Telecommunications Science ›› 2024, Vol. 40 ›› Issue (1): 1-23.doi: 10.11959/j.issn.1000-0801.2024001
• Review •
Yinghui YE, Rui XU, Yujia TIAN, Guangyue LU
Revised:
2023-10-20
Online:
2024-01-01
Published:
2024-01-01
Supported by:
CLC Number:
Yinghui YE, Rui XU, Yujia TIAN, Guangyue LU. Research and development of backscatter communications technology[J]. Telecommunications Science, 2024, 40(1): 1-23.
"
网络架构 | 优点 | 缺点 | 应用场景 |
单站反向散射 | 结构简单,成本低,易于部署 | 易遭受双重路损和双重远近效应,通信性能不佳,需要额外的频谱资源 | 适用于低成本、低速率的短距离通信场景 |
双站反向散射 | 避免往返路径损耗,克服双重远近问题,扩大传输距离 | 需要专门的载波发射器和额外的频谱资源,部署成本高 | 适用于有一定速率要求、成本预算较高的通信场景 |
环境反向散射 | 不需要部署专用载波发射器,降低成本和功耗;提高频谱资源利用率 | 存在共道干扰,给反向散射链路性能带来损失 | 适用于频谱短缺、低成本、低速率且环境射频源丰富的通信场景 |
寄生反向散射 | 考虑主次链路有机协作,克服了共道干扰问题,提升了次系统通信容量 | 来自次系统的信号对主系统带来干扰,造成主系统性能损失 | 适用于频谱短缺、次用户有一定的速率要求且接收机性能较好的通信场景 |
互惠共生反向散射 | 利用主次链路协作,克服了直连链路干扰问题,提升了次系统传输性能;来自次系统的信号可作为主系统的多径,给主系统传输性能带来增益 | 次系统通信容量低 | 适用于频谱短缺、次用户有一定的速率要求、主/次用户互惠且接收机性能较优的通信场景 |
融主被动传输的寄生反向散射 | 提高了次系统通信容量 | 次系统进行主被动通信时均会对主系统造成干扰,使主系统通信容量受损 | 适用于频谱短缺、次用户速率要求较高且接收机性能较好的通信场景 |
[1] | HU J , WANG Q , YANG K . Energy self-sustainability in full-spectrum 6G[J]. IEEE Wireless Communications, 2020,28(1): 104-111. |
[2] | 宋一杭 . 面向物联网弱终端的低功耗通信及接入理论和关键技术研究[D]. 成都:电子科技大学, 2022. |
SONG Y H . Research on low power communication and access theory and key technologies for weak terminals of Internet of Things[D]. Chengdu:University of Electronic Science and Technology of China, 2022. | |
[3] | Ericsson. Ericsson mobility report Q4 2021 update[S]. 2021. |
[4] | SONG C Y , DING Y , EID A ,et al. Advances in wirelessly powered backscatter communications:from antenna/RF circuitry design to printed flexible electronics[J]. Proceedings of the IEEE, 2021,110(1): 171-192. |
[5] | 徐勇军, 杨浩克, 叶迎晖 ,等. 反向散射通信网络资源分配综述[J]. 物联网学报, 2021,5(3): 56-69. |
XU Y J , YANG H K , YE Y H ,et al. A survey on resource allocation in backscatter communication networks[J]. Chinese Journal on Internet of Things, 2021,5(3): 56-69. | |
[6] | LONG R Z , LIANG Y C , GUO H ,et al. Symbiotic radio:a new communication paradigm for passive Internet of Things[J]. IEEE Internet of Things Journal, 2019,7(2): 1350-1363. |
[7] | LIANG Y C , ZHANG Q Q , LARSSON E G ,et al. Symbiotic radio:cognitive backscattering communications for future wireless networks[J]. IEEE Transactions on Cognitive Communications and Networking, 2020,6(4): 1242-1255. |
[8] | 工业和信息化部. “十四五”信息通信行业发展规划[EB]. 2021. |
MIIT. The 14th Five-Year Plan for the development of the information and communication industry[EB]. 2021. | |
[9] | HOANG D T , NIYATO D , WANG P ,et al. Ambient backscatter:a new approach to improve network performance for RF-powered cognitive radio networks[J]. IEEE Transactions on Communications, 2017,65(9): 3659-3674. |
[10] | STOCKMAN H . Communication by means of reflected power[J]. Proceedings of the IRE, 1948,36(10): 1196-1204. |
[11] | VAN HUYNH N , HOANG D T , LU X ,et al. Ambient backscatter communications:a contemporary survey[J]. IEEE Communications Surveys & Tutorials, 2018,20(4): 2889-2922. |
[12] | 王公仆, 熊轲, 刘铭 ,等. 反向散射通信技术与物联网[J]. 物联网学报, 2017,1(1): 67-75. |
WANG G P , XIONG K , LIU M ,et al. Backscatter communication technology and Internet of Things[J]. Chinese Journal on Internet of Things, 2017,1(1): 67-75. | |
[13] | GRIFFIN J D , DURGIN G D . Complete link budgets for backscatter-radio and RFID systems[J]. IEEE Antennas and Propagation Magazine, 2009,51(2): 11-25. |
[14] | KIMIONIS J , BLETSAS A , SAHALOS J N . Increased range bistatic scatter radio[J]. IEEE Transactions on Communications, 2014,62(3): 1091-1104. |
[15] | LU X , NIYATO D , JIANG H ,et al. Ambient backscatter assisted wireless powered communications[J]. IEEE Wireless Communications, 2018,25(2): 170-177. |
[16] | LIU Z X , ZHAO S H , YANG Y ,et al. Toward hybrid backscatter-aided wireless-powered Internet of things networks:cooperation and coexistence scenarios[J]. IEEE Internet of Things Journal, 2021,9(8): 6264-6276. |
