Experimental Analysis of a Self-Coherent M-QAM Receiver by Means of Recurrent Optical Spectrum Slicing and Direct Detection
Pith reviewed 2026-05-23 00:57 UTC · model grok-4.3
The pith
Recurrent optical spectrum slicing enables direct-detection reception of 32 Gbaud QAM over 75 km with drive voltages below Vπ/3.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
We experimentally demonstrate 32 Gbaud QAM-4/16 for 25 km, 50 km and 75 km in the C-band aided by a linear digital equalization and the use of programmable photonics as recurrent optical spectrum slicers. We showcase successful detection with driving swings below Vπ/3 in contrast to the full swing required by conventional coherent transceivers. We further improve the system performance utilizing geometric constellation shaping. Finally, we explore the potential power consumption improvement for the next-generation 1.6T pluggables, showcasing over 40% reduction.
What carries the argument
Recurrent optical spectrum slicing (ROSS) implemented via programmable photonics as recurrent optical spectrum slicers, which performs repeated spectrum manipulation to recover phase information for direct-detection self-coherent reception.
If this is right
- QAM-4 and QAM-16 at 32 Gbaud can be received over fiber spans up to 75 km using direct detection.
- Modulator driving swings can be kept below Vπ/3 while still achieving successful detection.
- Geometric constellation shaping provides measurable performance gains in the same setup.
- Power consumption for next-generation 1.6T pluggables can be reduced by over 40% relative to the lightest reported coherent solutions.
Where Pith is reading between the lines
- The approach could simplify transceiver hardware for metro and data-center links by lowering both voltage and DSP demands.
- Integration into photonic integrated circuits would need separate verification beyond the current programmable-photonics lab bench.
- The same slicing method might be tested at higher baud rates or modulation orders to check scalability limits.
Load-bearing premise
The ROSS accelerator and linear equalization will maintain the demonstrated performance when integrated into commercial pluggables under real-world temperature variation, component aging, and non-ideal fiber links.
What would settle it
A bit-error-rate measurement of the receiver inside a temperature-cycled packaged pluggable module transmitting over deployed fiber would settle whether the lab results hold in commercial conditions.
read the original abstract
High order modulation formats constitute the most prominent way for increasing spectral efficiency in transmission systems. Coherent transceivers that support such higher order formats require heavy digital signal processing (DSP), which increases the power consumption of coherent pluggables, well above the intensity modulation and direct detection (IM/DD) counterparts. Self-coherent or phase retrieval methods have emerged as potential solutions, trying to combine the merits of coherent technology with the simplicity of direct detection. In this work, we experimentally demonstrate the reception of quadrature amplitude modulation (QAM) modulation formats based on direct detection aided by the recurrent optical spectrum slicing (ROSS) photonic accelerator, utilizing minimal DSP and low modulator driving voltages. We experimentally demonstrate 32 Gbaud QAM-4/16 for 25 km, 50 km and 75 km in the C-band aided by a linear digital equalization and the use of programmable photonics as recurrent optical spectrum slicers. We showcase successful detection with driving swings below V{\pi}/3 in contrast to the full swing required by conventional coherent transceivers. We further improve the system performance utilizing geometric constellation shaping. Finally, we explore the potential power consumption improvement for the next-generation 1.6T pluggables, showcasing over 40% reduction with respect to the most lightweight state of the art coherent solutions reported in literature
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript experimentally demonstrates reception of 32 Gbaud QAM-4/16 signals over 25 km, 50 km and 75 km fiber links in the C-band using a self-coherent architecture based on recurrent optical spectrum slicing (ROSS) with programmable photonics, direct detection, linear digital equalization, and drive voltages below Vπ/3. It reports performance gains from geometric constellation shaping and explores potential power savings exceeding 40% for 1.6T pluggables relative to lightweight coherent solutions in the literature.
