ART-Rx: A Proportional-Integral-Derivative (PID) Controlled Adaptive Real-Time Threshold Receiver for Molecular Communication

Diffusion-based molecular communication (MC) suffers from stochastic propagation, inter-symbol interference (ISI), and fast microfluidic variations. We present ART-Rx, an adaptive threshold receiver that embeds a proportional–integral–derivative (PID) controller on a system-on-chip and updates the decision boundary once per symbol. Simulations sweeping interferer density, CSK levels, flow, separation, diffusion, and binding kinetics show a mean bit-error ratio (BER) of 1.8×10-2; BER remains below 6.0×10-2 for -4 dB≤SNR≤19 dB and does not exceed 7.4×10-2 for transmitter–receiver separations up to 10-2 m. ART-Rx cuts BER by 2.6× relative to the best non-ML baseline and outperforms a statistical fixed-threshold detector while retaining O(1) operations per symbol. Ziegler–Nichols gain scheduling combined with integral wind-up protection preserves closed-loop stability across strongly non-linear regimes, positioning ART-Rx as a practical front-end for resource-constrained Internet-of-Bio-Nano-Things nodes and implantable biosensors.

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Publication Details

Journal
IEEE Transactions on Molecular Biological and Multi-Scale Communications
Published
2025-06-19
DOI
https://doi.org/10.1109/tmbmc.2025.3581470
Primary Topic
Molecular Communication and Nanonetworks
Type
article
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article

ART-Rx: A Proportional-Integral-Derivative (PID) Controlled Adaptive Real-Time Threshold Receiver for Molecular Communication

Özgür B. Akan, H. Ni
IEEE Transactions on Molecular Biological and Multi-Scale Communications
Molecular Communication and Nanonetworks
article

ART-Rx: A Proportional-Integral-Derivative (PID) Controlled Adaptive Real-Time Threshold Receiver for Molecular Communication

Özgür B. Akan, H. Ni
article en

Abstract

Diffusion-based molecular communication (MC) suffers from stochastic propagation, inter-symbol interference (ISI), and fast microfluidic variations. We present ART-Rx, an adaptive threshold receiver that embeds a proportional–integral–derivative (PID) controller on a system-on-chip and updates the decision boundary once per symbol. Simulations sweeping interferer density, CSK levels, flow, separation, diffusion, and binding kinetics show a mean bit-error ratio (BER) of 1.8×10-2; BER remains below 6.0×10-2 for -4 dB≤SNR≤19 dB and does not exceed 7.4×10-2 for transmitter–receiver separations up to 10-2 m. ART-Rx cuts BER by 2.6× relative to the best non-ML baseline and outperforms a statistical fixed-threshold detector while retaining O(1) operations per symbol. Ziegler–Nichols gain scheduling combined with integral wind-up protection preserves closed-loop stability across strongly non-linear regimes, positioning ART-Rx as a practical front-end for resource-constrained Internet-of-Bio-Nano-Things nodes and implantable biosensors.

IEEE Transactions on Molecular Biological and Multi-Scale CommunicationsVol. 11(3)
University of Cambridge (GB)
Openalex Percentile: Top 87%
Molecular Communication and Nanonetworks
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