[17] | ZHUANG Y D , LI X , JI H ,et al. Optimal resource allocation for RF-powered underlay cognitive radio networks with ambient backscatter communication[J]. IEEE Transactions on Vehicular Technology, 2020,69(12): 15216-15228. |
[18] | MISHRA D , LARSSON E G . Optimal channel estimation for reciprocity-based backscattering with a full-duplex MIMO reader[J]. IEEE Transactions on Signal Processing, 2019,67(6): 1662-1677. |
[19] | MISHRA D , LARSSON E G . Optimizing reciprocity-based backscattering with a full-duplex antenna array reader[C]// Proceedings of 2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). Piscataway:IEEE Press, 2018: 1-5. |
[20] | HE C , CHEN S D , LUAN H X ,et al. Monostatic MIMO backscatter communications[J]. IEEE Journal on Selected Areas in Communications, 2020,38(8): 1896-1909. |
[21] | YERZHANOVA M , KIM Y H . Design of a multi-device backscatter communication system with a multi-antenna reader[C]// Proceedings of 2020 International Conference on Information and Communication Technology Convergence (ICTC). Piscataway:IEEE Press, 2020: 975-977. |
[22] | MISHRA D , YUAN J H . Optimizing backscattering coefficient design for minimizing BER at monostatic MIMO reader[C]// Proceedings of ICASSP 2020 - 2020 IEEE International Conference on Acoustics,Speech and Signal Processing (ICASSP). Piscataway:IEEE Press, 2020: 9165-9169. |
[23] | SACARELO G , KIM Y H . Beamforming and reflection coefficient control for multiantenna backscatter communication with nonorthogonal multiple access[J]. IEEE Access, 2021(9): 56104-56114. |
[24] | HAKIMI A , ZARGARI S , TELLAMBURA C ,et al. Sum rate maximization of full-duplex MIMO monostatic backscatter networks under residual self-interference[C]// Proceedings of 2022 17th Canadian Workshop on Information Theory (CWIT). Piscataway:IEEE Press, 2022: 103-108. |
[25] | HAKIMI A , ZARGARI S Y , TELLAMBURA C ,et al. Sum rate maximization of MIMO monostatic backscatter networks by suppressing residual self-interference[J]. IEEE Transactions on Communications, 2023,71(1): 512-526. |
[26] | MOVAHEDNASAB M , PAKRAVAN M R , MAKKI B ,et al. On energy allocation and data scheduling in backscatter networks with multi-antenna readers[J]. IEEE Open Journal of the Communications Society, 2021(2): 1674-1689. |
[27] | BI D M , MISHRA D , ATAKARAMIANS S ,et al. Optimal designs for throughput and range maximization in backscattering tag-to-tag network[C]// Proceedings of 2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall). Piscataway:IEEE Press, 2022: 1-7. |
[28] | SACARELO G , KIM Y H . Rate-energy tradeoffs of wireless powered backscatter communication with power splitting and time switching[J]. IEEE Access, 2021(9): 10844-10857. |
[29] | BEKKALI A , ZOU S C , KADRI A ,et al. Performance analysis of passive UHF RFID systems under cascaded fading channels and interference effects[J]. IEEE Transactions on Wireless Communications, 2015,14(3): 1421-1433. |
[30] | GUO J , ZHOU X Y , DURRANI S ,et al. Backscatter communications with NOMA (invited paper)[C]// Proceedings of 2018 15th International Symposium on Wireless Communication Systems (ISWCS). Piscataway:IEEE Press, 2018: 1-5. |
[31] | AL-BADARNEH Y H , ALOUINI M S , GEORGHIADES C N . Performance analysis of monostatic multi-tag backscatter systems with general order tag selection[J]. IEEE Wireless Communications Letters, 2020,9(8): 1201-1205. |
[32] | GUO J , DURRANI S , ZHOU X Y . Monostatic backscatter system with multi-tag to reader communication[J]. IEEE Transactions on Vehicular Technology, 2019,68(10): 10320-10324. |
[33] | AL-NAHARI A , JANTTI R , MISHRA D ,et al. Massive MIMO beamforming in monostatic backscatter multi-tag networks[J]. IEEE Communications Letters, 2021,25(4): 1323-1327. |