Significance. If the transmission results hold under the reported conditions, the work offers a concrete experimental path toward lower-power, lower-DSP alternatives to coherent detection for metro/short-reach links by combining direct detection with a photonic accelerator; the multi-distance demonstrations and geometric shaping constitute measurable strengths.
major comments (2)
- [Power consumption analysis] Power consumption section: the central claim of 'over 40% reduction' for 1.6T pluggables is an unmeasured estimate that assumes negligible overhead from the ROSS hardware, linear equalization, and packaging; no direct power measurements, component-level budget, or validation under temperature/aging conditions are provided, rendering this load-bearing claim unsupported by experiment.
- [Experimental results] Experimental results section: while 32 Gbaud QAM-4/16 transmission over the three distances is stated as successful, the manuscript provides no quantitative BER curves, OSNR penalties, or statistical details on measurement repeatability, which are required to substantiate the 'successful detection' claim against conventional coherent benchmarks.
minor comments (2)
- The abstract and main text refer to 'minimal DSP' and 'linear digital equalization' without specifying the equalizer structure, tap count, or adaptation method; a short block diagram or equation would clarify the architecture.
- Notation for drive voltage (Vπ/3) should be cross-referenced to the modulator transfer curve or experimental setup figure for reproducibility.
Simulated Author's Rebuttal
We thank the referee for the constructive comments and the opportunity to improve the manuscript. We address each major comment point by point below.
read point-by-point responses
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Referee: [Power consumption analysis] Power consumption section: the central claim of 'over 40% reduction' for 1.6T pluggables is an unmeasured estimate that assumes negligible overhead from the ROSS hardware, linear equalization, and packaging; no direct power measurements, component-level budget, or validation under temperature/aging conditions are provided, rendering this load-bearing claim unsupported by experiment.
Authors: We agree that the reported power savings figure is an estimate based on literature comparisons for coherent pluggables rather than direct measurements of the ROSS system. In the revised manuscript we will expand the power consumption section to explicitly list all assumptions, provide a component-level power budget table, qualify the >40% reduction as a potential value under the stated conditions, and note the absence of direct measurements as well as temperature/aging validation as limitations of the analysis. revision: yes
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Referee: [Experimental results] Experimental results section: while 32 Gbaud QAM-4/16 transmission over the three distances is stated as successful, the manuscript provides no quantitative BER curves, OSNR penalties, or statistical details on measurement repeatability, which are required to substantiate the 'successful detection' claim against conventional coherent benchmarks.
Authors: We acknowledge that additional quantitative detail would strengthen the experimental claims. In the revised version we will add explicit BER curves versus received power for each fiber distance, report the corresponding OSNR penalties relative to back-to-back, and include information on the number of independent measurements performed together with repeatability statistics to facilitate comparison with coherent benchmarks. revision: yes
Circularity Check
No circularity detected; purely experimental demonstration with no derivations
full rationale
The paper reports experimental transmission results for 32 Gbaud QAM-4/16 over fiber distances using ROSS photonic slicing, linear equalization, and low drive voltages, plus geometric shaping. No mathematical derivations, fitted models, or equations are present that could reduce to self-defined inputs, fitted parameters renamed as predictions, or self-citation chains. The >40% power reduction figure is an exploratory comparison to external literature values rather than an internal derivation or prediction from the paper's own data. All load-bearing claims rest on direct experimental measurements, making the work self-contained against external benchmarks with no circular steps.
Axiom & Free-Parameter Ledger
Reference graph
Works this paper leans on
-
[1]
1 > REPLACE THIS LINE WITH YOUR MANUSCRIPT ID NUMBER (DOUBLE-CLICK HERE TO EDIT) < Experimental Analysis of a Self-Coherent M-QAM Receiver by Means of Recurrent Optical Spectrum Slicing and Direct Detection Kostas Sozos, Francesco Da Ros, Senior Member Optica, Metodi Yankov, Stavros Deligiannidis, George Sarantoglou, Charis Mesaritakis and Adonis Bogris, ...
work page 2025
-
[2]
Role of Coherent Systems in the Next DCI Generation,
D. Tauber et al., “Role of Coherent Systems in the Next DCI Generation,” J. Lightwave Technol., vol. 41, no. 4, pp. 1139–1151, Feb. 2023, doi: 10.1109/JLT.2023.3235820
-
[3]
Beyond 1 Tb/s Intra-Data Center Interconnect Technology: IM-DD or Coherent?,
X. Zhou, R. Urata, and H. Liu, “Beyond 1 Tb/s Intra-Data Center Interconnect Technology: IM-DD or Coherent?,” Journal of Lightwave Technology, vol. 38, no. 2, pp. 475–484, Jan. 2020, doi: 10.1109/JLT.2019.2956779
-
[4]
Stokes vector direct detection for short-reach optical communication,
D. Che, A. Li, X. Chen, Q. Hu, Y. Wang, and W. Shieh, “Stokes vector direct detection for short-reach optical communication,” Optics Letters, vol. 39, no. 11, p. 3110, Jun. 2014, doi: 10.1364/OL.39.003110
-
[5]
Optical Field Recovery in Stokes Space,
D. Che, C. Sun, and W. Shieh, “Optical Field Recovery in Stokes Space,” J. Lightwave Technol., vol. 37, no. 2, pp. 451–460, Jan. 2019, doi: 10.1109/JLT.2018.2879181
-
[6]
Kramers–Kronig coherent receiver,
A. Mecozzi, C. Antonelli, and M. Shtaif, “Kramers–Kronig coherent receiver,” Optica, vol. 3, no. 11, p. 1220, Nov. 2016, doi: 10.1364/OPTICA.3.001220
-
[7]
Toward Practical Kramers-Kronig Receiver: Resampling, Performance, and Implementation,
T. Bo and H. Kim, “Toward Practical Kramers-Kronig Receiver: Resampling, Performance, and Implementation,” Journal of Lightwave Technology, vol. 37, no. 2, pp. 461–469, Jan. 2019, doi: 10.1109/JLT.2018.2869733
-
[8]
Maximizing the spectral efficiency of Stokes vector receiver with optical field recovery,
D. Che, C. Sun, and W. Shieh, “Maximizing the spectral efficiency of Stokes vector receiver with optical field recovery,” Opt. Express, vol. 26, no. 22, p. 28976, Oct. 2018, doi: 10.1364/OE.26.028976
-
[9]
R. Zhang, K. Kuzmin, Y.-W. Chen, and W. I. Way, “800G/$\lambda $ Self-Homodyne Coherent Links With Simplified DSP for Next-Generation Intra-Data Centers,” J. Lightwave Technol., vol. 41, no. 4, pp. 1216–1222, Feb. 2023, doi: 10.1109/JLT.2022.3218764
-
[10]
Full-Field, Carrier-Less, Polarization-Diversity, Direct Detection Receiver based on Phase Retrieval
H. Chen, N. K. Fontaine, J. M. Gené, R. Ryf, D. T. Neilson, and G. Raybon, “Full-Field, Carrier-Less, Polarization-Diversity, Direct Detection Receiver based on Phase Retrieval,” Mar. 2019, [Online]. Available: http://arxiv.org/abs/1903.02424
work page internal anchor Pith review Pith/arXiv arXiv 2019
-
[11]
Joint Optimization of Phase Retrieval and Forward Error Correcting for Direct Detection Receiver,
B. Chen et al., “Joint Optimization of Phase Retrieval and Forward Error Correcting for Direct Detection Receiver,” in 2020 European Conference on Optical Communications (ECOC), Brussels, Belgium: IEEE, Dec. 2020, pp. 1–4. doi: 10.1109/ECOC48923.2020.9333228
-
[12]
Asymmetric Self-Coherent Detection Based on Mach-Zehnder Interferometers,
X. Li, M. OaSullivan, Z. Xing, M. E. Mousa-Pasandi, and D. V. Plant, “Asymmetric Self-Coherent Detection Based on Mach-Zehnder Interferometers,” J. Lightwave Technol., vol. 40, no. 7, pp. 2023–2032, Apr. 2022, doi: 10.1109/JLT.2021.3135000
