Deming Liu

dblp:89/2720 · DBLP profile ↗
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9ranked-venue papers
3as first author
4since 2021 · last 2025
0000-0001-5591-2929ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Computer networks · 3 · 1 first-author · 2 since 2021Applied, interdisciplinary, general and emerging computing · 3 · 1 since 2021Systems, architecture and hardware · 1 · 1 first-authorSecurity and privacy · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer networks
5 papers
Physical-layer communications · 67% Optical networks · 22% Cellular and mobile networks · 11%
Network and information security
1 paper
Cryptographic primitives and cryptanalysis · 100%

Topics — the 18 heaviest of 20, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Physical-layer communications
electronic countermeasures
0.912025
Frequency-Comb-Enabled Photonic RF Memory for Multi-False-Target Range-Velocity Compound Deception Jamming · IEEE Trans. Commun. 2025
Physical-layer communications
modulation
0.912025
Physical-Layer Secure Optical Transmission Based on Randomized Quantization Noise · IEEE Trans. Inf. Forensics Secur. 2025
Optical networks
optical signal processing
0.912025
Frequency-Comb-Enabled Photonic RF Memory for Multi-False-Target Range-Velocity Compound Deception Jamming · IEEE Trans. Commun. 2025
Physical-layer communications
physical layer security
0.912025
Physical-Layer Secure Optical Transmission Based on Randomized Quantization Noise · IEEE Trans. Inf. Forensics Secur. 2025
Physical-layer communications › modulation
quadrature amplitude modulation
0.912025
Physical-Layer Secure Optical Transmission Based on Randomized Quantization Noise · IEEE Trans. Inf. Forensics Secur. 2025
Optical networks › optical communication systems
secure optical communication
0.912025
Physical-Layer Secure Optical Transmission Based on Randomized Quantization Noise · IEEE Trans. Inf. Forensics Secur. 2025
Physical-layer communications
beamforming
0.512021
Optical true time delay pool-based beamforming and limited feedback for reconfigurable intelligent surface-empowered cloud radio access networks · Sci. China Inf. Sci. 2021
Cellular and mobile networks › radio access networks
cloud radio access network
0.512021
Optical true time delay pool-based beamforming and limited feedback for reconfigurable intelligent surface-empowered cloud radio access networks · Sci. China Inf. Sci. 2021
Cellular and mobile networks
radio access networks
0.512021
Optical true time delay pool-based beamforming and limited feedback for reconfigurable intelligent surface-empowered cloud radio access networks · Sci. China Inf. Sci. 2021
Physical-layer communications
equalization
0.412020
Overfitting effect of artificial neural network based nonlinear equalizer: from mathematical origin to transmission evolution · Sci. China Inf. Sci. 2020
Physical-layer communications › equalization › nonlinear equalization
neural network equalizer
0.412020
Overfitting effect of artificial neural network based nonlinear equalizer: from mathematical origin to transmission evolution · Sci. China Inf. Sci. 2020
Physical-layer communications › equalization › nonlinear equalization
nonlinear equalizer
0.412020
Overfitting effect of artificial neural network based nonlinear equalizer: from mathematical origin to transmission evolution · Sci. China Inf. Sci. 2020
Physical-layer communications › channel state information › channel state information feedback
limited feedback
0.112021
Optical true time delay pool-based beamforming and limited feedback for reconfigurable intelligent surface-empowered cloud radio access networks · Sci. China Inf. Sci. 2021
Physical-layer communications
reconfigurable intelligent surface
0.112021
Optical true time delay pool-based beamforming and limited feedback for reconfigurable intelligent surface-empowered cloud radio access networks · Sci. China Inf. Sci. 2021
Physical-layer communications
optical communication
0.112020
Overfitting effect of artificial neural network based nonlinear equalizer: from mathematical origin to transmission evolution · Sci. China Inf. Sci. 2020
Physical-layer communications
transmission impairment
0.112020
Overfitting effect of artificial neural network based nonlinear equalizer: from mathematical origin to transmission evolution · Sci. China Inf. Sci. 2020
Optical networks
wavelength conversion
0.012001
Novel configuration for wavelength conversion based on cross-gain modulation in semiconductor optical amplifiers · Sci. China Ser. F Inf. Sci. 2001
Optical networks › optical amplifier
semiconductor optical amplifiers
0.012001
Novel configuration for wavelength conversion based on cross-gain modulation in semiconductor optical amplifiers · Sci. China Ser. F Inf. Sci. 2001

Methods — techniques the papers use, named apart from their topics

toeplitz hashing · 1.7delta-sigma quantization · 1.7chaotic random scrambling · 1.7frequency comb modulation · 0.9carrier-signal separation · 0.9bandwidth-optimized storage · 0.9artificial neural network · 0.4cross-gain modulation · 0.0
YearPublicationVenuePosition
2025 Frequency-Comb-Enabled Photonic RF Memory for Multi-False-Target Range-Velocity Compound Deception Jamming
abstract
In this paper, we report the first all-optical solution for multi-false-target range-velocity compound deception jamming based on frequency-comb-enabled photonic RF memory (PRFM). The operation frequency of current digital RF memory (DRFM) in electronic countermeasures is severely limited by low-speed digital devices. Since optical processing has a larger bandwidth and higher speed, it is valuable to develop advanced functions of PRFM. Our method skillfully applies a carrier-signal separation strategy to enhance the performance and extend the functions of PRFM. By bandwidth-optimized storage of the RF signal, the ASE noise accumulation and high-power optical self-oscillations can be effectively suppressed, contributing to a significant improvement of the signal SNR. On the other hand, by comb modulation of the optical carrier, the beaten signal contains multiple coherent false targets with different range-velocity deception information. In our experiment, the maximum storage time has exceeded$840~\mu $s with less than 10 dB SNR degradation, and the storage signal frequency has reached 16 GHz. Furthermore, more than 10 false targets have been obtained in the 10 dB bandwidth simultaneously, with the SNR consistently close to 40 dB. The outstanding storage and jamming performance allows our scheme to promote the deployment and upgrade of PRFM in electronic countermeasures.
Xiaoyang Liu 0007, Mengfan Cheng, Qi Yang 0008, Ming Tang 0005, Deming Liu, Lei Deng 0006
IEEE Trans. Commun.6
2025 Physical-Layer Secure Optical Transmission Based on Randomized Quantization Noise
abstract
In this paper, we propose a novel physical layer security optical transmission scheme utilizing randomized quantization noise. The proposed approach encrypts low-order plaintext signals into ultra-high-order ciphertext using principles similar to quantum noise stream cipher (QNSC). While, the ultra-dense quadrature amplitude modulation (QAM) ciphertext waveforms are masked by intrinsic quantization noise. The combination of digital delta-sigma quantization and analog chaotic random scrambling not only produces randomized quantization noise, but also naturally supports one-time processing of masking ciphertext and generating keystream. Whereby, the in-band quantization noise (IBN) conceals nearby ciphertext levels bolstering security, and the out-of-band quantization noise (OOBN) is digitized to generate keystream using the Toeplitz hashing extractor. Experimental results show that 256-QAM plaintext signals were securely transmitted over standard single-mode fiber: 163-Gbps signals over 400 km, and 79.7-Gbps signals over 1800 km. To evaluate system performance, theoretical models for signal-to-noise ratio (SNR), bit error rate (BER), and number of masked signals (NMS) are derived as functions of the oversampling ratio (OSR). Our findings reveal a trade-off between transmission performance and security performance. Our results confirm that this scrambling effectively eliminates the correlation between the masking noise components. Toeplitz hashing extractor can effectively reduce the complexity of keystream generation and obtain a source-independent random keystream.
Longquan Dai, Qi Yang 0008, Lei Deng 0006, Deming Liu, Xiaoxiao Dai, Mengfan Cheng
IEEE Trans. Inf. Forensics Secur.7
2021 Optically Centralized Beamforming for Reconfigurable Intelligent Surface-Aided mmWave Cloud RAN
abstract
Reconfigurable intelligent surface (RIS) with massive passive reflecting elements can greatly improve the wireless propagation environment. Although the RIS is easily introduced into the existing multiple-input multiple-output (MIMO) systems, effectively supporting MIMO technologies is still a major challenge in millimeter-wave cloud radio access networks (mmWave C-RANs) with fiber-wireless fronthaul. Herein, an optical true time delay pool-based hybrid beamforming (OTTDP-HBF) scheme, enabling centralized analog beamforming control, is proposed for the RIS-aided mmWave C-RAN. In the OTTDP-HBF scheme, the physical implementation and the computational processing of analog beamforming are decoupled from all active antenna units (AAUs) and centrally deployed. For the RIS-aided mmWave CRAN with OTTDP-HBF, we develop a two-stage precoding (TSP) algorithm, where the complex joint optimization problem of hybrid precoding matrices and the phase-shift matrix for the RIS is formulated as an alternating optimization (AO) problem and a sparse reconstruction problem. For an AAU equipped with 8 antennas, a designed example of the proposed OTTDPHBF is presented, where the performance can be significantly improved by introducing the RIS into mmWave C-RANs. Moreover, the obtained results of different schemes show that the proposed TSP algorithm is effective for the RIS-aided mmWave C-RAN with OTTDP-HBF.
Huan Huang 0001, Chongfu Zhang, Songnian Fu, Deming Liu
WCNC5
2021 Optical true time delay pool-based beamforming and limited feedback for reconfigurable intelligent surface-empowered cloud radio access networks
Huan Huang 0001, Chongfu Zhang, Muchuan Yang, Songnian Fu, Deming Liu
Sci. China Inf. Sci.7
2020 Overfitting effect of artificial neural network based nonlinear equalizer: from mathematical origin to transmission evolution
Songnian Fu, Ming Tang 0005, Deming Liu
Sci. China Inf. Sci.5
2004 Pfair Scheduling of Periodic Tasks with Allocation Constraints on Multiple Processors
abstract
Summary form only given. Pfair scheduling for periodic tasks on multiple processors in a time slotted environment can not only guarantee task deadlines to be respected, but also make tasks execute at steady progressive rates. We consider pfair schedulability of periodic tasks with allocation constraints in the sense that some tasks can only be assigned to one or more specified processors. The contributions of the paper lie in the following four aspects. Firstly, we prove that there exists pfair schedule in the case that fixed tasks are assigned to disjoined processor subsets. Secondly, we give a sufficient and necessary condition of the existence of pfair schedule for periodic tasks with arbitrary allocation constraints. Thirdly, we show that pfair schedulability test of periodic tasks with arbitrary allocation constraints can be done in polynomial time. Finally, an online approximate pfair scheduling algorithm called HPA (hierarchical pfair algorithm) is proposed for scheduling fixed and migrating tasks. With HPA although idea a fixed task is not guaranteed to respect its deadline completely, the amount of time by which it misses its deadline is bounded.
Deming Liu, Yann-Hang Lee
IPDPS1
2003 An efficient scheduling discipline for packet switching networks using earliest deadline first round robin
abstract
In this paper we propose a frame-oriented scheduling discipline, EDF-RR (earliest-deadline-first round-robin), for OQ (output-queued) switch architecture and data traffic consisting of fixed-length cells. Bandwidth reservation for an active session is performed by holding a number of cell slots for the session in frames. Each cell that is going to be transferred in a frame is assigned a virtual release time and a virtual deadline according to the bandwidth reservation scheme. The transmitting order of the cells in frames is thus determined by nonpreemptive nonidling EDF algorithm so that cells of a backlogged session in frames are distributed as uniformly as possible. Through the analysis applying real-time scheduling theory and network calculus as well as network simulation, EDF-RR takes the advantage of low computational complexity, and possesses tight delay bounds and lenient buffer requirements. The proposed scheduling discipline is appropriate for distributed real-time systems as we show that sessions can be configured based on message traffic models and deadline requirements. Also, a modified version of EDF-RR, called EDF-DRR, can be applied as traffic regulator when jitter requirements exist among active sessions.
Deming Liu, Yann-Hang Lee
ICCCN1
2003 An Efficient Switch Design for Scheduling Real-Time Multicast Traffic
Deming Liu, Yann-Hang Lee
RTCSA1
2001 Novel configuration for wavelength conversion based on cross-gain modulation in semiconductor optical amplifiers
Dexiu Huang, Junqiang Sun, Deming Liu, Heqing Yi
Sci. China Ser. F Inf. Sci.4