Submissions from 2019
Information Generative Bayesian Adversarial Networks: A Representation Learning Model for Transmission Gear Parameters, Jie Li and Haibo He
A Novel Generative Model With Bounded-GAN for Reliability Classification of Gear Safety, Jie Li, Haibo He, Lusi Li, and Guorong Chen
A Novel Framework for Gear Safety Factor Prediction, Jie Li, Song Liu, Haibo He, and Lusi Li
Adversarial Domain Adaptation via Category Transfer, Lusi Li, Haibo He, Jie Li, and Guang Yang
Imbalanced learning for cooperative spectrum sensing in cognitive radio networks, Lusi Li, He Jiang, and Haibo He
Deep associative neural network for associative memory based on unsupervised representation learning, Jia Liu, Maoguo Gong, and Haibo He
PIPULS: Predicting I/O patterns using LSTM in storage systems, Wenjiang Li, Dongyang Li, Yan Wang, Bin Xu, Weijun Li, Lina Yu, and Qing Yang
Electrode-Electrolyte Interface Modeling and Impedance Characterizing of Tripolar Concentric Ring Electrode, Seyed Hadi Nasrollaholhosseini, Jason Mercier, Godi Fischer, and Walter G. Besio
Registor: A platform for unstructured data processing inside SSD storage, Shuyi Pei, Jing Yang, and Qing Yang
Editorial: IEEE Transactions on Sustainable Computing, Special Issue on Secure Sustainable Green Smart Computing, Meikang Qiu, Sun Yuan Kung, and Qing Yang
Editorial: IEEE Transactions on Sustainable Computing, Special Issue on Smart Data and Deep Learning in Sustainable Computing, Meikang Qiu, Sun Yuan Kung, and Qing Yang
Message from the smartsys 2019 workshop and program co-chairs, Nirmalya Roy, Gurdip Singh, Sajal Das, Kunal Mankodiya, and Carlo Vallati
3D-printed human-centered design of fNIRS optode for the portable neuroimaging, Manob Jyoti Saikia and Kunal Mankodiya
A point-of-care handheld region-of-interest (ROI) 3D functional diffuse optical tomography (fDOT) system, Manob Jyoti Saikia, Kunal Mankodiya, and Rajan Kanhirodan
An exploration of BCI performance variations in people with amyotrophic lateral sclerosis using longitudinal EEG data, Y. Shahriari, T. M. Vaughan, L. M. McCane, B. Z. Allison, J. R. Wolpaw, and D. J. Krusienski
Resilient wide-area damping control using GrHDP to tolerate communication failures, Yu Shen, Wei Yao, Jinyu Wen, Haibo He, and Lin Jiang
Advanced Secondary Voltage Recovery Control for Multiple HESSs in a Droop-Controlled DC Microgrid, Mengxuan Shi, Xia Chen, Jianyu Zhou, Yin Chen, Jinyu Wen, and Haibo He
Stochastic optimization of economic dispatch for microgrid based on approximate dynamic programming, Hang Shuai, Jiakun Fang, Xiaomeng Ai, Yufei Tang, Jinyu Wen, and Haibo He
Optimal Real-Time Operation Strategy for Microgrid: An ADP-Based Stochastic Nonlinear Optimization Approach, Hang Shuai, Jiakun Fang, Xiaomeng Ai, Jinyu Wen, and Haibo He
On-Line Energy Management of Microgrid via Parametric Cost Function Approximation, Hang Shuai, Jiakun Fang, Xiaomeng Ai, Wei Yao, Jinyu Wen, and Haibo He
Real-time subsidy based robust scheduling of the integrated power and gas system, Kangan Shu, Xiaomeng Ai, Jiakun Fang, Wei Yao, Zhe Chen, Haibo He, and Jinyu Wen
Distributed cooperative adaptive state estimation and system identification for multi-agent systems, Paolo Stegagno and Chengzhi Yuan
Rethinking Star Selection in Celestial Navigation, Peter F. Swaszek, Richard J. Hartnett, and Kelly C. Seals
Tighter GDoP bounds and their use in satellite subset selection, Peter F. Swaszek, Richard J. Hartnett, Kelly C. Seals, and Rebecca M.A. Swaszek
Source localization of high-frequency activity in tripolar electroencephalography of patients with epilepsy, Christopher Toole, Iris E. Martinez-Juárez, John N. Gaitanis, Sridhar Sunderam, Lei Ding, John DiCecco, and Walter G. Besio
The Role of Subspace Estimation in Array Signal Processing, Richard J. Vaccaro
Transcranial focal electrical stimulation via concentric ring electrodes in freely moving cats: Antiepileptogenic and postictal effects, Alejandro Valdés-Cruz, Benjamín Villasana-Salazar, Brandon Williams, David Martínez-Vargas, Víctor Manuel Magdaleno-Madrigal, Salvador Almazán-Alvarado, and Walter Besio
Event-triggered differentially private average consensus for multi-agent network, Aijuan Wang, Xiaofeng Liao, and Haibo He
Polarization fading elimination for ultra-weak FBG array-based Φ-OTDR using a composite double probe pulse approach, Feng Wang, Yu Liu, Tao Wei, Yixin Zhang, Wenbin Ji, Ming Zong, and Xuping Zhang
Robust Frequency Control of Power Systems under Time-varying Loads, Zhenhua Wang, Haibo He, and Yan Sun
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
Effect of Vigilance Changes on the Incidence of High Frequency Oscillations in the Epileptic Brain, Amir F. Al-Bakri, Farid Yaghouby, Walter Besio, Lei Ding, Pradeep Modur, and Sridhar Sunderam
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
Effect of Body Positions on EEG signals in Mal de Debarquement Syndrome, Yafen Chen, Julia H. Tang, Guofa Shou, Diamond Gleghorn, Benjamin C. Doudican, Walter Besio, Yoon Hee Cha, Lei Ding, and Han Yuan
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
A Comparison of EEG Alpha Rhythm Detection by Tripolar Concentric Ring Electrodes and Conventional Disk Electro des, Chase Haddix, Amir F. Al-Bakri, Walter Besio, and Sridhar Sunderam
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