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311 Results Found

  • Article
  • Open Access
1 Citations
3,899 Views
16 Pages

15 March 2023

Electronic holographic displays can reconstruct the optical wavefront of object light, exhibiting the most realistic three-dimensional (3D) images, in contrast to conventional stereoscopic displays. In this paper, we propose a novel, near-eye hologra...

(This article belongs to the Section Computing and Artificial Intelligence)
  • Article
  • Open Access

Information Preservation in Communication-Constrained Neural Representation Transfer: Classical and Quantum-Inspired Amplitude Encoding

  • Naveen Joy,
  • Aswathi Balakrishnan,
  • Aparna Rajan,
  • Lijin Varghese,
  • Ivin Shajan,
  • Muhammed Shahul,
  • Levin John,
  • Suhail Subair,
  • Neena Xavier and
  • Rajesh Raju
  • + 1 author
Math. Comput. Appl.2026, 31(6), 234;https://doi.org/10.3390/mca31060234 
(registering DOI)

22 October 2026

Neural representations learned by neural networks encode task-relevant information, but their behavior under communication constraints is still poorly understood. We propose an information-theoretic framework for the comparison of classical compressi...

(This article belongs to the Special Issue Artificial Intelligence, Machine Learning, and Deep Learning: Innovations and Real-World Applications)
  • Article
  • Open Access
8 Citations
4,236 Views
14 Pages

Dynamic Control of Airy Beams Using Real-Time Phase-Amplitude Encoding on a Spatial Light Modulator

  • Alpgiray Keskin,
  • Gamze Kaya,
  • Necati Kaya,
  • James Strohaber,
  • Alexandre A. Kolomenskii and
  • Hans A. Schuessler

3 December 2024

Airy beams showing curved paths have found extensive applications in fields such as optical trapping, biomedical analysis, and material processing. Despite their utility, dynamic control of Airy beams poses a significant challenge. This work investig...

(This article belongs to the Topic The Extended Technological Platform Based on Optics and Microwaves: Conventional and Hybrid Solutions)
  • Article
  • Open Access
1 Citations
876 Views
21 Pages

Spatial Encoding with Amplitude Modulation in Serial Flow Cytometry

  • Eric W. Esch,
  • Matthew DiSalvo,
  • Megan A. Catterton,
  • Paul N. Patrone and
  • Gregory A. Cooksey

7 March 2026

Serial flow cytometry was recently introduced as a method that can estimate measurement uncertainty (i.e., imprecision, the coefficient of variation of repeated measurements of individual particles) independent from population characteristics. Replic...

(This article belongs to the Section Biomedical Sensors)
  • Feature Paper
  • Article
  • Open Access
8 Citations
5,053 Views
50 Pages

16 April 2025

The Categorical Compositional Distributional (DisCoCat) model has been proven to be very successful in modelling sentence meaning as the interaction of word meanings. Words are modelled as quantum states, interacting guided by grammar. This model of...

(This article belongs to the Collection Feature Papers in Information Theory)
  • Article
  • Open Access
16 Citations
4,192 Views
23 Pages

14 September 2022

Due to advantages such as low power consumption and high concealment, deceptive jamming against synthetic aperture radar (SAR) has received extensive attention in electronic countermeasures. However, the false targets generated by most of the decepti...

(This article belongs to the Special Issue SAR-Based Signal Processing and Target Recognition)
  • Article
  • Open Access
19 Citations
4,006 Views
15 Pages

Development of New Spectral Amplitude Coding OCDMA Code by Using Polarization Encoding Technique

  • Syed Mohammad Ammar,
  • Norshamsuri Ali,
  • Mohamad Naufal Saad,
  • Syed Alwee Aljunid,
  • Rosdisham Endut,
  • Ahmed M. Alhassan and
  • Collins Okon Edet

22 February 2023

OCDMA is an optical access technology that has a lot of potential because it can be asynchronously accessed and provides a higher level of security. The authors presented a new DW family code, a flexible double weight (FDW) code, and a novel polariza...