-
[13]
High-speed photonic neuromorphic computing using recurrent optical spectrum slicing neural networks,
K. Sozos, A. Bogris, P. Bienstman, G. Sarantoglou, S. Deligiannidis, and C. Mesaritakis, “High-speed photonic neuromorphic computing using recurrent optical spectrum slicing neural networks,” Commun Eng, vol. 1, no. 1, p. 24, Oct. 2022, doi: 10.1038/s44172-022-00024-5
-
[14]
Self-Coherent Receiver Based on a Recurrent Optical Spectrum Slicing Neuromorphic Accelerator,
K. Sozos, S. Deligiannidis, C. Mesaritakis, and A. Bogris, “Self-Coherent Receiver Based on a Recurrent Optical Spectrum Slicing Neuromorphic Accelerator,” J. Lightwave Technol., pp. 1–9, 2023, doi: 10.1109/JLT.2023.3235278
-
[15]
I. Alimi et al., “A Review of Self-Coherent Optical Transceivers: Fundamental Issues, Recent Advances, and Research Directions,” Applied Sciences, vol. 11, no. 16, p. 7554, Aug. 2021, doi: 10.3390/app11167554
-
[16]
A Survey on FEC Codes for 100 G and Beyond Optical Networks,
G. Tzimpragos, C. Kachris, I. B. Djordjevic, M. Cvijetic, D. Soudris, and I. Tomkos, “A Survey on FEC Codes for 100 G and Beyond Optical Networks,” IEEE Commun. Surv. Tutorials, vol. 18, no. 1, pp. 209–221, 2016, doi: 10.1109/COMST.2014.2361754
-
[17]
Multipurpose self-configuration of programmable photonic circuits,
D. Pérez-López, A. López, P. DasMahapatra, and J. Capmany, “Multipurpose self-configuration of programmable photonic circuits,” Nat Commun, vol. 11, no. 1, p. 6359, Dec. 2020, doi: 10.1038/s41467-020-19608-w
-
[18]
Modulation Format and Digital Signal Processing for IM-DD Optics at Post-200G Era,
D. Che and X. Chen, “Modulation Format and Digital Signal Processing for IM-DD Optics at Post-200G Era,” J. Lightwave Technol., vol. 42, no. 2, pp. 588–605, Jan. 2024, doi: 10.1109/JLT.2023.3311716
-
[19]
Nano-ITLA Based on Thermo-Optically Tuned Multi-Channel Interference Widely Tunable Laser,
Z. Chen et al., “Nano-ITLA Based on Thermo-Optically Tuned Multi-Channel Interference Widely Tunable Laser,” J. Lightwave Technol., vol. 41, no. 16, pp. 5405–5411, Aug. 2023, doi: 10.1109/JLT.2023.3261897
-
[20]
Silicon microring synapses enable photonic deep learning beyond 9-bit precision,
W. Zhang et al., “Silicon microring synapses enable photonic deep learning beyond 9-bit precision,” Optica, vol. 9, no. 5, p. 579, May 2022, doi: 10.1364/OPTICA.446100
-
[21]
Gradient-Free Training of Autoencoders for Non-Differentiable Communication Channels,
O. Jovanovic, M. P. Yankov, F. Da Ros, and D. Zibar, “Gradient-Free Training of Autoencoders for Non-Differentiable Communication Channels,” J. Lightwave Technol., vol. 39, no. 20, pp. 6381–6391, Oct. 2021, doi: 10.1109/JLT.2021.3103339
-
[22]
A Literature survey based on DBSCAN algorithms,
H. V. Singh, A. Girdhar, and S. Dahiya, “A Literature survey based on DBSCAN algorithms,” in 2022 6th International Conference on Intelligent Computing and Control Systems (ICICCS), Madurai, India: IEEE, May 2022, pp. 751–758. doi: 10.1109/ICICCS53718.2022.9788440
-
