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Broadband physical layer cognitive radio with an integrated photonic processor for blind source separation
Weipeng Zhang1, Alexander Tait2, Chaoran Huang3
1Department of Electrical and Computer Engineering, Princeton University, Princeton, 08544, NJ, USA. weipengz@princeton.edu.
Nature Communications
|February 27, 2023
Summary
A novel photonic blind source separation (BSS) method uses a microring weight bank for energy-efficient signal recovery. This approach overcomes electronic limitations, offering scalable and versatile BSS for telecommunications.
Area of Science:
- Photonics and Optical Engineering
- Signal Processing
- Telecommunications
Background:
- Telecommunications expansion leads to severe crosstalk and interference.
- Blind source separation (BSS) is a physical layer method to address signal mixtures.
- Existing electronic BSS implementations face limitations in bandwidth, energy consumption, and scalability.
Purpose of the Study:
- To introduce a versatile and scalable photonic approach for blind source separation (BSS).
- To overcome the bandwidth, energy, and scalability limitations of electronic BSS.
- To demonstrate an energy-efficient BSS system utilizing photonic integrated circuits.
Main Methods:
- Implementation of a microring weight bank on a photonic chip.
- Utilizing wavelength-division multiplexing (WDM) for scalable processing.
- Application of a dithering control method for high-resolution signal demixing.
Main Results:
- Demonstrated energy-efficient and scalable BSS across a 19.2 GHz processing bandwidth.
- Achieved high (9-bit) resolution in signal demixing.
- Obtained higher signal-to-interference ratios (SIR) even for challenging signal mixtures.
Conclusions:
- The photonic BSS approach offers significant advantages over electronic methods.
- The demonstrated system provides a versatile, scalable, and energy-efficient solution for signal recovery.
- This technology holds promise for future telecommunication systems requiring robust interference mitigation.
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