[en] To develop emerging transmission techniques for potential applications of Internet of Things (IoT), the system performance analysis of a cognitive radio (CR)-enabled ambient backscatter (AmBC) system will be studied in this paper with functionality of non-orthogonal multiple access (NOMA). In the proposed scheme, a base station communicates with two destinations via a designated backscatter device. It is assumed that the relay node is fitted with two different interfaces and can simultaneously collect/decode and backscatter the received source signals. Such transmission mechanism benefits to design various applications in IoT as well as wireless systems with improved performance. To exhibit system performance metrics, the outage probability and the ergodic capacity of the recipient nodes are derived analytically. Furthermore, it is shown that employing AmBC NOMA together with CR for secondary communication can significantly improve overall network performance in terms of the achievable throughput in delay-limited and delay-tolerant modes and outage probability. Numerical results show that: 1) The proposed system can improve the spectrum efficiency by employing both CR and NOMA techniques; 2) Compared with the orthogonal multiple access (OMA)-aided AmBC systems, the considered CR AmBC system relying on NOMA can obtain better reliability in the whole range of SNR; 3) There are error floors for the outage probability in the high SNR regime due to required target rates; 4) There exists a trade-off between system performance of IoT devices and power allocation coefficients associated with NOMA; 5) We find energy efficiency factor as evident of further improvement in such system.
Disciplines :
Ingénierie électrique & électronique
Auteur, co-auteur :
Le, Chi-Bao
Do, Dinh-Thuan
Silva, Adão
KHAN, Wali Ullah ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SigCom
Khalid, Waqas
Yu, Heejung
Nguyen, Nhan Duc
Co-auteurs externes :
yes
Langue du document :
Anglais
Titre :
Joint Design of Improved Spectrum and Energy Efficiency With Backscatter NOMA for IoT
Titre traduit :
[en] Joint Design of Improved Spectrum and Energy Efficiency With Backscatter NOMA for IoT
Date de publication/diffusion :
décembre 2021
Titre du périodique :
IEEE Access
ISSN :
2169-3536
Maison d'édition :
Institute of Electrical and Electronics Engineers, Piscataway, Etats-Unis - New Jersey
N. Van Huynh, D. T. Hoang, X. Lu, D. Niyato, P. Wang, and D. I. Kim, "Ambient backscatter communications: A contemporary survey," IEEE Commun. Surveys Tuts., vol. 20, no. 4, pp. 2889-2922, 4th Quart., 2018.
H. Ding, D. B. da Costa, and J. Ge, "Outage analysis for cooperative ambient backscatter systems," IEEE Wireless Commun. Lett., vol. 9, no. 5, pp. 601-605, May 2020.
C.-B. Le, D.-T. Do, X. Li, Y.-F. Huang, H.-C. Chen, and M. Voznak, "Enabling NOMA in backscatter reconfigurable intelligent surfaces-aided systems," IEEE Access, vol. 9, pp. 33782-33795, 2021.
S. Idrees, X. Zhou, S. Durrani, and D. Niyato, "A retrodirective wireless power transfer scheme for ambient backscatter systems," in Proc. IEEE Int. Conf. Commun. (ICC), Jun. 2020, pp. 1-6.
X. Gu, P. Burasa, S. Hemour, and K. Wu, "Recycling ambient RF energy: Far-field wireless power transfer and harmonic backscattering," IEEE Microw. Mag., vol. 22, no. 9, pp. 60-78, Sep. 2021.
Q. Zhang, Y.-C. Liang, and H. V. Poor, "Intelligent user association for symbiotic radio networks using deep reinforcement learning," IEEE Trans. Wireless Commun., vol. 19, no. 7, pp. 4535-4548, Jul. 2020.
Y. Ye, L. Shi, X. Chu, and G. Lu, "On the outage performance of ambient backscatter communications," IEEE Internet Things J., vol. 7, no. 8, pp. 7265-7278, Aug. 2020.
Y. Chen, "Performance of ambient backscatter systems using reconfigurable intelligent surface," IEEE Commun. Lett., vol. 25, no. 8, pp. 2536-2539, Aug. 2021.
R. Luo, H. Yang, C. Meng, and X. Zhang, "A novel SR-DCSK-based ambient backscatter communication system," IEEE Trans. Circuits Syst. II, Exp. Briefs, early access, Aug. 31, 2021, doi: 10.1109/TCSII.2021.3109020.
F. Jameel, M. A. Jamshed, Z. Chang, R. Jantti, and H. Pervaiz, "Low latency ambient backscatter communications with deep Q-learning for beyond 5G applications," in Proc. IEEE 91st Veh. Technol. Conf. (VTCSpring), May 2020, pp. 1-6.
Y. Hu, P. Wang, Z. Lin, M. Ding, and Y.-C. Liang, "Performance analysis of ambient backscatter systems with LDPC-coded source signals," IEEE Trans. Veh. Technol., vol. 70, no. 8, pp. 7870-7884, Aug. 2021.
Y. Liu, Y. Ye, G. Yan, and Y. Zhao, "Outage performance analysis for an opportunistic source selection based two-way cooperative ambient backscatter communication system," IEEE Commun. Lett., vol. 25, no. 2, pp. 437-441, Feb. 2021.
X. Cao, Z. Song, B. Yang, M. A. Elmossallamy, L. Qian, and Z. Han, "A distributed ambient backscatter MAC protocol for Internet-ofThings networks," IEEE Internet Things J., vol. 7, no. 2, pp. 1488-1501, Feb. 2020.
H. Guo, R. Long, and Y.-C. Liang, "Cognitive backscatter network: A spectrum sharing paradigm for passive IoT," IEEE Wireless Commun. Lett., vol. 8, no. 5, pp. 1423-1426, Oct. 2019.
