no code implementations • journal 2022 • Chia-Hung Yeh, Chu-Han Lin, Li-Wei Kang, Member, Chih-Hsiang Huang, Min-Hui Lin, Chuan-Yu Chang, and Chua-Chin Wang, Senior Member, IEEE
Li-Wei Kang is with the Department of Electrical Engineering, National Taiwan Normal University, Taipei 106, Taiwan (e-mail: lwkang@ntnu. edu. tw).
no code implementations • IEEE Transactions on Smart Grid 2022 • Di Cao, Member, Junbo Zhao, Weihao Hu, Senior Member, Qishu Liao, Qi Huang, Zhe Chen, Fellow, IEEE
Abstract—This paper addresses the distribution system state estimation (DSSE) with unknown topology change.
no code implementations • 6 Mar 2022 • Jin Zhao, Member, Fangxing Li, Fellow, Srijib Mukherjee, Senior Member, Christopher Sticht
The proposed deep RL method provides real-time computing to support on-line dynamic MMGF scheme, and the scheme handles a long-term resilience enhancement problem using adaptive on-line MMGF to defend changeable conditions.
3 code implementations • IEEE Transactions on Image Processing 2022 • Zhenglai Li, Chang Tang, Xiao Zheng, Xinwang Liu, Senior Member, Wei zhang, Member, IEEE, and En Zhu
Specifically, multiple affinity matrices constructed from the incomplete multi-view data are treated as a thirdorder low rank tensor with a tensor factorization regularization which preserves the high-order view correlation and sample correlation.
1 code implementation • IEEE Transactions on Evolutionary Computation 2021 • Yinglan Feng, Liang Feng, Senior Member, Sam Kwong, and Kay Chen Tan, Fellow, IEEE
In this way, the number of subpopulations is adaptively adjusted and better performing subpopulations obtain more individuals.
no code implementations • 27 Jul 2021 • Hang Shuai, Xiaomeng Ai, Jiakun Fang, Wei Yao, Senior Member, Jinyu Wen, Member, IEEE
It is challenging to solve this kind of stochastic nonlinear optimization problem.
no code implementations • 13 Jul 2021 • Suranjan Goswami, IEEE Student Member, Satish Kumar Singh, Senior Member, Bidyut B. Chaudhuri, Life Fellow, IEEE
As a part of this work, we also present a new and unique database for obtaining the region of interest in thermal images based on an existing thermal visual paired database, containing the Region of Interest on 5 different classes of data.
no code implementations • IEEE Transactions on Intelligent Transportation Systems 2021 • Liangtian Wan, Yuchen Sun, Lu Sun, Member, Zhaolong Ning, Senior Member, and Joel J. P. C. Rodrigues, Fellow, IEEE
Abstract— In this paper, a novel system architecture including a massive multi-input multi-output (MIMO) or a reconfigurable intelligent surface (RIS) and multiple autonomous vehicles is considered in vehicle location systems.
no code implementations • 29 May 2021 • Karen Montano-Martinez, Sushrut Thakar, Shanshan Ma, Zahra Soltani, Student Member, Vijay Vittal, Life Fellow, Mojdeh Khorsand, Raja Ayyanar, Senior Member, Cynthia Rojas, Member, IEEE
Reliable and accurate distribution system modeling, including the secondary network, is essential in examining distribution system performance with high penetration of distributed energy resources (DERs).
no code implementations • 期刊 2021 • Huiyang Qu, Guanghui Liu, Lei Zhang, Shan Wen, Graduate Student Member, and Muhammad Ali Imran, Senior Member, IEEE
Orthogonal time frequency space (OTFS) is a two-dimensional modulation scheme realized in the delay- Doppler domain, which targets the robust wireless transmissions in high-mobility environments.
no code implementations • journals 2021 • Milad Tatar Mamaghani, Graduate Student Member, and Yi Hong, Senior Member, IEEE
This paper investigates an average secrecy rate (ASR) maximization problem for an unmanned aerial vehicle (UAV) enabled wireless communication system, wherein a UAV is employed to deliver confidential information to a ground destination in the presence of a terrestrial passive eavesdropper.
no code implementations • 2 Nov 2020 • Xingyu Lei, Student Member, Zhifang Yang, Member, Junbo Zhao, Juan Yu, Senior Member, IEEE
Case studies performed on the PJM 5-bus and IEEE 118-bus systems demonstrate that the proposed method is capable of accurately accounting the influence of wind curtailment dispatch in CCO.
