[0,1] Modulated Backscatter with Lower-Power Integration of Sensing and Communication for I-IoE in 6G

Tao Jiang , Miaoran Peng , Yu Zhang , Xin Zhu , Shuqi Tang

Engineering ›› : 202601008

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Engineering ›› :202601008 DOI: 10.1016/j.eng.2026.01.008
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[0,1] Modulated Backscatter with Lower-Power Integration of Sensing and Communication for I-IoE in 6G
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Abstract

Artificial intelligence for the intelligent Internet of Everything (I-IoE) establishes a four-dimensional interconnection among people, data, processes, and things, providing possibilities for the next generation of industrial revolution. Against the ultra-high power consumption brought by massive connectivity, passive backscatter communication has emerged as a promising paradigm for the I-IoE. However, even with a well-designed communication module, integrating sensing components significantly multiplies the overall system complexity and cost in the context of the {0,1} modulation paradigm. In this paper, we introduce a [0,1] modulated backscatter architecture that achieves the seamless integration of passive sensing and communication. Unlike the conventional backscatter of reading, encoding, and reflecting, the proposed [0,1] modulated backscatter directly converts environmental physical quantities into continuous frequency-modulated square waves. Building on this concept, we propose an intelligent detection method based on graph dimensionality reduction. This method achieves low computational complexity at the receiver by leveraging a pre-measured dataset. We then present a hardware communication system that performs data collection, transmission, and demodulation, providing experimental validation for the proposed architecture. Furthermore, simulation results verify the feasibility of a continuous frequency division multiple-access method for large-scale tags. The experimental results demonstrate the superior performance of the proposed scheme. This work provides a potential breakthrough for achieving ultra-low-power integrated sensing and communication in sixth-generation wireless communication networks.

Keywords

Wireless communication / Backscatter communication / Sensing / Artificial intelligence / Hardware implementation

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Tao Jiang, Miaoran Peng, Yu Zhang, Xin Zhu, Shuqi Tang. [0,1] Modulated Backscatter with Lower-Power Integration of Sensing and Communication for I-IoE in 6G. Engineering 202601008 DOI:10.1016/j.eng.2026.01.008

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References

[1]

Jagatheesaperumal SK, Pham QV, Ruby R, Yang Z, Xu C, Zhang Z. Explainable AI over the Internet of Things (IoT): overview, state-of-the-art and future directions. IEEE Open J Commun Soc 2022; 3:2106-36.

[2]

Chen Y, Liu W, Niu Z, Feng Z, Hu Q, Jiang T. Pervasive intelligent endogenous 6G wireless systems: prospects, theories and key technologies. Digit Commun Netw 2020; 6(3):312-20.

[3]

Zhang X, Zhu JW, Cui TJ. An ultracompact spoof surface plasmon sensing system for adaptive and accurate detection of gas using a smartphone. Engineering 2024; 35:86-94.

[4]

Shah SHA, Koundal D, Sai V, Rani S. Guest editorial: special section on 5G edge computing-enabled Internet of medical things. IEEE Trans Industr Inform 2022; 18(12):8860-3.

[5]

Yang T, Yi X, Lu S, Johansson KH, Chai T. Intelligent manufacturing for the process industry driven by industrial artificial intelligence. Engineering 2021; 7(9):1224-30.

[6]

International Data Corporation. Worldwide Internet of Things spending guide. Report. Singapore: International Data Corporation; 2025.

[7]

Sinha S. State of IoT summer 2024. Report. Hamburg: IoT Analytics GmbH; 2024.

[8]

Duhovnikov S, Baltaci A, Gera D, Schupke DA. 2019 Apr 15-18; Limerick, Ireland. Power consumption analysis of NB-IoT technology for low-power aircraft applications. Proceedings of the IEEE 5th World Forum on Internet of Things; New York City:IEEE; 2019. p. 719-23.

[9]

Liu V, Parks A, Talla V, Gollakota S, Wetherall D, Smith JR, et al. Ambient backscatter:wireless communication out of thin air. In:Proceedings of the Association for Computing Machinery’s Special Interest Group on Data Communication; 2013 Aug 12-16; Hong Kong, China. New York City:Association for Computing Machinery (ACM); 2013. p. 39-50.

[10]

Wan X, Xiao C, Huang H, Xiao Q, Xu W, Li Y, et al. Joint modulations of electromagnetic waves and digital signals on a single metasurface platform to reach programmable wireless communications. Engineering 2022; 8:86-95.

