Submissions from 2019
Dynamic event-triggered robust secondary frequency control for islanded AC microgrid, Chao Yang, Wei Yao, Jiakun Fang, Xiaomeng Ai, Zhe Chen, Jinyu Wen, and Haibo He
Emotion-semantic-enhanced neural network, Guang Yang, Haibo He, and Qian Chen
Warcip: Write amplification reduction by clustering I/O pages, Jing Yang, Shuyi Pei, and Qing Yang
Interactive Energy Management for Enhancing Power Balances in Multi-Microgrids, Xiaodong Yang, Haibo He, Youbing Zhang, Yu Chen, and Guoqing Weng
Dynamic Power Sharing and Autonomous Voltage Regulation in Islanded DC Microgrids, Xiaodong Yang, Xiangshan Li, Haibo He, Youbing Zhang, and Zhicheng Xu
Deep Reinforcement Learning for Economic Energy Scheduling in Data Center Microgrids, Xiaodong Yang, Yuanda Wang, Haibo He, Changyin Sun, and Youbing Zhang
Real-Time Demand Side Management for a Microgrid Considering Uncertainties, Xiaodong Yang, Youbing Zhang, Haibo He, Shuaijie Ren, and Guoqing Weng
An event-driven ADR approach for residential energy resources in microgrids with uncertainties, Xiaodong Yang, Youbing Zhang, Hangfei Wu, and Haibo He
Adaptive Critic Designs for Event-Triggered Robust Control of Nonlinear Systems with Unknown Dynamics, Xiong Yang and Haibo He
Event-Triggered Optimal Neuro-Controller Design with Reinforcement Learning for Unknown Nonlinear Systems, Xiong Yang, Haibo He, and Derong Liu
Self-adaptive method for performance enhancement of sweep-velocity-locked lasers, Zheyi Yao, Gerald Hefferman, Kan Ren, and Tao Wei
Digitally Integrated Self-Trained Predistortion Curve Finder for Passive Sweep Linearization of Semiconductor Lasers, Zheyi Yao, Thomas Mauldin, Gerald Hefferman, and Tao Wei
Low-cost optical fiber physical unclonable function reader based on a digitally integrated semiconductor LiDAR, Zheyi Yao, Thomas Mauldin, Gerald Hefferman, Zheyu Xu, Ming Liu, and Tao Wei
Ar-MOEA: A Novel Preference-Based Dominance Relation for Evolutionary Multiobjective Optimization, Jun Yi, Junren Bai, Haibo He, Jun Peng, and Dedong Tang
Event-Triggered Globalized Dual Heuristic Programming and Its Application to Networked Control Systems, Jun Yi, Shi Chen, Xiangnan Zhong, Wei Zhou, and Haibo He
Cooperative Deterministic Learning-Based Formation Control for a Group of Nonlinear Uncertain Mechanical Systems, Chengzhi Yuan, Haibo He, and Cong Wang
Cooperative exact state estimation of linear multi-agent systems with heterogeneous bounded disturbances, Chengzhi Yuan, Wei Zeng, and Paolo Stegagno
Design and real-time implementation of data-driven adaptive wide-area damping controller for back-to-back VSC-HVDC, Lingkang Zeng, Wei Yao, Qi Zeng, Dahu Li, Jiakun Fang, Xiaomeng Ai, Jinyu Wen, and Haibo He
Dynamic Energy Management of a Microgrid Using Approximate Dynamic Programming and Deep Recurrent Neural Network Learning, Peng Zeng, Hepeng Li, Haibo He, and Shuhui Li
Synthetic-to-Real Domain Adaptation for Object Instance Segmentation, Hui Zhang, Yonglin Tian, Kunfeng Wang, Haibo He, and Fei Yue Wang
Adaptive NN learning control of discrete-time nonlinear uncertain systems, Jingting Zhang, Chengzhi Yuan, and Paolo Stegagno
Small fault detection from discrete-time closed-loop control using fault dynamics residuals, Jingting Zhang, Chengzhi Yuan, Paolo Stegagno, Wei Zeng, and Cong Wang
Data-Adaptive Robust Optimization Method for the Economic Dispatch of Active Distribution Networks, Yipu Zhang, Xiaomeng Ai, Jinyu Wen, Jiakun Fang, and Haibo He
A Novel UKF-RBF Method Based on Adaptive Noise Factor for Fault Diagnosis in Pumping Unit, Wei Zhou, Xiaoliang Li, Jun Yi, and Haibo He