R. Kishore, S. Gurugopinath, P. C. Sofotasios, S. Muhaidat, and N. Al-Dhahir, "Opportunistic ambient backscatter communication in RFpowered cognitive radio networks," IEEE Trans. Cognit. Commun. Netw., vol. 5, no. 2, pp. 413-426, Jun. 2019.
S. Xiao, H. Guo, and Y.-C. Liang, "Resource allocation for full-duplexenabled cognitive backscatter networks," IEEE Trans. Wireless Commun., vol. 18, no. 6, pp. 3222-3235, Jun. 2019.
H. Guo, Q. Zhang, S. Xiao, and Y. C. Liang, "Exploiting multiple antennas for cognitive ambient backscatter communication," IEEE Internet Things J., vol. 6, no. 1, pp. 765-775, Feb. 2019.
X. Liu, Y. Gao, and F. Hu, "Optimal time scheduling scheme for wireless powered ambient backscatter communications in IoT networks," IEEE Internet Things J., vol. 6, no. 2, pp. 2264-2272, Apr. 2019.
M.-S. Van Nguyen, D.-T. Do, S. Al-Rubaye, S. Mumtaz, A. Al-Dulaimi, and O. A. Dobre, "Exploiting impacts of antenna selection and energy harvesting for massive network connectivity," IEEE Trans. Commun., vol. 69, no. 11, pp. 7587-7602, Nov. 2021, doi: 10.1109/TCOMM.2021. 3106099.
W. Khalid and H. Yu, "Security improvement with QoS provisioning using service priority and power allocation for NOMA-IoT networks," IEEE Access, vol. 9, pp. 9937-9948, 2021.
D. Do, T. Nguyen, K. M. Rabie, X. Li, and B. M. Lee, "Throughput analysis of multipair two-way replaying networks with NOMA and imperfect CSI," IEEE Access, vol. 8, pp. 128942-128953, 2020.
X. Li, M. Zhao, M. Zeng, S. Mumtaz, V. G. Menon, Z. Ding, and O. A. Dobre, "Hardware impaired ambient backscatter NOMA systems: Reliability and security," IEEE Trans. Commun., vol. 69, no. 4, pp. 2723-2736, Apr. 2021.
W. U. Khan, M. A. Javed, T. N. Nguyen, S. Khan, and B. M. Elhalawany, "Energy-efficient resource allocation for 6G backscatter-enabled NOMA IoV networks," IEEE Trans. Intell. Transp. Syst., early access, Sep. 21, 2021, doi: 10.1109/TITS.2021.3110942.
W. U. Khan, F. Jameel, N. Kumar, R. Jantti, and M. Guizani, "Backscatterenabled efficient V2X communication with non-orthogonal multiple access," IEEE Trans. Veh. Technol., vol. 70, no. 2, pp. 1724-1735, Feb. 2021.
X. Li, M. Zhao, Y. Liu, L. Li, Z. Ding, and A. Nallanathan, "Secrecy analysis of ambient backscatter NOMA systems under I/Q imbalance," IEEE Trans. Veh. Technol., vol. 69, no. 10, pp. 12286-12290, Oct. 2020, doi: 10.1109/TVT.2020.3006478.
B. Lyu, H. Guo, Z. Yang, and G. Gui, "Throughput maximization for hybrid backscatter assisted cognitive wireless powered radio networks," IEEE Internet Things J., vol. 5, no. 3, pp. 2015-2024, Jun. 2018.
I. S. Gradshteyn and I. M. Ryzhik, Table of Integrals, Series and Products, 6th ed. New York, NY, USA: Academic, 2000.
A. M. Mathai, R. K. Saxena, and H. J. Haubold, The H-Function: Theory and Applications. New York, NY, USA: Springer, 2010.
A. S. de Sena, "Massive MIMO-NOMA networks with imperfect SIC: Design and fairness enhancement," IEEE Trans. Wireless Commun., vol. 19, no. 9, pp. 6100-6115, Sep. 2020.
P. Zhang, M. Rostami, P. Hu, and D. Ganesan, "Enabling practical backscatter communication for on-body sensors," in Proc. ACM SIGCOMM, Florianópolis, Brazil, 2016, pp. 370-383.
M. Seyfi, S. Muhaidat, J. Liang, and M. Uysal, "Relay selection in dualhop vehicular networks," IEEE Signal Process. Lett., vol. 18, no. 2, pp. 134-137, Feb. 2011.
E. Biglieri, R. Calderbank, A. Constantinides, A. Goldsmith, A. Paulraj, and H. V. Poor, MIMO Wireless Communications. Cambridge, U.K.: Cambridge Univ. Press, 2007.
X. Yue, Y. Liu, S. Kang, A. Nallanathan, and Z. Ding, "Exploiting full/halfduplex user relaying in NOMA systems," IEEE Trans. Commun., vol. 66, no. 2, pp. 560-575, Feb. 2018.
P. K. Mittal and K. C. Gupta, "An integral involving generalized function of two variables," Proc. Indian Acad. Sci. A, vol. 75, no. 3, pp. 117-123, Mar. 1972.
A. Prudnikov, Y. Brychkov, and O. Marichev, Integrals and Series More Special Functions, vol. 3. New York, NY, USA: Gordon and Breach, 1986.
M. Abramowitz and I. A. Stegun, Handbook of Mathematical Functions With Formulas, Graphs, and Mathematical Tables. New York, NY, USA: Dover, 1972.
X. Li, Y. Zheng, W. U. Khan, M. Zeng, D. Li, G. K. Ragesh, and L. Li, "Physical layer security of cognitive ambient backscatter communications for green Internet-of-Things," IEEE Trans. Green Commun. Netw., vol. 5, no. 3, pp. 1066-1076, Feb. 2021.