[23]
Low-Complexity Samples Versus Symbols-Based Neural Network Receiver for Channel Equalization,
Y. Osadchuk et al., “Low-Complexity Samples Versus Symbols-Based Neural Network Receiver for Channel Equalization,” J. Lightwave Technol., vol. 42, no. 15, pp. 5167–5174, Aug. 2024, doi: 10.1109/JLT.2024.3390227
-
[24]
S. Deligiannidis, C. Mesaritakis, and A. Bogris, “Performance and Complexity Analysis of Bi-Directional Recurrent Neural Network Models Versus Volterra Nonlinear Equalizers in Digital Coherent Systems,” Journal of Lightwave Technology, vol. 39, no. 18, pp. 5791–5798, Sep. 2021, doi: 10.1109/JLT.2021.3092415
-
[25]
Probabilistic Constellation Shaping for Optical Fiber Communications,
J. Cho and P. J. Winzer, “Probabilistic Constellation Shaping for Optical Fiber Communications,” J. Lightwave Technol., vol. 37, no. 6, pp. 1590–1607, Mar. 2019, doi: 10.1109/JLT.2019.2898855
-
[26]
Next-Generation O-Band Coherent Transmission for 1.6 Tbps 10 km Intra-Datacenter Interconnects,
E. Berikaa et al., “Next-Generation O-Band Coherent Transmission for 1.6 Tbps 10 km Intra-Datacenter Interconnects,” J. Lightwave Technol., vol. 42, no. 3, pp. 1126–1135, Feb. 2024, doi: 10.1109/JLT.2023.3307504
-
[27]
50GHz Silicon Cascaded Mach-Zehnder Wavelength Filter and Automatic Phase Error Correction,
L. Han, B. P.-P. Kuo, A. Pejkic, N. Alic, and S. Radic, “50GHz Silicon Cascaded Mach-Zehnder Wavelength Filter and Automatic Phase Error Correction,” in Optical Fiber Communication Conference (OFC) 2019, San Diego, California: OSA, 2019, p. W3B.3. doi: 10.1364/OFC.2019.W3B.3
-
[28]
D. Che and X. Chen, “Single-wavelength 1.2-Tb/s IM-DD transmission by polarization-multiplexing three 160-GBd PAM-8 signals,” in 49th European Conference on Optical Communications (ECOC 2023), Hybrid Conference, Glasgow, UK: Institution of Engineering and Technology, 2024, pp. 1690–1693. doi: 10.1049/icp.2023.2668
-
[29]
Dual-polarization direct-detection for data-center optical communications,
C. R. Doerr, “Dual-polarization direct-detection for data-center optical communications,” in Next-Generation Optical Communication: Components, Sub-Systems, and Systems XII, G. Li, K. Nakajima, and A. K. Srivastava, Eds., San Francisco, United States: SPIE, Mar. 2023, p
work page 2023
-
[30]
doi: 10.1117/12.2653256
-
[31]
Latest standardization trend and future prospects for 800G/1.6T optical transceivers,
H. Isono, “Latest standardization trend and future prospects for 800G/1.6T optical transceivers,” in Next-Generation Optical Communication: Components, Sub-Systems, and Systems XII, G. Li, K. Nakajima, and A. K. Srivastava, Eds., San Francisco, United States: SPIE, Mar. 2023, p
work page 2023
-
[32]
doi: 10.1117/12.2648120
-
[33]
T. Jyo, M. Nagatani, J. Ozaki, M. Ishikawa, and H. Nosaka, “12.3 A 48GHz BW 225mW/ch Linear Driver IC with Stacked Current-Reuse Architecture in 65nm CMOS for Beyond-400Gb/s Coherent Optical Transmitters,” in 2020 IEEE International Solid- State Circuits Conference - (ISSCC), San Francisco, CA, USA: IEEE, Feb. 2020, pp. 212–214. doi: 10.1109/ISSCC19947.20...
