Answers are grounded in this paper and cite their sources.
Future embodied artificial intelligence (EAI) and Internet of Things (IoT) systems envision trillions of wireless sensing nodes embedded in the environment. Passive backscattering enables low-cost, energy-efficient communication, but adequate range in dense deployments requires high-spatial-resolution beamforming. We push large-area electronics (LAE) into the gigahertz regime to build multiple-input multiple-output (MIMO) backscattering systems with directive beamforming, exploiting LAE’s scalable, monolithic integration over flexible, meter-scale substrates. While conventional LAE is restricted below 100 MHz, we reach 2.4 GHz using our proposed thin-film transistor (TFT) resonant switch, incorporated into a novel switch matrix architecture. We experimentally demonstrate two 2.4 GHz backscattering systems using self-aligned zinc-oxide (ZnO) TFTs: (1) a 4-input 4-output MIMO reflector with independent input and output beamsteering; (2) a backscatter transmitter combining input beamforming with quadrature phase-shift keying (QPSK) modulation. These results establish LAE as a viable platform for high-performance, cost-effective wireless surfaces, enabling massive deployment of intelligent IoT nodes.
No takes yet. Share an insight, caveat, or question.
Ma et al. (2026) studied this question.
Synapse has enriched 8 closely related papers on similar clinical questions. Consider them for comparative context: