Real-time photonic processor for dynamic RF interference with picosecond latency
IMAGE:
A, SCHEMATIC OF THE PHOTONIC PROCESSOR. PIC, PHOTONIC INTEGRATED CIRCUIT. MRR, MICRORING RESONATOR. MOD, MODULATOR. BPD, BALANCED PHOTODETECTOR. TIA, TRANSIMPEDANCE AMPLIFIER. FPGA, FIELD-PROGRAMMABLE GATE ARRAY. SIGNAL PATHWAY STARTS AT MRR MOD AND ENDS AT BPD, COMPOSING AN ON-CHIP WAVEGUIDE WITH A LENGTH OF 1.6 MM, WHICH HAS AN INDEX OF REFRACTION NEAR 2.44. THE LATENCY IS, ACCORDINGLY, THE LIGHT PROPAGATION TIME, WHICH IS ABOUT 15 PS. B, PACKAGED PALM-SIZED PHOTONIC PROCESSOR. THE SETUP COMPRISES TWO PRINTED CIRCUITED BOARDS PILED TOGETHER AND CONNECTED BY A RIBBON CABLE. THE TOP BOARD MOUNTS THE PIC IS IMPEDANCE ENGINEERED FOR HANDLING HIGH-FREQUENCY SIGNALS. THE BOTTOM BOARD IS POPULATED WITH MULTICHANNEL DIGITAL-TO-ANALOGUE CONVERTERS (DACS), PROVIDING TUNING CURRENTS AND BIASING VOLTAGES FOR COMPONENTS ON THE PIC. C, ZOOMED-IN VIEW OF THE PACKAGED PIC, TIAS, AND FIBRE ARRAY
view moreCREDIT: BY WEIPENG ZHANG, JOSHUA LEDERMAN, THOMAS FERREIRA DE LIMA, JIAWEI ZHANG, SIMON BILODEAU, LEILA HUDSON, ALEXANDER TAIT, BHAVIN SHASTRI, AND PAUL PRUCNAL
Radar altimeters are the sole indicators of altitude above a terrain. Spectrally adjacent 5G cellular bands pose significant risks of jamming altimeters and impacting flight landing and take-off. As wireless technology expands in frequency coverage and utilises spatial multiplexing, similar detrimental radio-frequency (RF) interference becomes a pressing issue. To address this interference, RF front-ends with exceptionally low latency are crucial for industries like transportation, healthcare, and the military, where the timeliness of transmitted messages is critical. Future generations of wireless technologies will impose even more stringent latency requirements on RF front-ends due to increased data rate, carrier frequency, and user count. Additionally, challenges arise from the physical movement of transceivers, resulting in time-variant mixing ratios between interference and signal-of-interest (SOI). This necessitates real-time adaptability in mobile wireless receivers to handle fluctuating interference, particularly when it carries safety-to-life critical information for navigation and autonomous driving, such as aircraft and ground vehicles.
In a new paper published in Light: Science & Applications, a team of scientists, led by Professor Paul Prucnal from Lightwave Lab, Department of Electrical and Computer Engineering, Princeton University, USA, and co-workers have introduced a system-on-chip (SoC) that employs silicon photonics to tackle dynamic radio-frequency (RF) interference, a growing issue in fields like transportation, healthcare, and military operations. This innovation is particularly crucial in light of the increased risk of radar altimeter jamming by adjacent 5G cellular bands, posing threats to aircraft safety.
The heart of this technological leap lies in photonic integrated circuits (PICs), which can process broadband information by converting radio frequencies into optical frequencies. Unlike traditional analogue RF components or digital electronics, PICs dramatically reduce latency through direct analogue processing, a critical feature as wireless technologies progress towards higher frequencies.
However, integrating a complete system on a chip for microwave processing has faced challenges in design, control, and packaging. Current PICs typically require bulky external devices for signal analysis and control, leading to impractical size, weight, and power metrics for real-world deployment.
Addressing these challenges, the research introduces a compact, palm-sized standalone photonic device. This device integrates modulators, microring resonator (MRR) weight banks, and photodetectors on a single chip, significantly reducing processing latency to less than 15 picoseconds. In addition, a field-programmable gate array (FPGA) with integrated peripherals handles high-throughput statistical analysis and high-level blind source separation (BSS) algorithms. This setup enables real-time execution at a refresh rate of 305 Hz, a marked improvement over previous systems.
The research team successfully tested this device in two dynamic interference scenarios - mobile communications and radar altimeters. The results were convincible, demonstrating error-free operation and maintaining signal-to-noise ratios over 15 dB. This breakthrough showcases the device's potential to address real-world interference challenges effectively.
This research marks a significant step forward in the development of photonic processors. It pioneered the development of a PIC capable of real-time online learning and rapid adjustment of photonic weights. As the research progresses, enhancements in form factor, performance, and online adaptiveness are anticipated. These advancements will broaden the applicability of photonic processors to a range of demanding tasks, including model predictive control and neuromorphic computing. The study marks a substantial step forward in the field of photonic signal processing, highlighting its potential in addressing complex, real-world challenges.
JOURNAL
Light Science & Applications
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