  • Article
  • Open Access
838 Views
32 Pages

We investigate the structural limits of Variational Quantum Classifiers (VQC) for network anomaly detection in the Noisy Intermediate-Scale Quantum (NISQ) era. Using the official 20% research subset of NSL-KDD, we train a 4-qubit classifier that embe...

(This article belongs to the Section Network Security and Privacy)
  • Article
  • Open Access
10 Citations
3,998 Views
14 Pages

Analysis of the Subdivision Errors of Photoelectric Angle Encoders and Improvement of the Tracking Precision of a Telescope Control System

  • Jiawei Yu,
  • Qiang Wang,
  • Guozhong Zhou,
  • Dong He,
  • Yunxia Xia,
  • Xiang Liu,
  • Wenyi Lv and
  • Yongmei Huang

7 September 2018

Photoelectric angle encoders, working as position sensors, have a great influence on the accuracy and stability of telescope control systems (TCS). In order to improve the tracking precision of TCS, a method based on subdivision error compensation fo...

(This article belongs to the Section Physical Sensors)
  • Feature Paper
  • Article
  • Open Access
2 Citations
607 Views
18 Pages

22 February 2026

This paper proposes an advanced three-dimensional optical encryption technique based on double random phase encryption for the simultaneous encryption of two primary datasets. While conventional double random phase encryption offers high-speed encryp...

  • Article
  • Open Access
90 Views
14 Pages

Micro-Displacement Measurement Based on Dual Optical Feedback Self-Mixing Interference

  • Pan Qi,
  • Guanping Song,
  • Zhanhui Zhang,
  • Zibang Zhang and
  • Ying Li

18 October 2026

Laser self-mixing interference (SMI) with dual external-cavity optical feedback exhibits a distinct characteristic: a change in the length of one external cavity periodically modulates the amplitude of the SMI signal produced by the other external ca...

  • Article
  • Open Access
311 Views
16 Pages

Early Hidden-Crack Detection in Circular Magnetic Encoder Rings Through FM-AM Signal Decoupling

  • Hai Xu,
  • Bin Wang,
  • Zhenyang Wu,
  • Jinhua Guan,
  • Dangwei Guo and
  • Xiaolong Fan

14 August 2026

Early hidden cracks in magnetic encoder rings induce only slight magnetic perturbations at the incipient stage, yet they may evolve into missing-pole, demagnetization, or severe waveform-distortion faults that degrade angular-displacement measurement...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
4 Citations
4,329 Views
12 Pages

A Hybrid Quantum Image-Matching Algorithm

  • Guoqiang Shu,
  • Zheng Shan,
  • Shiqin Di,
  • Xiaodong Ding and
  • Congcong Feng

13 December 2022

Image matching is an important research topic in computer vision and image processing. However, existing quantum algorithms mainly focus on accurate matching between template pixels, and are not robust to changes in image location and scale. In addit...

(This article belongs to the Section Quantum Information)
  • Feature Paper
  • Article
  • Open Access
4 Citations
2,783 Views
13 Pages

24 October 2024

The book Quantum Machine Learning: What Quantum Computing Means to Data Mining, by Peter Wittek, made quantum machine learning popular to a wider audience. The promise of quantum machine learning for big data is that it will lead to new applications...

(This article belongs to the Section Quantum Information)
  • Article
  • Open Access
25 Citations
6,383 Views
20 Pages

30 November 2021

The unprecedented success of classical neural networks and the recent advances in quantum computing have motivated the research community to explore the interplay between these two technologies, leading to the so-called quantum neural networks. In fa...

(This article belongs to the Section Quantum Electronics)
  • Article
  • Open Access
1,279 Views
17 Pages

28 August 2025

We present a deep learning-based approach to optimize the central angle between adjacent camera viewpoints for the efficient generation of natural 360-degree holographic 3D content. High-quality 360-degree digital holograms require the acquisition of...

(This article belongs to the Section Optics and Lasers)
  • Article
  • Open Access
1 Citations
549 Views
24 Pages

Color Image Encryption Based on Phase-Only Hologram Encoding Under Dynamic Constraint and Phase Retrieval Under Structured Light Illumination

  • Wenqi Zhong,
  • Yanfeng Su,
  • Yiwen Wang,
  • Xinyu Peng,
  • Chenxia Li,
  • Shanjun Nie,
  • Zhijian Cai and
  • Wenqiang Wan

11 January 2026

This paper introduces a color image encryption technique based on phase-only hologram (POH) encoding with dynamic constraint and phase retrieval under structured light illumination (SLI). During encryption, the color plaintext is first encoded into a...

(This article belongs to the Special Issue Emerging Trends in Optical Imaging, Sensing and Wireless Communication Through Random Scattering Media)
  • Article
  • Open Access
7 Citations
6,816 Views
13 Pages

18 August 2017

Holographic recording media can store the amplitude and the phase, or the complex amplitude, of a beam on the basis of holography. Owing to this characteristic, digital data can be encoded onto the complex amplitude of a signal beam in holographic da...

(This article belongs to the Special Issue Photo-Responsive Polymers)
  • Article
  • Open Access
520 Views
17 Pages

23 April 2026

Recent years have witnessed significant progress in deep learning-based shadow removal. However, most prior methods operate primarily in the spatial domain or rely on coarse frequency cues, while the informative role of amplitude components in the fr...

(This article belongs to the Special Issue Latest Research on Computer Vision and Its Application)
  • Article
  • Open Access
6 Citations
2,737 Views
19 Pages

Estimation Strategy Utilization Is Modulated by Implicit Emotion Regulation: Evidence from Behavioral and Event-Related Potentials Studies

  • Chuanlin Zhu,
  • Xinyi Zhao,
  • Feng Lu,
  • Yun Wang,
  • Yuan Zhao,
  • Dongquan Kou,
  • Dianzhi Liu and
  • Wenbo Luo

30 December 2022

A large number of studies have studied the influence of emotional experience on an individual’s estimation performance, but the influence of implicit emotion regulation is still unknown. Participants were asked to complete the following tasks i...

(This article belongs to the Section Behavioral Neuroscience)
  • Article
  • Open Access
3 Citations
2,543 Views
26 Pages

QU-Net: Quantum-Enhanced U-Net for Self Supervised Embedding and Classification of Skin Cancer Images

  • Khidhr Halab,
  • Nabil Marzoug,
  • Othmane El Meslouhi,
  • Zouhair Elamrani Abou Elassad and
  • Moulay A. Akhloufi

Background: Quantum Machine Learning (QML) has attracted significant attention in recent years. With quantum computing achievements in computationally costly domains, discovering its potential in improving the performance and efficiency of deep learn...

  • Article
  • Open Access
5 Citations
1,127 Views
7 Pages

Effect of Repetition Rate on Speech Evoked Auditory Brainstem Response in Younger and Middle Aged Individuals

  • Anuj Kumar Neupane,
  • Krithika Gururaj,
  • Garvita Mehta and
  • Sujeet Kumar Sinha

18 September 2014

Speech evoked auditory brainstem responses depicts the neural encoding of speech at the level of brainstem. This study was designed to evaluate the neural encoding of speech at the brainstem in younger population and middle-aged population at three d...

  • Article
  • Open Access
1 Citations
1,270 Views
12 Pages

A Miniature Inductive Encoder for Linear Displacement Measurement

  • Wei Xiong,
  • Shouhao Wang,
  • Yajun Ma,
  • Peng Chen,
  • Sijia Cao,
  • Jiajia Xu and
  • Yanxu Wang

2 February 2026

In order to satisfy the measurement of objects in compact settings, a miniaturized linear inductive encoder with a measurement range of 15 mm is investigated in this paper. The encoder structure integrates a movable part with conductive plates and a...

(This article belongs to the Section Physical Sensors)
  • Article
  • Open Access
1,296 Views
14 Pages

31 December 2025

Optical amplitude and phase modulators are an integral part of modern optical communications systems. As optical data formats transitioned from encoding amplitude exclusively to both amplitude and phase, several different methods for creating the qua...

(This article belongs to the Special Issue Advances in Photonic–Electronic Integration)
  • Article
  • Open Access
14 Citations
6,415 Views
14 Pages

1 November 2017

In this paper, an encoding strategy is used to design specialized fiber Bragg grating (FBG) sensors. The encoding of each sensor requires two binary codewords to define the amplitude and phase patterns of each sensor. The combined pattern (amplitude...

(This article belongs to the Special Issue Fiber Bragg Grating Based Sensors)
  • Communication
  • Open Access
2 Citations
2,505 Views
11 Pages

Methods for Comprehensive Calibration of a Low-Frequency Angular Acceleration Rotary Table

  • Renjian Feng,
  • Jiaxuan Yan,
  • Yinfeng Wu,
  • Ning Yu and
  • Xudong Yin

18 May 2023

The total harmonic distortion (THD) index and its calculation methods are presented to calibrate the sinusoidal motion of the low-frequency angular acceleration rotary table (LFAART) and make up the incomprehensive evaluation based on the angular acc...

(This article belongs to the Special Issue Important Achievements in Optical Measurements in China 2022–2023)
  • Article
  • Open Access
9 Citations
4,253 Views
14 Pages

Electrotactile Communication via Matrix Electrode Placed on the Torso Using Fast Calibration, and Static vs. Dynamic Encoding

  • Jovana Malešević,
  • Miloš Kostić,
  • Fabricio A. Jure,
  • Erika G. Spaich,
  • Strahinja Došen,
  • Vojin Ilić,
  • Goran Bijelić and
  • Matija Štrbac

9 October 2022

Electrotactile stimulation is a technology that reproducibly elicits tactile sensations and can be used as an alternative channel to communicate information to the user. The presented work is a part of an effort to develop this technology into an uno...

(This article belongs to the Section Biomedical Sensors)
  • Article
  • Open Access
1 Citations
1,374 Views
25 Pages

3 November 2025

To address the challenges of poor adaptability to spatial heterogeneity, easy breakage of amplitude–phase coupling relationships, and insufficient physical consistency in complex optical wavefield reconstruction, this paper proposes the DdONN-P...

(This article belongs to the Section A: Computer Science)
  • Article
  • Open Access
998 Views
13 Pages

Discriminating Vibrotactile Signals: The Relative Roles of Amplitude and Frequency

  • Ivan Makarov,
  • Árni Kristjánsson and
  • Runar Unnthorsson

12 March 2026

Vibrotactile interfaces commonly encode information using changes in stimulus amplitude and frequency, yet it remains unclear how reliably these parameters can be distinguished when spatial cues are unavailable. The present study examined discriminat...

(This article belongs to the Special Issue Actuators for System Identification, Vibration Analysis, and Control—2nd Edition)
  • Review
  • Open Access
98 Citations
18,608 Views
32 Pages

Quantum Machine Learning: Exploring the Role of Data Encoding Techniques, Challenges, and Future Directions

  • Deepak Ranga,
  • Aryan Rana,
  • Sunil Prajapat,
  • Pankaj Kumar,
  • Kranti Kumar and
  • Athanasios V. Vasilakos

23 October 2024

Quantum computing and machine learning (ML) have received significant developments which have set the stage for the next frontier of creative work and usefulness. This paper aims at reviewing various data-encoding techniques in Quantum Machine Learni...

(This article belongs to the Section E1: Mathematics and Computer Science)
  • Article
  • Open Access
10 Citations
4,503 Views
17 Pages

A Method to Improve Mounting Tolerance of Open-Type Optical Linear Encoder

  • Xinji Lu,
  • Artūras Kilikevičius,
  • Fan Yang and
  • Donatas Gurauskis

10 February 2023

Accuracy becomes progressively important in the wake of development in advanced industrial equipment. A key position sensor to such a quest is the optical linear encoder. Occasionally, inappropriate mounting can cause errors greater than the accuracy...

(This article belongs to the Topic Manufacturing Metrology)
  • Review
  • Open Access
37 Citations
8,266 Views
28 Pages

13 April 2021

Optical and magnetic linear/rotary encoders are well-known systems traditionally used in industry for the accurate measurement of linear/angular displacements and velocities. Recently, a different approach for the implementation of linear/rotary enco...

(This article belongs to the Collection Position Sensor)
  • Article
  • Open Access
1,897 Views
19 Pages

13 August 2024

Spectral encoding is an important way of describing spectral features and patterns. Traditional methods focused on encoding the spectral amplitude information (SAI). Abundant spectral shape information (SSI) was wasted. In addition, traditional stati...

(This article belongs to the Special Issue Applications of Machine Vision in Robotics)
  • Article
  • Open Access
713 Views
22 Pages

11 July 2025

We continue the analysis of the gauge-invariant decomposition of amplitudes in spontaneously broken massive gauge theories by performing the characterization of separately gauge-invariant subsectors for amplitudes involving trilinear interaction vert...

(This article belongs to the Section Field Theory)
  • Article
  • Open Access
418 Views
16 Pages

All-Dielectric Stochastically Encoded Metasurface for Multifunctional Imaging Across Six-Polarization Channels

  • Linkun Zhang,
  • Shangshang Cui,
  • Mengfei Li,
  • Xin Cai,
  • Wenjing Fang,
  • Xinye Fan,
  • Xiaowei Yang and
  • Xueli Geng

We proposed an all-dielectric stochastically encoded metasurface operating in the 1310 nm near-infrared band, which enables multifunctional optical field manipulation across six independent polarization channels. Utilizing a shared-aperture stochasti...

(This article belongs to the Special Issue Optical Imaging and Measurements: 2nd Edition)
  • Article
  • Open Access
22 Citations
4,361 Views
10 Pages

Two-Bit Terahertz Encoder Realized by Graphene-Based Metamaterials

  • Shan Yin,
  • Xintong Shi,
  • Wei Huang,
  • Wentao Zhang,
  • Fangrong Hu,
  • Zujun Qin and
  • Xianming Xiong

12 December 2019

Terahertz (THz) technologies have achieved great progress in the past few decades. Developing active devices to control the THz waves is the frontier of THz applications. In this paper, a new scheme of two-bit THz encoder is proposed. Different from...

(This article belongs to the Special Issue Engineering Metamaterials)
  • Article
  • Open Access
21 Citations
2,999 Views
11 Pages

This paper presents electromagnetic encoders useful for chipless-RFID and motion control applications. The encoders consist in a pair of linear chains of rectangular apertures implemented by means of 3D printing. One of these chains is periodic and a...

(This article belongs to the Special Issue Advances in Chipless RFID Technology)
  • Article
  • Open Access
18 Citations
3,313 Views
13 Pages

27 August 2020

In this paper, 3D-printed electromagnetic (or microwave) encoders with synchronous reading based on permittivity contrast, and devoted to the measurement of displacements and velocities, are reported for the first time. The considered encoders are ba...

(This article belongs to the Collection Position Sensor)
  • Article
  • Open Access
1 Citations
419 Views
22 Pages

20 August 2026

To address the insufficient representation of fault characteristics in rotating machinery vibration signals, the sensitivity of conventional Transformers to variations in input response amplitudes, and the limited ability of fixed sequence embedding...

(This article belongs to the Special Issue Intelligent Sensors and Signal Processing in Industry—2nd Edition)
  • Article
  • Open Access
3 Citations
3,092 Views
25 Pages

9 July 2024

Frequency encoding chipless Radio Frequency Identification (RFID) tags have been frequently using the radar cross section (RCS) parameter to determine the resonant frequencies corresponding to the encoded information. Recent advancements in chipless...