[34] | AL-NAHARI A , JANTTI R , DUAN R F ,et al. Multi-bounce effect in multi-tag monostatic backscatter communications[J]. IEEE Wireless Communications Letters, 2022,11(1): 43-47. |
[35] | HINTEREGGER S , LEITINGER E , MEISSNER P ,et al. MIMO gain and bandwidth scaling for RFID positioning in dense multipath channels[C]// Proceedings of 2016 IEEE International Conference on RFID (RFID). Piscataway:IEEE Press, 2016: 1-6. |
[36] | KHAN Y , AFZAL A , DUBEY A . Capacity analysis of RIS-aided backscatter communication systems[C]// Proceedings of 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring). Piscataway:IEEE Press, 2023: 1-5. |
[37] | KIMIONIS J , BLETSAS A , SAHALOS J N . Bistatic backscatter radio for tag read-range extension[C]// Proceedings of 2012 IEEE International Conference on RFID-Technologies and Applications (RFID-TA). Piscataway:IEEE Press, 2012: 356-361. |
[38] | HUA M , YANG L X , LI C G ,et al. Bistatic backscatter communication:shunt network design[J]. IEEE Internet of Things Journal, 2020,8(9): 7691-7705. |
[39] | YANG B X , WANG S L , DING H Y ,et al. Signal detection for bistatic backscatter with dual antennas[C]// Proceedings of 2020 IEEE 20th International Conference on Communication Technology (ICCT). Piscataway:IEEE Press, 2020: 1195-1199. |
[40] | KAPLAN A , VIEIRA J , LARSSON E G . Dynamic range improvement in bistatic backscatter communication using distributed MIMO[C]// Proceedings of GLOBECOM 2022 - 2022 IEEE Global Communications Conference. Piscataway:IEEE Press, 2022: 2486-2492. |
[41] | KIMIONIS J , BLETSAS A , SAHALOS J N . Bistatic backscatter radio for power-limited sensor networks[C]// Proceedings of 2013 IEEE Global Communications Conference (GLOBECOM). Piscataway:IEEE Press, 2013: 353-358. |
[42] | LIU Y F , SHENG X T , FANG K P ,et al. Energy efficiency maximization in bistatic backscatter communications with QoS constraint[C]// Proceedings of 2019 IEEE 19th International Conference on Communication Technology (ICCT). Piscataway:IEEE Press, 2019: 920-925. |
[43] | YE Y H , SHI L Q , HU R Q Y ,et al. Energy-efficient resource allocation for wirelessly powered backscatter communications[J]. IEEE Communications Letters, 2019,23(8): 1418-1422. |
[44] | YANG H H , YE Y H , CHU X L . Max-Min energy-efficient resource allocation for wireless powered backscatter networks[J]. IEEE Wireless Communications Letters, 2020,9(5): 688-692. |
[45] | JIA X L , ZHOU X Y . Power beacon placement for maximizing guaranteed coverage in bistatic backscatter networks[J]. IEEE Transactions on Communications, 2021,69(11): 7895-7909. |
[46] | XU R , YE Y H , SUN H J ,et al. Wireless powered opportunistic cooperative backscatter communications:to relay or not?[C]// Proceedings of 2022 IEEE 95th Vehicular Technology Conference:(VTC2022-Spring). Piscataway:IEEE Press, 2022: 1-5. |
[47] | YE Y H , SHI L Q , CHU X L ,et al. Throughput fairness guarantee in wireless powered backscatter communications with HTT[J]. IEEE Wireless Communications Letters, 2020,10(3): 449-453. |
[48] | YE Y H , SHI L Q , CHU X L ,et al. Total transmission time minimization in wireless powered hybrid passive-active communications[C]// Proceedings of 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring). Piscataway:IEEE Press, 2021: 1-5. |
[49] | VAN HUYNH N , HOANG D T , NIYATO D ,et al. Optimal time scheduling for wireless-powered backscatter communication networks[J]. IEEE Wireless Communications Letters, 2018,7(5): 820-823. |
[50] | SHI L Q , HU R Q Y , GUNTHER J ,et al. Energy efficiency for RF-powered backscatter networks using HTT protocol[J]. IEEE Transactions on Vehicular Technology, 2020,69(11): 13932-13936. |
[51] | LIU Y F , ZHANG Z H , SHI L Q ,et al. Backscatter assisted wireless powered non-orthogonal multiple access systems[C]// Proceedings of 2020 IEEE 20th International Conference on Communication Technology (ICCT). Piscataway:IEEE Press, 2020: 339-343. |