A Robust Spectral Estimator with Application to a Noise-Corrupted Process, Xin Zhou and Steven Kay
Optimal Pedestrian Evacuation in Building with Consecutive Differential Dynamic Programming, Yuanheng Zhu, Haibo He, Dongbin Zhao, and Zhongsheng Hou
Submissions from 2018
WearUp, Mohammadreza Abtahi, Nicholas P. Constant, Joshua V. Gyllinsky, Brandon Paesang, E. D'Andrea Susan, Umer Akbar, and Kunal Mankodiya
FogGrid: Leveraging Fog Computing for Enhanced Smart Grid Network, Rabindra K. Barik, Satish Kumar Gudey, Gujji Giridhar Reddy, Meenakshi Pant, Harishchandra Dubey, Kunal Mankodiya, and Vinay Kumar
TCloud: Cloud SDI model for tourism information infrastructure management, Rabindra K. Barik, Rakesh Kumar Lenka, Harishchandra Dubey, and Kunal Mankodiya
MistGIS: optimizing geospatial data analysis using mist computing, Rabindra K. Barik, Ankita Tripathi, Harishchandra Dubey, Rakesh K. Lenka, Tanjappa Pratik, Suraj Sharma, Kunal Mankodiya, Vinay Kumar, and Himansu Das
Mist Data: Leveraging Mist Computing for Secure and Scalable Architecture for Smart and Connected Health, Rabondra K. Barik, Amaresh Chandra Dubey, Ankita Tripathi, T. Pratik, Sapna Sasane, Rakesh K. Lenka, Harishchandra Dubey, Kunal Mankodiya, and Vinay Kumar
FogLearn: Leveraging Fog-based Machine Learning for Smart System Big Data Analytics, Robindra K. Barik, Rojalina Priyadarshini, Harishchandra Dubey, Vinay Kumar, and Kunal Mankodiya
SmartEAR: Smartwatch-based Unsupervised Learning for Multi-modal Signal Analysis in Opportunistic Sensing Framework, Debanjan Borthakur, Andrew Peltier, Harishchandra Dubey, Joshua Gyllinsky, and Kunal Mankodiya
Distributed Cooperative Control and Stability Analysis of Multiple DC Electric Springs in a DC Microgrid, Xia Chen, Mengxuan Shi, Haishun Sun, Yan Li, and Haibo He
A high-linear sweep laser source to interrogate sub-terahertz range fiber sensors for dynamic strain sensing applications, Zhen Chen, Gerald Hefferman, Zheyi Yao, and Tao Wei
A distributed optical fiber sensing system for data center thermal monitoring, Zhen Chen, Shuyi Pei, Bo Tang, Gerald Hefferman, Haibo He, Qing Yang, and Tao Wei
WearableDL: Wearable Internet-of-Things and Deep Learning for Big Data Analytics—Concept, Literature, and Future, Aras R. Dargazany, Paolo Stegagno, and Kunal Mankodiya
Harmonic Sum-based Method for Heart Rate Estimation using PPG Signals Affected with Motion Artifacts, Harishchandra Dubey, Ramdas Kumaresan, and Kunal Mankodiya
Using the Lambert-W Function to Create a New Class of Warped Time-Frequency Representations, Amal Feltane, G. Faye Boudreaux-Bartels, and Yacine Boudria
Internet-of-Things and big data for smarter healthcare: From device to architecture, applications and analytics, Farshad Firouzi, Amir M. M. Rahmani, K. Mankodiya, M. Badaroglu, G. V. Merrett, P. Wong, and Bahar Farahani
Growth and Success - Looking Forward to 2018 and beyond, Haibo He
Learning without external reward, Haibo He and Xiangnan Zhong
Dynamic path planning for autonomous driving on various roads with avoidance of static and moving obstacles, Xuemin Hu, Long Chen, Bo Tang, Dongpu Cao, and Haibo He
Wind Turbine Fault Detection Using a Denoising Autoencoder with Temporal Information, Guoqian Jiang, Ping Xie, Haibo He, and Jun Yan
Q-Learning for Non-Cooperative Channel Access Game of Cognitive Radio Networks, He Jiang, Haibo He, Lingjia Liu, and Yang Yi
Neural Network Based Distributed Consensus Control for Heterogeneous Multi-agent Systems, He Jiang, Xiao Kang Liu, Haibo He, Chengzhi Yuan, and Danil Prokhorov
A new random variable normalizing transformation with application to the GLRT, Steven Kay and Yazan Rawashdeh
Cortical Statistical Correlation Tomography of EEG Resting State Networks, Chuang Li, Han Yuan, Guofa Shou, Yoon-Hee Cha, Sridhar Sunderam, Walter Besio, and Lei Ding
HODS: Hardware Object Deserialization Inside SSD Storage, Dongyang Li, Fei Wu, Yang Weng, Qing Yang, and Changsheng Xie
CISC: Coordinating Intelligent SSD and CPU to Speedup Graph Processing, Dongyang Li, Yafei Yang, Weijun Li, and Qing Yang
CGAN-MBL for Reliability Assessment With Imbalanced Transmission Gear Data, Jie Li, Haibo He, and Lusi Li
EDOS: Entropy Difference-based Oversampling Approach for Imbalanced Learning, Lusi Li, Haibo He, Jie Li, and Weijun Li
Prima: Probabilistic ranking with inter-item competition and multi-attribute utility function, Qingming Li, Zhanjiang Chen, H. Vicky Zhao, and Yan Lindsay Sun
SDE: A Novel Clustering Framework Based on Sparsity-Density Entropy, Sheng Li, Lusi Li, Jun Yan, and Haibo He
Interrogation of ultra-weak FBG array using double-pulse and heterodyne detection, Tao Liu, Feng Wang, Xuping Zhang, Quan Yuan, Jihui Niu, Lin Zhang, and Tao Wei
Optimal Power Sharing Control for DC Microgrids via Adaptive Dynamic Programming, Xiao Kang Liu, Haibo He, and Yan Wu Wang
Distributed hybrid secondary control for a DC microgrid via discrete-time interaction, Xiao Kang Liu, Haibo He, Yan Wu Wang, Qianwen Xu, and Fanghong Guo
Identify critical branches with cascading failure chain statistics and hypertext-induced topic search algorithm, Chao Luo, Jun Yang, Yuanzhang Sun, Jun Yan, and Haibo He
Pallidal stimulation in Parkinson disease differentially modulates local and network β activity, Mahsa Malekmohammadi, Yalda Shahriari, Nicholas Auyong, Andrew O'Keeffe, Yvette Bordelon, Xiao Hu, and Nader Pouratian
Dynamic Behavior of Terminal Sliding Mode Control, Chaoxu Mu and Haibo He
Data-driven finite-horizon approximate optimal control for discrete-time nonlinear systems using iterative HDP approach, Chaoxu Mu, Ding Wang, and Haibo He
BULDP: Biomimetic Uncorrelated Locality Discriminant Projection for Feature Extraction in Face Recognition, Xin Ning, Weijun Li, Bo Tang, and Haibo He
A Self-contained Teleoperated Quadrotor: On-Board State-Estimation and Indoor Obstacle Avoidance, Marcin Odelga, Paolo Stegagno, Nicholas Kochanek, and Heinrich H. Bulthoff
Registor: A platform for unstructured data processing inside SSD storage, Shuyi Pei, Jing Yang, and Qing Yang
Smart E-textile gloves for quantified measurements in movement disorders, Lauren Plant, Berly Noriega, Arjun Sonti, Nicholas Constant, and Kunal Mankodiya
WearLight: Towards a Wearable, Configurable Functional NIR Spectroscopy System for Noninvasive Neuroimaging, Manob Jyoti Saikia, Walter G. Besio, and Kunal Mankodiya
A Configurable Wireless Optical Brain Monitor Based on Internet-of-Things Services, Manob Jyoti Saikia, Gozde Cay, Joshua V. Gyllinsky, and Kunal Mankodiya
A Wireless fNIRS Patch with Short-Channel Regression to Improve Detection of Hemodynamic Response of Brain, Manob Jyoti Saikia and Kunal Mankodiya
Electrocardiogram Signal Quality Assessment Based on Structural Image Similarity Metric, Yalda Shahriari, Richard Fidler, Michele M. Pelter, Yong Bai, Andrea Villaroman, and Xiao Hu
Adaptive Supplementary Damping Control of VSC-HVDC for Interarea Oscillation Using GrHDP, Yu Shen, Wei Yao, Jinyu Wen, Haibo He, and Weibiao Chen
Resilient wide-area damping control for interarea oscillation considering communication failure, Yu Shen, Wei Yao, Jinyu Wen, Haibo He, and Cheng Luo
