and power allocation for millimeter wave NOMA systems, " IEEE Trans. Wireless Commun., vol. 17, no. 3, pp. 1502-1517, Mar. 2018.