[52] | YANG G , XU X Y , LIANG Y C . Resource allocation in NOMA-enhanced backscatter communication networks for wireless powered IoT[J]. IEEE Wireless Communications Letters, 2019,9(1): 117-120. |
[53] | IHSAN A , CHEN W , KHAN W U ,et al. Energy-efficient backscatter aided uplink NOMA roadside sensor communications under channel estimation errors[J]. IEEE Transactions on Intelligent Transportation Systems, 2023,24(5): 4962-4974. |
[54] | XU Y , XU R , LI D ,et al. Robust resource allocation for wireless-powered backscatter communication systems with NOMA[J]. IEEE Transactions on Vehicular Technology, 2023,72(9): 12288-12299. |
[55] | ASIF M , IHSAN A , KHAN W U ,et al. Energy-efficient backscatter-assisted coded cooperative NOMA for B5G wireless communications[J]. IEEE Transactions on Green Communications and Networking, 2023,7(1): 70-83. |
[56] | JIA X L , ZHAO J , ZHOU X Y ,et al. Intelligent reflecting surface-aided backscatter communications[C]// Proceedings of GLOBECOM 2020 - 2020 IEEE Global Communications Conference. Piscataway:IEEE Press, 2020: 1-6. |
[57] | JIA X L , ZHOU X Y , NIYATO D ,et al. Intelligent reflecting surface-assisted bistatic backscatter networks:Joint beamforming and reflection design[J]. IEEE Transactions on Green Communications and Networking, 2021,6(2): 799-814. |
[58] | MAO S , YANG K , HU J ,et al. Intelligent reflecting surface-aided wireless powered hybrid backscatter-active communication networks[J]. IEEE Transactions on Vehicular Technology, 2023,72(1): 1383-1388. |
[59] | SHI L Q , YE Y H , ZHENG G ,et al. Computational EE fairness in backscatter-assisted wireless powered MEC networks[J]. IEEE Wireless Communications Letters, 2021,10(5): 1088-1092. |
[60] | YE Y H , SHI L Q , CHU X L ,et al. Delay minimization in wireless powered mobile edge computing with hybrid and AT[J]. IEEE Wireless Communications Letters, 2021,10(7): 1532-1536. |
[61] | SHI L Q , YE Y H , CHU X L ,et al. Energy-efficient resource allocation for backscatter-assisted wireless powered MEC[J]. IEEE Transactions on Vehicular Technology, 2023,72(7): 9591-9596. |
[62] | YE Y H , SHI L Q , CHU X L ,et al. Resource allocation in backscatter-assisted wireless powered MEC networks with limited MEC computation capacity[J]. IEEE Transactions on Wireless Communications, 2022,21(12): 10678-10694. |
[63] | ZARGAII S , TELLAMBURA C , HERATH S . Energy-efficient hybrid offloading for backscatter-assisted wirelessly powered MEC with reconfigurable intelligent surfaces[J]. IEEE Transactions on Mobile Computing, 2023,22(9): 5262-5279. |
[64] | YANG S Z , DENG Y S , TANG X X ,et al. Energy efficiency optimization for UAV-assisted backscatter communications[J]. IEEE Communications Letters, 2019,23(11): 2041-2045. |
[65] | YANG G , DAI R , LIANG Y C . Energy-efficient UAV backscatter communication with joint trajectory design and resource optimization[J]. IEEE Transactions on Wireless Communications, 2020,20(2): 926-941. |
[66] | YANG H H , YE Y H , CHU X L ,et al. Energy efficiency maximization for UAV-enabled hybrid backscatter-harvest-thentransmit communications[J]. IEEE Transactions on Wireless Communications, 2021,21(5): 2876-2891. |
[67] | NAZAR A W , HASSAN S A , JUNG H ,et al. BER analysis of a backscatter communication system with non-orthogonal multiple access[J]. IEEE Transactions on Green Communications and Networking, 2021,5(2): 574-586. |
[68] | USMAN M , BASHARAT S , PERVAIZ H ,et al. On the BER performance of RIS-enhanced NOMA-assisted backscatter communication under nakagami-m fading[C]// Proceedings of 2022 IEEE 42nd International Conference on Distributed Computing Systems Workshops (ICDCSW). Piscataway:IEEE Press, 2022: 163-168. |
