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ORCIDJournal of Signal Processing Systems, Volume 94
Volume 94, Number 1, January 2022
- Georgios Z. Papadopoulos
, Nicolas Montavont:
Special Issue on the Internet of Things (ISCC 2020). 1-2 - David Hauweele, Remous-Aris Koutsiamanis, Bruno Quoitin, Georgios Z. Papadopoulos:
Thorough Performance Evaluation & Analysis of the 6TiSCH Minimal Scheduling Function (MSF). 3-25 - Guillaume Le Gall, Nicolas Montavont, Georgios Z. Papadopoulos:
IoT Network Management within the Electric Vehicle Battery Management System. 27-44 - Yago Fontoura do Rosário, Xenofon Fafoutis:
A Constrained Monitoring Protocol for the Internet of Things. 45-64 - Jean Moraes, Helder M. N. S. Oliveira, Eduardo Cerqueira, Cristiano Both, Sherali Zeadally, Denis Rosário:
Evaluation of an Adaptive Resource Allocation for LoRaWAN. 65-79 - Shie-Yuan Wang, Jui-En Chang, Hsin Fan, Yi-Hsiu Sun:
Comparing the Performance of NB-IoT, LTE Cat-M1, Sigfox, and LoRa for IoT End Devices Moving at High Speeds in the Air. 81-99 - Rachna Srivastava, Vincent C. Gaudet, Patrick Mitran:
Hardware Implementation of a Fixed-Point Decoder for Low-Density Lattice Codes. 101-116 - Iman Firmansyah, Yoshiki Yamaguchi:
Real-Time FPGA Implementation of FIR Filter Using OpenCL Design. 117-129
Volume 94, Number 2, February 2022
- Simo Särkkä, Lassi Roininen, Manon Kok, Roland Hostettler, Andreas Hauptmann:
Guest Editorial: MLSP 2020 Special Issue. 131-132 - Stefano Fortunati, Alexandre Renaux, Frédéric Pascal:
Joint Estimation of Location and Scatter in Complex Elliptically Symmetric Distributions. 133-146 - Thomas Haubner, Andreas Brendel, Walter Kellermann:
Online Acoustic System Identification Exploiting Kalman Filtering and an Adaptive Impulse Response Subspace Model. 147-160 - Yassine Laguel, Jérôme Malick, Zaïd Harchaoui:
Superquantile-Based Learning: A Direct Approach Using Gradient-Based Optimization. 161-177 - Patrice Abry, Vincent Mauduit, Emmanuel Quemener, Stéphane G. Roux:
Multivariate multifractal texture DCGAN synthesis: How well does it work ? How does one know ? 179-195 - Alessandro Ilic Mezza, Emanuël A. P. Habets, Meinard Müller, Augusto Sarti:
Unsupervised Domain Adaptation via Principal Subspace Projection for Acoustic Scene Classification. 197-213 - Lorena Romero-Medrano, Pablo Moreno-Muñoz, Antonio Artés-Rodríguez:
Multinomial Sampling of Latent Variables for Hierarchical Change-Point Detection. 215-227 - Alexander Tong, Guy Wolf, Smita Krishnaswamy:
Fixing Bias in Reconstruction-based Anomaly Detection with Lipschitz Discriminators. 229-243 - Efthymios Tzinis, Zhepei Wang, Xilin Jiang, Paris Smaragdis:
Compute and Memory Efficient Universal Sound Source Separation. 245-259
Volume 94, Number 3, March 2022
- François Berry, Luca Maggiani, Ricardo Carmona-Galán:
Special Issue on Embedded Vision Architectures for Machine Learning. 261-262 - Lucas Fernández Brillet, Nicolas Leclaire, Stéphane Mancini, Marina Nicolas, Sébastien Cleyet-Merle, Jean-Paul Henriques, Claude Delnondedieu:
Compression and Speed-up of Convolutional Neural Networks Through Dimensionality Reduction for Efficient Inference on Embedded Multiprocessor. 263-281 - Luis Rodriguez-Benitez, Carlos Córdoba Ruiz, Luis Cabañero-Gómez, Ramón Hervás, Luis Jimenez Linares:
An Internet of Agents Architecture for Training and Deployment of Deep Convolutional Models. 283-291 - Ginés Doménech-Asensi, María-Dolores Cano, Víctor Morales-Esteras:
On the Use of Bayesian Networks for Real-Time Urban Traffic Measurements: a Case Study with Low-Cost Devices. 293-304 - Xianhong Zhang:
Research on Remote Sensing Image De-haze Based on GAN. 305-313 - Ahmed Alkhayyat, Musheer Ahmad, Nestor Tsafack, Muhammad Tanveer, Donghua Jiang, Ahmed A. Abd El-Latif:
A Novel 4D Hyperchaotic System Assisted Josephus Permutation for Secure Substitution-Box Generation. 315-328 - Jianwei Ke, Alex J. Watras, Jae-Jun Kim, Hewei Liu, Hongrui Jiang, Yu Hen Hu:
Towards Real-time 3D Visualization with Multiview RGB Camera Array. 329-343
Volume 94, Number 4, April 2022
- Shefali Saxena, Arka Datta, Rajarshi P. Chowdhury:
Preface to the Special Issue on Signal Processing, Data Acquisition and Front-end Systems for Radiation Detection and Measurements. 345-347 - André Bieberle, Ronny Berger, Philipp Stave, Uwe Hampel:
Multi-channel Detector Module for Multi-energy Gamma Ray Computed Tomography. 349-360 - Phoenix Baldez, Mark L. Wetzel, Richard E. Blakeley, Alexandria Ragsdale, Adam Alexander Hecht:
Signal Processing and Data Acquisition for the UNM Fission Spectrometer to Measure Binary Fission Product Mass, Energy, Velocity, Atomic Number, and Gamma Rays, Correlated Particle-By-Particle. 361-376 - Yang Xiao-Feng, Huang Hong-Quan, Zeng Guo-Qiang, Ge Liang-Quan, Jiang Kai-ming, Gu Min, Hu Chuan-Hao, Lai Mao-Lin:
Pulse Pile-up Correction by Particle Swarm Optimization with Double-layer Parameter Identification Model in X-ray Spectroscopy. 377-386 - Kajal Kumari, Mayank Goswami:
Sensitivity Analysis of Calibration Methods and Factors Effecting the Statistical Nature of Radiation Measurement. 387-397 - Zhihua Liu, Ming Fang, Jon George, Ling-Jian Meng, Angela Di Fulvio:
Neutron Tomography of Spent Fuel Casks. 399-409 - Arka Datta, Ayman I. Hawari:
Characterization and Implementation of A Dynamic Neutron Imaging System at the PULSTAR Reactor. 411-424 - Ankur Kumar, Prasunika Khare, Mayank Goswami:
AI and Conventional Methods for UCT Projection Data Estimation. 425-433
Volume 94, Number 5, May 2022
- Rong Chen:
Editor's Note: Biomedical Signal and Image Processing Systems. 435 - Rong Chen, Edward H. Herskovits:
Machine Learning Detects Distinct Subtypes of Minimal Cognitive Impairment. 437-443 - Hieu Ngo, Hua Fang, Honggang Wang:
Beamforming and Scalable Image Processing in Vehicle-to-Vehicle Networks. 445-454 - Xiaomin Wu, Da-Ting Lin, Rong Chen, Shuvra S. Bhattacharyya:
Learning Compact DNN Models for Behavior Prediction from Neural Activity of Calcium Imaging. 455-472 - Dong Yang, Giovanni Lasio, Baoshe Zhang, Byong Yi, Shifeng Chen, Yin Zhang, Thomas J. Macvittie, Dimitris N. Metaxas, Jinghao Zhou:
Automated Pulmonary Fibrosis Segmentation Using a 3D Multi-Scale Convolutional Encoder-Decoder Approach in Thoracic CT for the Rhesus Macaque with Radiation-Induced Lung Damage. 473-483 - Miaomiao Liu, Tiantian Liu, Yonghao Wang, Yuan Feng, Yunyan Xie, Tianyi Yan, Jinglong Wu:
BrainSort: a Machine Learning Toolkit for Brain Connectome Data Analysis and Visualization. 485-495 - Syed Muhammad Anwar, Ismail Irmakci, Drew A. Torigian, Sachin Jambawalikar, Georgios Z. Papadakis, Can Akgun, Jutta Ellermann, Mehmet Akçakaya, Ulas Bagci:
Semi-Supervised Deep Learning for Multi-Tissue Segmentation from Multi-Contrast MRI. 497-510
Volume 94, Number 6, June 2022
- Editor's Note: Signal Processing for Smart Sensors, Wearables, and IoTs. 511
- Rajdeep Kumar Nath, Himanshu Thapliyal, Allison Caban-Holt:
Machine Learning Based Stress Monitoring in Older Adults Using Wearable Sensors and Cortisol as Stress Biomarker. 513-525 - Yankun Xu, Jie Yang, Mohamad Sawan:
Trends and Challenges of Processing Measurements from Wearable Devices Intended for Epileptic Seizure Prediction. 527-542 - Gozde Cay, Vignesh Ravichandran, Manob Jyoti Saikia, Laurie Hoffman, Abbot Laptook, James Padbury, Amy L. Salisbury, Anna Gitelson-Kahn, Krishna K. Venkatasubramanian, Yalda Shahriari, Kunal Mankodiya:
An E-Textile Respiration Sensing System for NICU Monitoring: Design and Validation. 543-557 - Dhruv Gajaria, Tosiron Adegbija:
Exploring Domain-Specific Architectures for Energy-Efficient Wearable Computing. 559-577 - Deepa Kota, Nishat Tarannum Tasneem, Karthik Kakaraparty, Ifana Mahbub, Gayatri Mehta, Kamesh Namuduri:
A Low-power Dry Electrode-based ECG Signal Acquisition with De-noising and Feature Extraction. 579-593 - Bhaskara Santhosh Egala, Ashok Kumar Pradhan, Venkataramana Badarla, Saraju P. Mohanty:
iBlock: An Intelligent Decentralised Blockchain-based Pandemic Detection and Assisting System. 595-608 - Omiya Hassan, Tanmoy Paul, Md Maruf Hossain Shuvo, Dilruba Parvin, Rushil Thakker, Mengrui Chen, Abu Saleh Mohammad Mosa, Syed Kamrul Islam:
Energy Efficient Deep Learning Inference Embedded on FPGA for Sleep Apnea Detection. 609-619
Volume 94, Number 7, July 2022
- Tomasz Kryjak, Andréa Pinna:
Guest Editorial: Special Issue on Design and Architectures for Signal and Image Processing 2021. 621-622 - Valentin Rebière, Antoine Drouot, Bertrand Granado, Arnaud Bourge, Andréa Pinna:
Color Pixel Reconstruction for a Monolithic RGB-Z CMOS Imager. 623-644 - Pouya Shiri, Amirali Baniasadi:
Convolutional Fully-Connected Capsule Network (CFC-CapsNet): A Novel and Fast Capsule Network. 645-658 - Joanna Stanisz, Konrad Lis, Marek Gorgon:
Implementation of the PointPillars Network for 3D Object Detection in Reprogrammable Heterogeneous Devices Using FINN. 659-674 - Krzysztof Blachut, Michal Danilowicz, Hubert Szolc, Mateusz Wasala, Tomasz Kryjak, Mateusz Komorkiewicz:
Automotive Perception System Evaluation with Reference Data from a UAV's Camera Using ArUco Markers and DCNN. 675-692 - Fritjof Steinert, Benno Stabernack:
Architecture of a Low Latency H.264/AVC Video Codec for Robust ML based Image Classification. 693-708 - Naouel Haggui, Fatma Belghith, Wassim Hamidouche, Nouri Masmoudi, Jean-François Nezan:
Multiple Transform Selection Concept Modeling and Implementation Using Dynamic and Parameterized Dataflow Graphs. 709-720 - Alemeh Ghasemi, Marcelo Ruaro, Rodrigo Cataldo, Jean-Philippe Diguet, Kevin J. M. Martin:
The Impact of Cache and Dynamic Memory Management in Static Dataflow Applications. 721-738 - Christoph Spang, Yannick Lavan, Marco Hartmann, Florian Meisel, Andreas Koch:
DExIE - An IoT-Class Hardware Monitor for Real-Time Fine-Grained Control-Flow Integrity. 739-752 - Nicolas Sourbier, Karol Desnos, Thomas Guyet, Frédéric Majorczyk, Olivier Gesny, Maxime Pelcat:
SECURE-GEGELATI Always-On Intrusion Detection through GEGELATI Lightweight Tangled Program Graphs. 753-770
Volume 94, Number 8, August 2022
- John McAllister:
Editorial. 771 - Mohammadamin Atashi, Mohammad Salimibeni, Arash Mohammadi:
Online Dynamic Window (ODW) Assisted Two-Stage LSTM Frameworks For Indoor Localization. 773-786 - Dae Yon Hwang, Bilal Taha, Dimitrios Hatzinakos:
A New Score Level Fusion Approach for Stable User Verification System Using the PPG Signal. 787-798 - Xinmiao Zhang, Zheang Huai, Keshab K. Parhi:
Polynomial Multiplication Architecture with Integrated Modular Reduction for R-LWE Cryptosystems. 799-809 - Xiaoyi Shen, Dong-Yuan Shi, Santi Peksi, Woon-Seng Gan:
A Multi-Channel Wireless Active Noise Control Headphone With Coherence-Based Weight Determination Algorithm. 811-819 - Madhurananda Pahar, Igor D. S. Miranda, Andreas H. Diacon, Thomas Niesler:
Automatic Non-Invasive Cough Detection based on Accelerometer and Audio Signals. 821-835 - Shicheng Hu, Shaojun Wan, Miao Yang, Kai Kang, Hua Qian:
An Improved SLM Algorithm for OFDMA System with Implicit Side Information. 837-846
Volume 94, Number 9, September 2022
- Frank Hannig, Steven Derrien:
Special Issue on Applied Reconfigurable Computing. 847-848 - Jörg Keller, Sebastian Litzinger, Christoph W. Kessler:
Integrating Energy-Optimizing Scheduling of Moldable Streaming Tasks with Design Space Exploration for Multiple Core Types on Configurable Platforms. 849-864 - Johannes Pfau, Peter Wagih Zaki, Jürgen Becker:
V-FPGAs: Increasing Performance with Manual Placement, Timing Extraction and Extended Timing Modeling. 865-882 - Carsten Heinz, Andreas Koch:
On-Chip and Distributed Dynamic Parallelism for Task-based Hardware Accelerators. 883-893 - Chilankamol Sunny, Satyajit Das, Kevin J. M. Martin, Philippe Coussy:
Energy Efficient Hardware Loop Based Optimization for CGRAs. 895-912
Volume 94, Number 10, October 2022
- Gabriel Falcão, Joseph R. Cavallaro, Farhana Sheikh, Leonel Sousa:
Guest Editorial: Special Issue on Advances in Signal Processing Systems. 913-915 - Edward Paxon Frady, Sophia Sanborn, Sumit Bam Shrestha, Daniel Ben Dayan Rubin, Garrick Orchard, Friedrich T. Sommer, Mike Davies:
Efficient Neuromorphic Signal Processing with Resonator Neurons. 917-927 - Seokhyeon Choi, Kyuhong Shim, Jungwook Choi, Wonyong Sung, Byonghyo Shim:
Optimization of General Matrix Multiply Library for Ternary Weight for Fast DNN Inference. 929-943 - Nermine Ali, Jean-Marc Philippe, Benoît Tain, Philippe Coussy:
Generating Efficient FPGA-based CNN Accelerators from High-Level Descriptions. 945-960 - Xing Chen, Jingtao Li, Chaitali Chakrabarti:
Energy and Loss-aware Selective Updating for SplitFed Learning with Energy Harvesting-Powered Devices. 961-975 - Ruqiao Liu, Yi Zhou, Hongqing Liu, Xinmeng Xu, Jie Jia, Binbin Chen:
A New Neural Beamformer for Multi-channel Speech Separation. 977-987 - Yue Dai, Maryam Eslami Rasekh, Seyed Hadi Mirfarshbafan, Harrison Liew, Alexandra Gallyas-Sanhueza, James Dunn, Upamanyu Madhow, Christoph Studer, Borivoje Nikolic:
An Adaptable and Scalable Generator of Distributed Massive MIMO Baseband Processing Systems. 989-1003 - Maryam Eslami Rasekh, Navid Hosseinzadeh, Upamanyu Madhow, Mark J. W. Rodwell:
Low-Resolution Architectures for Power-Efficient Scaling of mmWave Phased Array Receivers. 1005-1014 - Veljko Boljanovic, Danijela Cabric:
Millimeter-Wave Wideband Channel Estimation Using Analog True-Time-Delay Array Under Hardware Impairments. 1015-1030 - Hassan Harb, Ali Chamas Al Ghouwayel, Laura Conde-Canencia, Cédric Marchand, Emmanuel Boutillon:
Ultra-High-Throughput EMS NB-LDPC Decoder with Full-Parallel Node Processing. 1031-1045 - Syed Mohsin Abbas, Marwan Jalaleddine, Warren J. Gross:
Hardware Architecture for Guessing Random Additive Noise Decoding Markov Order (GRAND-MO). 1047-1065 - Zheang Huai, Jingbo Zhou, Xinmiao Zhang:
Efficient Hardware Implementation Architectures for Long Integer Modular Multiplication over General Solinas Prime. 1067-1082 - Yun Wu, Andrew M. Wallace, João F. C. Mota, Andreas Aßmann, Brian Stewart:
Efficient Reconfigurable Mixed Precision ℓ 1 Solver for Compressive Depth Reconstruction. 1083-1099 - Umar Ibrahim Minhas, JunKyu Lee, Lev Mukhanov, Georgios Karakonstantis, Hans Vandierendonck, Roger F. Woods:
Increased Leverage of Transprecision Computing for Machine Vision Applications at the Edge. 1101-1118
Volume 94, Number 11, November 2022
- Qiuhang Tang, Huadong Chen, Binbin Ge, Haoyu Wang:
AIGCN: Attack Intention Detection for Power System Using Graph Convolutional Networks. 1119-1127 - Zenggang Xiong, Fangrong Mo, Xiaochao Zhao, Fang Xu, Xuemin Zhang, Yunyun Wu:
Dynamic Texture Classification Based on 3D ICA-Learned Filters and Fisher Vector Encoding in Big Data Environment. 1129-1143 - Faguo Zhou, Yuansheng Ye, Yanan Song:
Image Segmentation of Rectal Tumor Based on Improved U-Net Model with Deep Learning. 1145-1157 - Jian Ding, Chunyi Lu, Bo Li:
A Data-Driven Based Security Situational Awareness Framework for Power Systems. 1159-1168 - Li Ma, Huihong Yang, Jianxiong Xu, Zexian Yang, Qidi Lao, Dong Yuan:
Code Analysis with Static Application Security Testing for Python Program. 1169-1182 - Hong Guo, Zhichao Fan, Yan Zeng:
Novel Data Mining Analysis Method on Risk Prediction of Type 2 Diabetes. 1183-1198 - Jinyang Liu, Chuantao Yin, Kunyang Wang, Minghui Guan, Xi Wang, Hong Zhou:
Students' Course Results Prediction Based on Data Processing and Machine Learning Methods. 1199-1211 - Faguo Zhou, Chao Wang, Dongxue Sun, Yanan Song:
Joint Big Data Extraction Method for Coal Mine Safety with Characters and Words Fusion. 1213-1225 - Zenggang Xiong, Xiang Li, Xuemin Zhang, San-Yuan Zhu, Fang Xu, Xiaochao Zhao, Yunyun Wu, Mingyang Zeng:
A Service Pricing-based Two-Stage Incentive Algorithm for Socially Aware Networks. 1227-1242 - Fang Liu, Yanxiang He, Jing He, Xing Gao, Feihu Huang:
Optimization of Big Data Parallel Scheduling Based on Dynamic Clustering Scheduling Algorithm. 1243-1251 - Zenggang Xiong, Mingyang Zeng, Xuemin Zhang, Zhu Sanyuan, Fang Xu, Xiaochao Zhao, Yunyun Wu, Xiang Li:
Social Similarity Routing Algorithm based on Socially Aware Networks in the Big Data Environment. 1253-1267 - Yuanze Qin, Yiwei Lou, Yu Huang, Rigao Chen, Weihua Yue:
An Ensemble Deep Learning Approach Combining Phenotypic Data and fMRI for ADHD Diagnosis. 1269-1281 - Boyao Zhang, Chao Yang, Haikuo Zhang, Zongguo Wang, Jingqi Sun, Lihua Wang, Yonghua Zhao, Yangang Wang:
Graph Representation Learning for Similarity Stocks Analysis. 1283-1292 - Lukas Gerlach, Guillermo Payá-Vayá, Holger Blume:
A Survey on Application Specific Processor Architectures for Digital Hearing Aids. 1293-1308 - Hussein Al-Jlailaty, Mohammad M. Mansour:
Efficient Attitude Estimators: A Tutorial and Survey. 1309-1343 - Mario Garrido:
A Survey on Pipelined FFT Hardware Architectures. 1345-1364
Volume 94, Number 12, December 2022
- Agnès Ghorbel, Nader Ben Amor, Mohamed Abid:
GPGPU-Based Parallel Computing of Viola and Jones Eyes Detection Algorithm to Drive an Intelligent Wheelchair. 1365-1379 - Pritiranjan Khatua, Kailash Chandra Ray:
An Efficient DCT-II Based Harmonic Wavelet Transform for Time-Frequency Analysis. 1381-1394 - Lalit Kumar, Rahul Shrestha:
A System-Level Design & FPGA Implementation for Real-Time Interception & Monitoring the Frequency-Agile Communication Signal. 1395-1410 - Ahmed Snoun, Tahani Bouchrika, Ines Teyeb, Olfa Jemai:
A Multimodal Hypovigilance Detection System Based on Fuzzy Logic and Transfer Learning. 1411-1427 - Ritujoy Biswas, Karan Nathwani, Faizal M. F. Hafiz, Akshya Swain:
Optimal Speech Intelligibility Improvement for Varying Car Noise Characteristics. 1429-1446 - Yu Yuan, Kushal Virupakshappa, Erdal Oruklu:
FPGA Implementation of an Ultrasonic Flaw Detection Algorithm Based on Convolutional Neural Networks. 1447-1457 - Shahriar Shahabuddin, Petri Manninen, Markku J. Juntti:
A Fractional Sample Rate Converter with Parallelized Multiphase Output: Algorithm and FPGA Implementation. 1459-1469 - Yigit Oktar, Mehmet Türkan:
Preserving Spatio-Temporal Information in Machine Learning: A Shift-Invariant k-Means Perspective. 1471-1483 - Bharadwaja Yathirajam, Vaitheeswaran Sevoor Meenakshisundaram, Ananda Challaghatta Muniyappa:
Superpixels Using Binary Images for Monocular Visual-Inertial Dense Mapping. 1485-1505 - Hemant Kumar Kathania, Virender Kadyan, Sudarsana Reddy Kadiri, Mikko Kurimo:
Data Augmentation Using Spectral Warping for Low Resource Children ASR. 1507-1513 - Aminul Islam Khan, Min Jun Kim, Prashanta Dutta:
Fine-tuning-based Transfer Learning for Characterization of Adeno-Associated Virus. 1515-1529 - Jingang Cao, Guotian Yang, Xiyun Yang:
TAFFNet: Two-Stage Attention-Based Feature Fusion Network for Surface Defect Detection. 1531-1544 - Karima El Qate, Mohammed El Rhabi, Abdelilah Hakim, Eric Moreau, Nadège Thirion-Moreau:
Hyperspectral Image Completion Via Tensor Factorization with a Bi-regularization Term. 1545-1555 - Maan Singh Rathore, Suraj Prakash Harsha:
Degradation Pattern of High Speed Roller Bearings Using a Data-Driven Deep Learning Approach. 1557-1568 - Jyun-Kai Lai, Wuu Yang:
Hyperchaining for LLVM-Based Binary Translators on the x86-64 Platform. 1569-1589
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