-
[34]
Power Efficient Coherent Detection for Short-Reach System,
H. Zhang, “Power Efficient Coherent Detection for Short-Reach System,” in Optical Fiber Communication Conference (OFC) 2023, San Diego California: Optica Publishing Group, 2023, p. M1E.1. doi: 10.1364/OFC.2023.M1E.1
-
[35]
Thermo-optic phase shifters based on silicon-on-insulator platform: state-of-the-art and a review,
S. Liu et al., “Thermo-optic phase shifters based on silicon-on-insulator platform: state-of-the-art and a review,” Front. Optoelectron., vol. 15, no. 1, p. 9, Dec. 2022, doi: 10.1007/s12200-022-00012-9. 12 > REPLACE THIS LINE WITH YOUR MANUSCRIPT ID NUMBER (DOUBLE-CLICK HERE TO EDIT) <
-
[36]
R. L. Nguyen et al., “8.6 A Highly Reconfigurable 40-97GS/s DAC and ADC with 40GHz AFE Bandwidth and Sub-35fJ/conv-step for 400Gb/s Coherent Optical Applications in 7nm FinFET,” in Digest of Technical Papers - IEEE International Solid-State Circuits Conference, Institute of Electrical and Electronics Engineers Inc., Feb. 2021, pp. 136–138. doi: 10.1109/IS...
-
[37]
Effect of Low Over-Sampling Rate on a 64Gbaud/DP-16QAM 100-km Optical Link,
W.-J. Jiang, K. G. Kuzmin, and W. I. Way, “Effect of Low Over-Sampling Rate on a 64Gbaud/DP-16QAM 100-km Optical Link,” IEEE Photonics Technology Letters, vol. 30, no. 19, pp. 1671–1674, Oct. 2018, doi: 10.1109/LPT.2018.2864639
-
[38]
Reduced-state MLSE for an IM/DD system using PAM modulation,
Y. Yu, Y. Che, T. Bo, D. Kim, and H. Kim, “Reduced-state MLSE for an IM/DD system using PAM modulation,” Optics Express, vol. 28, no. 26, p. 38505, Dec. 2020, doi: 10.1364/oe.410674
-
[39]
R. K. Pandey and S. K. Pandey, “Analyzing the Performance of 7nm FinFET Based Logic Circuit for the Signal Processing in Neural Network,” in 2020 IEEE Recent Advances in Intelligent Computational Systems, RAICS 2020, Institute of Electrical and Electronics Engineers Inc., Dec. 2020, pp. 136–140. doi: 10.1109/RAICS51191.2020.9332500
-
[40]
Advances in high-speed DACs, ADCs, and DSP for optical coherent transceivers,
C. Laperle and M. Osullivan, “Advances in high-speed DACs, ADCs, and DSP for optical coherent transceivers,” Journal of Lightwave Technology, vol. 32, no. 4, pp. 629–643, Feb. 2014, doi: 10.1109/JLT.2013.2284134
-
[41]
Real time low-complexity adaptive channel equalization for coherent optical transmission systems,
X. Zhang et al., “Real time low-complexity adaptive channel equalization for coherent optical transmission systems,” Optics Express, vol. 28, no. 4, p. 5058, Feb. 2020, doi: 10.1364/oe.385370
-
[42]
VLSI Implementations of Carrier Phase Recovery Algorithms for M-QAM Fiber-Optic Systems,
E. Borjeson, C. Fougstedt, and P. Larsson-Edefors, “VLSI Implementations of Carrier Phase Recovery Algorithms for M-QAM Fiber-Optic Systems,” J. Lightwave Technol., vol. 38, no. 14, pp. 3616–3623, Jul. 2020, doi: 10.1109/JLT.2020.2976166
discussion (0)
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