[69] | LIU Y T , YE Y H , HU R Q Y . Secrecy outage probability in backscatter communication systems with tag selection[J]. IEEE Wireless Communications Letters, 2021,10(10): 2190-2194. |
[70] | LIU Z P , YE Y H , CHU X L ,et al. Secrecy performance of backscatter communications with multiple self-powered tags[J]. IEEE Communications Letters, 2022,26(12): 2875-2879. |
[71] | LIU V , PARKS A , TALLA V ,et al. Ambient backscatter:wireless communication out of thin air[J]. ACM SIGCOMM Computer Communication Review, 2013,43(4): 39-50. |
[72] | TALLA V , HESSAR M , KELLOGG B ,et al. LoRa backscatter:enabling the vision of ubiquitous connectivity[J]. Proceedings of the ACM on Interactive,Mobile,Wearable and Ubiquitous Technologies, 2017,1(3): 1-24. |
[73] | KELLOGG B , PARKS A , GOLLAKOTA S ,et al. Wi-Fi backscatter:internet connectivity for RF-powered devices[C]// Proceedings of the 2014 ACM Conference on SIGCOMM. New York:ACM Press, 2014: 607-618. |
[74] | DARSENA D , GELLI G , VERDE F . Performance analysis of ambient backscattering for green Internet of things[C]// Proceedings of 2016 IEEE 27th Annual International Symposium on Personal,Indoor,and Mobile Radio Communications (PIMRC). Piscataway:IEEE Press, 2016: 1-6. |
[75] | DARSENA D , GELLI G , VERDE F . Modeling and performance analysis of wireless networks with ambient backscatter devices[J]. IEEE Transactions on Communications, 2017,65(4): 1797-1814. |
[76] | ZHOU X Y , WANG G P , WANG Y W ,et al. An approximate BER analysis for ambient backscatter communication systems with tag selection[J]. IEEE Access, 2017(5): 22552-22558. |
[77] | ZHANG Y , QIAN J , GAO F F ,et al. Outage probability for ambient backscatter system with real source[C]// Proceedings of 2017 IEEE 18th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). Piscataway:IEEE Press, 2017: 1-5. |
[78] | ZHAO W J , WANG G P , ATAPATTU S ,et al. Outage analysis of ambient backscatter communication systems[J]. IEEE Communications Letters, 2018,22(8): 1736-1739. |
[79] | ZHAO W J , WANG G P , FAN R F ,et al. Ambient backscatter communication systems:capacity and outage performance analysis[J]. IEEE Access, 2018(6): 22695-22704. |
[80] | SHI L Q , Hu R Q Y , YE Y H ,et al. Modeling and performance analysis for ambient backscattering underlaying cellular networks[J]. IEEE Transactions on Vehicular Technology, 2020,69(6): 6563-6577. |
[81] | RAO L , TAO Q , ZHONG C J . Outage performance of ambient backscatter communication system with distributed antennas[C]// Proceedings of 2021 13th International Conference on Wireless Communications and Signal Processing (WCSP). Piscataway:IEEE Press, 2021: 1-5. |
[82] | SUI L , LIN Z , XIAO P ,et al. Performance analysis of multiple-antenna ambient backscatter systems at finite blocklengths[J]. IEEE Internet of Things Journal, 2023,10(18): 16061-16075. |
[83] | LI X , JIANG J , WANG H ,et al. Physical layer security for wireless-powered ambient backscatter cooperative communication networks[J]. IEEE Transactions on Cognitive Communications and Networking, 2023,9(4): 927-939. |
[84] | QIAN J , GAO F F , WANG G P ,et al. Symbol detection and performance analysis of the ambient backscatter system[C]// Proceedings of 2016 IEEE/CIC International Conference on Communications in China (ICCC). Piscataway:IEEE Press, 2016: 1-6. |
[85] | WANG G P , GAO F F , FAN R F ,et al. Ambient backscatter communication systems:detection and performance analysis[J]. IEEE Transactions on Communications, 2016,64(11): 4836-4846. |
[86] | QIAN J , GAO F F , WANG G P ,et al. Noncoherent detections for ambient backscatter system[J]. IEEE Transactions on Wireless Communications, 2017,16(3): 1412-1422. |
[87] | QIAN J , GAO F F , WANG G P ,et al. Semi-coherent detection and performance analysis for ambient backscatter system[J]. IEEE Transactions on Communications, 2017,65(12): 5266-5279. |