(This article belongs to the Section Sensor Networks)
  • Article
  • Open Access
3 Citations
3,202 Views
16 Pages

Efficient Encoding of the Traveling Salesperson Problem on a Quantum Computer

  • John P. T. Stenger,
  • Sean T. Crowe,
  • Joseph A. Diaz,
  • Ramiro Rodriguez,
  • Daniel Gunlycke and
  • Joanna N. Ptasinski

We propose an amplitude encoding of the traveling salesperson problem along with a method for calculating the cost function using a probability distribution obtained on a quantum computer. Our encoding requires a number of qubits that grows logarithm...

  • Article
  • Open Access
3 Citations
1,345 Views
22 Pages

A Comparative Study of Quantum Feature Maps and Quantum Classifiers for Heart Disease Prediction

  • Muhammad Minoar Hossain,
  • Md. Hasibul Hassan Himal and
  • Arslan Munir

21 May 2026

This research introduces a quantum machine learning (QML) approach for predicting heart disease (HD). The method combines preprocessing of data with quantum feature map (QFM) and quantum classification techniques. In the method, clinical data of HD a...

  • Article
  • Open Access
1 Citations
5,071 Views
18 Pages

Auditory Sensory Gating: Effects of Noise

  • Fan-Yin Cheng,
  • Julia Campbell and
  • Chang Liu

18 June 2024

Cortical auditory evoked potentials (CAEPs) indicate that noise degrades auditory neural encoding, causing decreased peak amplitude and increased peak latency. Different types of noise affect CAEP responses, with greater informational masking causing...

(This article belongs to the Special Issue Neural Correlates of Perception in Noise in the Auditory System)
  • Article
  • Open Access
2 Citations
4,892 Views
14 Pages

A Quantum Algorithm for Pricing Asian Options on Valuation Trees

  • Mark-Oliver Wolf,
  • Roman Horsky and
  • Jonas Koppe

22 November 2022

We develop a novel quantum algorithm for approximating the price of a discrete floating-strike Asian option based on an underlying valuation tree. The paths of the tree are encoded in bit-representation into a qubit register, where quantum state prep...

(This article belongs to the Special Issue Computational Finance and Risk Analysis in Insurance II)
  • Article
  • Open Access
532 Views
38 Pages

28 July 2026

Accurate segmentation of clouds and cloud shadows in optical remote sensing imagery is an indispensable preprocessing step for downstream land-surface observation tasks. However, existing methods strike different trade-offs between local detail prese...

(This article belongs to the Special Issue Artificial Intelligence for Optical Remote Sensing Image Processing)
  • Article
  • Open Access
11 Citations
5,638 Views
12 Pages

30 January 2021

We develop a novel compressive coded rotating mirror (CCRM) camera to capture events at high frame rates in passive mode with a compact instrument design at a fraction of the cost compared to other high-speed imaging cameras. Operation of the CCRM ca...

  • Article
  • Open Access
5 Citations
5,727 Views
30 Pages

27 July 2024

We present a method for improving the amplitude and angular error of inductive position sensors, by advancing the design of receiver coil systems with multiple windings on two layers of a printed circuit board. Multiple phase-shifted windings are con...

(This article belongs to the Section Electronic Sensors)
  • Article
  • Open Access
11 Citations
571 Views
15 Pages

16 December 2008

Thirty photographs of real-world scenes were presented for encoding, and half the participants then performed a recognition test, deciding whether each of 60 images were old (from the original set) or new. The other participants performed an imagery...

  • Feature Paper
  • Article
  • Open Access
3 Citations
2,838 Views
7 Pages

3 March 2020

Active noseleaf deformations during pulse emission observed in hipposiderid and rhinolophid bats have been shown to add a time dimension to the bats’ acoustic emission characteristics beyond the established dependencies on frequency and directi...

(This article belongs to the Special Issue Symmetry in Mechanical Engineering Ⅱ)
  • Article
  • Open Access
2 Citations
4,920 Views
9 Pages

In this paper, we propose a novel multiple-symbol detector based on maximum likelihood metric for differential quadrature amplitude modulation in massive multiple-input multiple-output (MIMO) systems. While current research on differential modulation...

(This article belongs to the Special Issue Massive MIMO Systems)

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