Leveraging Chaos for Wave-Based Analog Computation: Demonstration with Indoor Wireless Communication Signals
arXiv:1804.03860 · doi:10.1103/PhysRevX.8.041037
Abstract
In sight of fundamental thermal limits on further substantial performance improvements of modern digital computational processing units, wave-based analog computation is becoming an enticing alternative. A wave, as it propagates through a carefully tailored medium, performs the desired computational operation. Yet, the necessary designs are so intricate that experimental demonstrations will necessitate further technological advances. Here, we show that, counterintuitively, the carefully tailored medium can be replaced with a random medium, subject to an appropriate shaping of the incident wave front. Using tunable metasurface reflect-arrays, we demonstrate our concept experimentally in a chaotic microwave cavity. We conclude that off-the-shelf wireless communication infrastructure in combination with a simple reflect-array suffices to perform analog computation with Wi-Fi waves reverberating in a room.
arXiv comment13 pages including 5 figures + 7 pages Supplemental Material
References in corpus (24)
- Deep Learning with Coherent Nanophotonic Circuits
- Measuring the Transmission Matrix in Optics : An Approach to the Study and Control of Light Propagation in Disordered Media
- Universal Linear Optics
- Exploiting disorder for perfect focusing
- Convolutional Networks for Fast, Energy-Efficient Neuromorphic Computing
- Light fields in complex media: mesoscopic scattering meets wave control
- Focusing and Compression of Ultrashort Pulses through Scattering Media
- Phase control algorithms for focusing light through turbid media
- Self-Configuring Universal Linear Optical Component
- Scattering Lens Resolves sub-100 nm Structures with Visible Light
- Control of light transmission through opaque scattering media in space and time
- Reference-less measurement of the transmission matrix of a highly scattering material using a DMD and phase retrieval techniques
- Two-photon quantum walk in a multimode fiber
- Transport through modes in random media
- An Analysis of Beamed Wireless Power Transfer in the Fresnel Zone Using a Dynamic, Metasurface Aperture
- Universal Statistics of the Scattering Coefficient of Chaotic Microwave Cavities
- Classical wave experiments on chaotic scattering
- Spatio-temporal wavefront shaping in a microwave cavity
- Complete S-matrix in a microwave cavity at room temperature
- Custom-tailored spatial mode sorting by controlled random scattering
- Programmable multiport optical circuits in opaque scattering materials
- Super- and Anti-Principal Modes in Multi-Mode Waveguides
- Intensity-only measurement of partially uncontrollable transmission matrix: demonstration with wave-field shaping in a microwave cavity
- Shaping Microwave Fields using Non-Linear Unsolicited Feedback: Application to Enhanced Energy Harvesting
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- Towards Smart Wireless Communications via Intelligent Reflecting Surfaces: A Contemporary Survey
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- Theory of neuromorphic computing by waves: machine learning by rogue waves, dispersive shocks, and solitons
- Reconfigurable Intelligent Surfaces in Challenging Environments: Underwater, Underground, Industrial and Disaster
- Intelligent Meta-Imagers: From Compressed to Learned Sensing
- Wavefront shaping in multimode fibers by transmission matrix engineering
- Noise-enhanced spatial-photonic Ising machine
- Coherent wave control in complex media with arbitrary wavefronts
- Optimized Analog Information Multiplexing Across Custom-Tailored MetaCavity Configurations
- Wave Chaos in a Cavity of Regular Geometry with Tunable Boundaries
- Spectral Shaping in a Multimode Fiber by All-fiber Modulation
- Laminar Chaos in experiments and nonlinear delayed Langevin equations: A time series analysis toolbox for the detection of Laminar Chaos
- Time Domain Generalization of the Random Coupling Model and Experimental Verification in a Complex Scattering System