[88] | ZHANG Q Q , GUO H Y , LIANG Y C ,et al. Constellation learning based signal detection for ambient backscatter communication systems[J]. IEEE Journal on Selected Areas in Communications, 2019,37(2): 452-463. |
[89] | TAO Q , ZHONG C J , LIN H ,et al. Symbol detection of ambient backscatter systems with Manchester coding[J]. IEEE Transactions on Wireless Communications, 2018,17(6): 4028-4038. |
[90] | HU Y K , WANG P , LIN Z H ,et al. Performance analysis of ambient backscatter systems with LDPC-coded source signals[J]. IEEE Transactions on Vehicular Technology, 2021,70(8): 7870-7884. |
[91] | ZENG T C , WANG G P , WANG Y W ,et al. Statistical covariance based signal detection for ambient backscatter communication systems[C]// Proceedings of 2016 IEEE 84th Vehicular Technology Conference (VTC-Fall). Piscataway:IEEE Press, 2016: 1-5. |
[92] | QIAN J , PARKS A N , SMITH J R ,et al. IoT communications with M-PSK modulated ambient backscatter:algorithm,analysis,and implementation[J]. IEEE Internet of Things Journal, 2018,6(1): 844-855. |
[93] | PARKS A N , LIU A L , GOLLAKOTA S ,et al. Turbocharging ambient backscatter communication[C]// Proceedings of the 2014 ACM Conference on SIGCOMM (SIGCOMM’14),Association for Computing Machinery. New York:ACM Press, 2014: 619-630. |
[94] | BHARADIA D , JOSHI K R , KOTARU M ,et al. BackFi:high throughput Wi-Fi backscatter[J]. ACM SIGCOMM Computer Communication Review, 2015,45(4): 283-296. |
[95] | ZHANG P Y , ROSTAMI M , HU P ,et al. Enabling practical backscatter communication for on-body sensors[C]// Proceedings of the 2016 ACM SIGCOMM Conference. New York:ACM Press, 2016: 370-383. |
[96] | YANG G , LIANG Y C , ZHANG R ,et al. Modulation in the air:backscatter communication over ambient OFDM carrier[J]. IEEE Transactions on Communications, 2017,66(3): 1219-1233. |
[97] | YE Y H , ZHAO J J , CHU X L ,et al. Symbol detection of ambient backscatter communications under IQ imbalance[J]. IEEE Transactions on Vehicular Technology, 2023,72(5): 6862-6867. |
[98] | YANG G , LUO Z , JIN N ,et al. Non-coherent parallel detection of ambient backscatter communications with multiple tags[J]. IEEE Transactions on Vehicular Technology, 2023,72(4): 5344-5349. |
[99] | MA S , WANG G P , FAN R F ,et al. Blind channel estimation for ambient backscatter communication systems[J]. IEEE Communications Letters, 2018,22(6): 1296-1299. |
[100] | ZHAO W J , WANG G P , ATAPATTU S ,et al. Blind channel estimation in ambient backscatter communication systems with multiple-antenna reader[C]// Proceedings of 2018 IEEE/CIC International Conference on Communications in China (ICCC). Piscataway:IEEE Press, 2019: 320-324. |
[101] | ZHAO W J , WANG G P , ATAPATTU S ,et al. Channel estimation for ambient backscatter communication systems with massive-antenna reader[J]. IEEE Transactions on Vehicular Technology, 2019,68(8): 8254-8258. |
[102] | MA S , ZHU Y , WANG G P ,et al. Machine learning aided channel estimation for ambient backscatter communication systems[C]// Proceedings of 2018 IEEE International Conference on Communication Systems (ICCS). Piscataway:IEEE Press, 2018: 67-71. |
[103] | ZHU Y , WANG G P , TANG H L ,et al. Channel estimation for ambient backscatter systems over frequency-selective channels[C]// Proceedings of 2018 IEEE/CIC International Conference on Communications in China (ICCC). Piscataway:IEEE Press, 2018: 384-388. |
[104] | LIU X M , LIU C , LI Y ,et al. Deep residual learning-assisted channel estimation in ambient backscatter communications[J]. IEEE Wireless Communications Letters, 2020,10(2): 339-343. |
[105] | ABDALLAH S , SALAMEH A I , SAAD M . Joint channel carrier frequency offset and I/Q imbalance estimation in ambient backscatter communication systems[J]. IEEE Communications Letters, 2021,25(7): 2250-2254. |
[106] | ABDALLAH S , VERBOVEN Z , SAAD M ,et al. Channel estimation for full-duplex multi-antenna ambient backscatter communication systems[J]. IEEE Transactions on Communications, 2023,71(5): 3059-3072. |
[107] | ELSAYED M , SAMIR A , EL-BANNA A A A , ,et al. When NOMA multiplexing meets symbiotic ambient backscatter communication:outage analysis[J]. IEEE Transactions on Vehicular Technology, 2022,71(1): 1026-1031. |
[108] | YE Y H , SHI L Q , CHU X L ,et al. On the outage performance of ambient backscatter communications[J]. IEEE Internet of Things Journal, 2020,7(8): 7265-7278. |
[109] | KARASIK R , SIMEONE O , DI RENZO M ,et al. Beyond max-SNR:joint encoding for reconfigurable intelligent surfaces[C]// Proceedings of 2020 IEEE International Symposium on Information Theory (ISIT). Piscataway:IEEE Press, 2020: 2965-2970. |
[110] | KARASIK R , SIMEONE O , RENZO M D ,et al. Adaptive coding and channel shaping through reconfigurable intelligent surfaces:an information-theoretic analysis[J]. IEEE Transactions on Communications, 2021,69(11): 7320-7334. |
[111] | 高晓娜, 卢光跃, 叶迎晖 ,等. 认知反向散射网络通信容量公平的资源优化[J]. 北京邮电大学学报, 2021,44(6): 26-32. |
GAO X N , LU G Y , YE Y H ,et al. Throughput fairness guarantee in cognitive backscattering networks[J]. Journal of Beijing University of Posts and Telecommunications, 2021,44(6): 26-32. | |
[112] | GAO X N , SHI L Q , LU G Y . Throughput fairness in cognitive backscatter networks with residual hardware impairments and a nonlinear EH model[J]. EURASIP Journal on Wireless Communications and Networking, 2022(1): 1-16. |
[113] | KANG X , LIANG Y C , YANG J . Riding on the primary:a new spectrum sharing paradigm for wireless-powered IoT devices[J]. IEEE Transactions on Wireless Communications, 2018,17(9): 6335-6347. |
[114] | LONG R Z , YANG G , PEI Y Y ,et al. Transmit beamforming for cooperative ambient backscatter communication systems[C]// Proceedings of GLOBECOM 2017 - 2017 IEEE Global Communications Conference. Piscataway:IEEE Press, 2017: 1-6. |
[115] | GUO H Y , ZHANG Q Q , XIAO S ,et al. Exploiting multiple antennas for cognitive ambient backscatter communication[J]. IEEE Internet of Things Journal, 2018,6(1): 765-775. |
[116] | YANG G , ZHANG Q Q , LIANG Y C . Cooperative ambient backscatter communications for green Internet-of-things[J]. IEEE Internet of Things Journal, 2018,5(2): 1116-1130. |
[117] | ZHOU S Q , XU W , WANG K Z ,et al. Ergodic rate analysis of cooperative ambient backscatter communication[J]. IEEE Wireless Communications Letters, 2019,8(6): 1679-1682. |
[118] | ZHANG Q Q , LIANG Y C , YANG H C ,et al. Mutualistic mechanism in symbiotic radios:when can the primary and secondary transmissions be mutually beneficial?[J]. IEEE Transactions on Wireless Communications, 2022,21(10): 8036-8050. |
[119] | 叶迎晖, 田雨佳, 卢光跃 ,等. 基于能量收集的互惠共生无线电中断性能分析[J]. 电子与信息学报, 2022,45(7): 2350-2357. |
YE Y H , TIAN Y J , LU G Y ,et al. Outage performance of commensal symbiotic radio based on energy harvesting[J]. Journal of Electronics & Information Technology, 2022,45(7): 2350-2357. | |
[120] | YE Y H , SHI L Q , CHU X , L et al . Mutualistic cooperative ambient backscatter communications under hardware impairments[J]. IEEE Transactions on Communications, 2022,70(11): 7656-7668. |
[121] | XU J , DAI Z , ZENG Y . MIMO symbiotic radio with massive backscatter devices:asymptotic analysis and precoding optimization[J]. IEEE Transactions on Communications, 2023,71(9): 5487-5502. |
[122] | XU J R , DAI Z Y , ZENG Y . Enabling full mutualism for symbiotic radio with massive backscatter devices[C]// Proceedings of 2021 IEEE Global Communications Conference (GLOBECOM). Piscataway:IEEE Press, 2021: 1-6. |
[123] | CHU Z , HAO W M , XIAO P ,et al. Resource allocations for symbiotic radio with finite blocklength backscatter link[J]. IEEE Internet of Things journal, 2020,7(9): 8192-8207. |
[124] | YANG H H , YE Y H , LIANG K ,et al. Energy efficiency maximization for symbiotic radio networks with multiple backscatter devices[J]. IEEE Open Journal of the Communications Society, 2021(2): 1431-1444. |
[125] | JIN N , YANG G , LIANG Y C ,et al. Joint beamforming and backscatter communication design for symbiotic radio networks[J]. IEEE Internet of Things Journal, 2023,doi:10.1109/JIOT.2023.3246101. |
[126] | KIM S H , KIM D I . Hybrid backscatter communication for wireless-powered heterogeneous networks[J]. IEEE Transactions on Wireless Communications, 2017,16(10): 6557-6570. |
[127] | LYU B , GUO H Y , YANG Z ,et al. Throughput maximization for hybrid backscatter assisted cognitive wireless powered radio networks[J]. IEEE Internet of Things Journal, 2018,5(3): 2015-2024. |
[128] | HOANG D T , NIYATO D , WANG P ,et al. Optimal time sharing in RF-powered backscatter cognitive radio networks[C]// Proceedings of 2017 IEEE International Conference on Communications (ICC). Piscataway:IEEE Press, 2017: 1-6. |
[1] | Hongyuan MA, Wei ZHOU, Yan FU, Yongping SHAO, Dan LI. Discussion on the evolution of architecture of the core network of cellular Internet of things [J]. Telecommunications Science, 2023, 39(1): 153-161. |
[2] | Shu DU, Mei MA, Bo ZHAO, Qi ZENG, Xing LIU. Low-hit frequency-hopping communication systems for power Internet of things random access [J]. Telecommunications Science, 2023, 39(1): 117-125. |
[3] | Zhen YANG, Jianjun ZHAO, Yongjun HUANG, Jie LI, Nan CHEN. Study on the direction of artificial intelligence technology based on network evolution [J]. Telecommunications Science, 2022, 38(12): 27-34. |
[4] | Cheng DING, Jinrong CHEN, Xiaodong CAO, Yi WANG. Quality of service based hierarchical resource allocation algorithm [J]. Telecommunications Science, 2022, 38(1): 102-111. |
[5] | Zhenhua FU, Jie LI, Fei JI, Hua YU. Architecture of a heterogeneous marine internet of things for intelligent offshore engineering [J]. Telecommunications Science, 2021, 37(7): 34-39. |
[6] | Fengzhong QU, Hangliang LAI, Jianzhang LIU, Xingbin TU, Yuan JIANG. Research and application on key techniques of marine IoT [J]. Telecommunications Science, 2021, 37(7): 25-33. |
[7] | Jie TAO, Haijiang GE, Minyuan WU, Qike SHAO, Kaikai CHI. Communication between nodes in backscatter-assisted wireless powered communication network [J]. Telecommunications Science, 2021, 37(6): 115-124. |
[8] | Longgang ZHAO, Hansheng LIU, Feng WANG, Shuang DI. IoT business guarantee method based on behavioral portrait [J]. Telecommunications Science, 2021, 37(5): 52-63. |
[9] | Jinfeng XIE, Hanqi YAN, Bingguang DENG, Yan ZHANG. Development research of terminal evaluation system of internet of things [J]. Telecommunications Science, 2021, 37(2): 63-70. |
[10] | Yiying ZHANG, Baoxian ZHOU, Haoyuan PANG, Jinping CAO, Tongjia ZHANG. Electric internet of things security framework and technologies for energy interconnection [J]. Telecommunications Science, 2021, 37(2): 115-124. |
[11] | Junfeng MA, Zhiruo LIU, Guanwen LI, Fei YANG, Juanna DANG. A lightweight and trusted communication protocol for IoT [J]. Telecommunications Science, 2021, 37(11): 33-40. |
[12] | Wei LIU,Yanli ZHAGN,Jie LIU,Lijuan XING. Application of wireless LoRa in multi-service state grid e-ubiquitous power internet of things [J]. Telecommunications Science, 2020, 36(9): 94-101. |
[13] | Kaifeng HAN,Tiezhi LIU. Backscatter communication assisted vehicular positioning technology with ultra-high accuracy [J]. Telecommunications Science, 2020, 36(7): 107-117. |
[14] | Shaoliang PENG,Liang BAI,Li WANG,Minxia CHENG,Shulin WANG. Trusted edge computing for smart healthcare [J]. Telecommunications Science, 2020, 36(6): 56-63. |
[15] | ·iping ZUO,Shi JIN,Shengli ZHANG. Research status and development trend of blockchain in cellular mobile communication system [J]. Telecommunications Science, 2019, 35(9): 114-123. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
|