A Geometric Approach to Second-Order Consensus of Heterogeneous Networked Systems, Housheng Su, Yanyan Ye, Xia Chen, and Haibo He
The Use of Bearing Measurements for Detecting GNSS Spoofing, Peter F. Swaszek, Richard J. Hartnett, and Kelly C. Seals
Limits on GNSS Performance at High Latitudes, Peter F. Swaszek, Richard J. Hartnett, Kelly C. Seals, Joseph D. Siciliano, and Rebecca M. A. Swaszek
Kernel-based generative learning in distortion feature space, Bo Tang, Paul M. Baggenstoss, and Haibo He
MILE: A minimally interactive learning framework for visual data analysis, Bo Tang and Haibo He
Inter-connected power system frequency stability with wind penetration by using Fuzzy-GrHDP, Yufei Tang and Haibo He
A Magnetically Responsive Biomaterial System for Flexibly Regulating the Duration Between Pro- and Anti-Inflammatory Cytokine Deliveries, Anita E. Tolouei, Nihan Dügler, Rosa Ghatee, and Stephen Kennedy
Robust spectral classification, Andrew W. Tucker and Steven Kay
Statistical Models of Inertial Sensors and Integral Error Bounds, Richard J. Vaccaro and Ahmed S. Zaki
Induction Motor Dynamic Control, Leo Valenti, James C. Daly, John Stevenson, and Thomas J. Valenti
Intelligent Optimal Control with Critic Learning for a Nonlinear Overhead Crane System, Ding Wang, Haibo He, and Derong Liu
Learning to navigate through complex dynamic environment with modular deep reinforcement learning, Yuanda Wang, Haibo He, and Changyin Sun
Weakly supervised object localization with deep convolutional neural network based on spatial pyramid saliency map, Zhiqiang Wan and Haibo He
Residential Energy Management with Deep Reinforcement Learning, Zhiqiang Wan, Hepeng Li, and Haibo He
A Data-Driven Approach for Real-Time Residential EV Charging Management, Zhiqiang Wan, Hepeng Li, Haibo He, and Danil Prokhorov
Model-Free Real-Time EV Charging Scheduling Based on Deep Reinforcement Learning, Zhiqiang Wan, Hepeng Li, Haibo He, and Danil Prokhorov
Variational autoencoder based synthetic data generation for imbalanced learning, Zhiqiang Wan, Yazhou Zhang, and Haibo He
Neuro-Optimal Tracking Control for Continuous Stirred Tank Reactor With Input Constraints, Zhou Wei, Huachao Liu, Haibo He, Yi Jun, and Taifu Li
Signal Processing and the Internet of Things [From the Guest Editors], Chenren Xu, Yan Lindsay Sun, Konstantinos Kostas N. Plataniotis, and Nic Lane
Message from the General Chairs, Qing Yang and Meikang Qiu
Adaptive critic designs for optimal control of uncertain nonlinear systems with unmatched interconnections, Xiong Yang and Haibo He
Data-driven robust regulation of nonlinear systems with mismatched disturbances, Xiong Yang and Haibo He
Self-learning robust optimal control for continuous-time nonlinear systems with mismatched disturbances, Xiong Yang and Haibo He
An adaptive critic approach to event-triggered robust control of nonlinear systems with unmatched uncertainties, Xiong Yang, Haibo He, and Qinglai Wei
Reinforcement learning for robust adaptive control of partially unknown nonlinear systems subject to unmatched uncertainties, Xiong Yang, Haibo He, Qinglai Wei, and Biao Luo
Adaptive Dynamic Programming for Robust Regulation and Its Application to Power Systems, Xiong Yang, Haibo He, and Xiangnan Zhong
Real-time in-chip phase noise characterization of digitally controlled swept laser source, Zheyi Yao, Zhen Chen, Gerald Hefferman, and Tao Wei
Real-time signal processing for sub-THz range grating-based distributed fiber sensing, Zheyi Yao, Gerald Hefferman, Kan Ren, and Tao Wei
Real-time signal processing for sub-THz range grating-based distributed fiber sensing, Zheyi Yao, Tao Wei, Gerald Hefferman, and Kan Ren