[11]

Liu C, Zhang R, Li Y, Xu F, Ta D, Wang W. An ultrasonic backscatter instrument for cancellous bone evaluation in neonates. Engineering 2015; 1(3):336-43.

[12]

Jiang T, Zhang Y, Ma W, Peng M, Peng Y, Feng M, et al. Backscatter communication meets practical battery-free Internet of Things: a survey and outlook. IEEE Commun Surv Tutor 2023; 25(3):2021-51.

[13]

Dardari D, Guidi F, Roblin C, Sibille A. Ultra-wide bandwidth backscatter modulation: processing schemes and performance. EURASIP J Wirel Commun Netw 2011; 2011(1):47.

[14]

Peng M, Zhang Y, Xiao L, Zhou J, Liu Y, Jiang T. Design and implementation of sector-based beam alignment for backscatter communications. IEEE Trans Microw Theory Tech 2025; 73(9):6892-904.

[15]

He X, Cai J, Liu M, Ni X, Liu W, Guo H, et al. Multifunctional, wearable, and wireless sensing system via thermoelectric fabrics. Engineering 2024; 35:158-67.

[16]

Zhang P, Josephson C, Bharadia D, Katti S. FreeRider:backscatter communication using commodity radios. In:Proceedings of the 13th International Conference on Emerging Networking Experiments and Technologies; 2017 Dec 12-15; Seoul, Republic of Korea. New York City:Association for Computing Machinery; 2017. p. 389-401.

[17]

Talla V, Hessar M, Kellogg B, Najafi A, Smith JR, Gollakota S. LoRa backscatter: enabling the vision of ubiquitous connectivity. Proc ACM Interact Mob Wearable Ubiquitous Technol 2017; 1(3):1-24.

[18]

Jiang J, Xu Z, Dang F, Wang J. 2021 Oct 25-29; Long-range ambient LoRa backscatter with parallel decoding. Proceedings of the 27th Annual International Conference on Mobile Computing and Networking; New Orleans, LA, USA. New York City:Association for Computing Machinery; 2021. p. 684-96.

[19]

Song G, Wang W, Yang H, Zhang D, Gao P, Jiang T. Exploiting channel polarization for reliable wide-area backscatter networks. IEEE Trans Mobile Comput 2022; 21(12):4338-51.

[20]

Peng Y, He S, Zhang Y, Xiao L, Jiang T. Towards software-defined backscatter modulation via signal emulation. IEEE Trans Wirel Commun 2024; 23(10):14836-47.

[21]

Mazaheri MH, Chen A, Abari O. mmTag:a millimeter wave backscatter network. In:Proceedings of the Association for Computing Machinery’s Special Interest Group on Data Communication; 2021 Aug 23-27; online. New York City:Association for Computing Machinery; 2021. p. 463-74.

[22]

Jiang T. Constructing air-interface links for mobile communications: from {0, 1} to [0,1]. Engineering 2025; 46:16-22.

[23]

Guo X, Shangguan L, He Y, Zhang J, Jiang H, Siddiqi AA, et al. Efficient ambient LoRa backscatter with on-off keying modulation. IEEE/ACM Trans Netw 2022; 30(2):641-54.

[24]

Thomas SJ, Wheeler E, Teizer J, Reynolds MS. Quadrature amplitude modulated backscatter in passive and semipassive UHF RFID systems. IEEE Trans Microw Theory Tech 2012; 60(4):1175-82.

[25]

Analog Devices, Inc. ADI. DS60 analog temperature sensor [Internet]. Wilmington: Analog Devices, Inc.; [cited 2025 September 14]. Available from:

[26]

Melexis. MLX90640-D55 thermal camera [Internet]. Shenzhen: Waveshare Wiki; [cited 2025 September 14]. Available from:

[27]

Microchip.MCP4725 12-bit single output DAC w/EEPROM andI2C™

[28]

[ Internet. Shanghai: Microchip Technology Inc.; [cited 2025 September 14]. Available from:

[29]

Microchip.AGLN060V2 ultra low density FPGAs [Internet]. Shanghai: Microchip Technology Inc.; [cited 2025 September 14]. Available from:

[30]

Analog Devices, Inc. ADI. LTC5536 600 MHz to 7 GHz precision RF detector with fast comparator output [Internet]. Wilmington: Analog Devices, Inc.; [cited 2025 September 14]. Available from:

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