Systems and Control Systems and Control
no code implementations • IEEE Transactions on Industrial Informatics 2020 • Ameer Hamza Khan, Student Member, Shuai Li, and Xin Luo, Senior Member, IEEE
In this article, we present a metaheuristic-based control framework, called beetle antennae olfactory recurrent neural network, for simultaneous tracking control and obstacle avoidance of a redundant manipulator.
no code implementations • 16 May 2020 • I. Dey, H. Joshi, Member, N. Marchetti, Senior Member, IEEE
In this letter, we propose space-time spreading (STS) of local sensor decisions before reporting them over a wireless multiple access channel (MAC), in order to achieve flexible balance between diversity and multiplexing gain as well as eliminate any chance of intrinsic interference inherent in MAC scenarios.
no code implementations • IEEE 2020 • Semiha Tedik Basaran, Student Member, Gunes Karabulut Kurt, and Periklis Chatzimisios, Senior Member, IEEE
The proposed MMSE estimator provides a signif- icant mean squared error improvement with reducing en- ergy consumption compared to the conventional estimator.
no code implementations • 27 Feb 2020 • Kuljeet Kaur∗, Sahil Garg∗, Georges Kaddoum∗, Member, Mohsen Guizani†, Fellow, IEEE, and Dushantha Nalin K. Jayakody‡, Senior Member, IEEE.
With the advent of the Internet-of-Things (IoT), vehicular networks and cyber-physical systems, the need for realtime data processing and analysis has emerged as an essential pre-requite for customers’ satisfaction.
1 code implementation • 24 Feb 2020 • Chongwen Huang, Member, IEEE, Ronghong Mo, Chau Yuen, Senior Member
In this paper, we investigate the joint design of transmit beamforming matrix at the base station and the phase shift matrix at the RIS, by leveraging recent advances in deep reinforcement learning (DRL).
no code implementations • 24 Dec 2019 • Yunfei Zheng, Badong Chen, Shiyuan Wang, Senior Member, Weiqun Wang, Member, IEEE
As an effective and efficient discriminative learning method, Broad Learning System (BLS) has received increasing attention due to its outstanding performance in various regression and classification problems.
1 code implementation • 5 May 2019 • Qi. Wang, Senior Member, Zhenghang Yuan, Qian Du, Xuelong. Li, Fellow, IEEE
In order to better handle high dimension problem and explore abundance information, this paper presents a General End-to-end Two-dimensional CNN (GETNET) framework for hyperspectral image change detection (HSI-CD).
no code implementations • 5 May 2019 • Yuan Yuan, Zhitong Xiong, Student Member, Qi. Wang, Senior Member, IEEE
Our contributions are as follows: 1) We propose a multi-resolution feature fusion network architecture which exploits densely connected deconvolution layers with skip connections, and can learn more effective features for the small size object; 2) We frame the traffic sign detection as a spatial sequence classification and regression task, and propose a vertical spatial sequence attention (VSSA) module to gain more context information for better detection performance.
no code implementations • 22 Feb 2019 • Xiaoying Jia,Debiao He, Neeraj Kumar, and Kim-Kwang Raymond Choo, Senior Member, IEEE
Mobile edge computing (MEC) allows one to overcome a number of limitations inherent in cloud computing, although achieving the broad range of security requirements in MEC settings remains challenging.
no code implementations • IEEE INTERNET OF THINGS JOURNAL, VOL. 6, NO. 3 2018 • Jiawen Kang, Rong Y u, Xumin Huang, Maoqiang Wu, Sabita Maharjan, Member, Shengli Xie, and Y an Zhang, Senior Member, IEEE
Due to limited resources with vehicles, vehicular edge computing and networks (VECONs) i. e., the integration of mobile edge computing and vehicular networks, can provide powerful computing and massive storage resources.
1 code implementation • IEEE Transactions on Image Processing 2018 • Trung Minh Bui, Student Member, and Wonha Kim, Senior Member, IEEE
The proposed method constructs color ellipsoids that are statistically fitted to haze pixel clusters in RGB space and then calculates the transmission values through color ellipsoid geometry.
no code implementations • IEEE 2018 • Tao Lei, Xiaohong Jia, Yanning Zhang, Lifeng He, Hongy-ing Meng, Senior Member, and Asoke K. Nandi, Fellow, IEEE
However, the introduction oflocal spatial information often leads to a high computationalcomplexity, arising out of an iterative calculation of the distancebetween pixels within local spatial neighbors and clusteringcenters.
no code implementations • 8 Dec 2017 • Dimitrios S. Alexiadis, Anargyros Chatzitofis, Nikolaos Zioulis, Olga Zoidi, Georgios Louizis, Dimitrios Zarpalas, Petros Daras, Senior Member, IEEE
The latest developments in 3D capturing, processing, and rendering provide means to unlock novel 3D application pathways.
no code implementations • r, IEEE Dept. of Communication Engineering 2013 • Liangliang Xu, Huihui Wu, Jiguang He and Lin Wang, Senior Member
In this paper, a novel unequal error protection (UEP) scheme, which is constructed from protograph double low-density parity-check (PD-LDPC) codes, and tailored for medical images is proposed to minimize the end to end image distortion over additive white Gaussian noise (AWGN) channel.
no code implementations • 29 Jul 2011 • Christopher G. Scully, Student Member, Jinseok Lee, Joseph Meyer, Alexander M. Gorbach, Domhnull Granquist-Fraser, Yitzhak Mendelson, Member, and Ki H. Chon, Senior Member, IEEE
We show that a mobile phone can serve as an accurate monitor for several physiological variables, based on its ability to record and analyze the varying color signals of a fingertip placed in contact with its optical sensor.
Ranked #1 on SpO2 estimation on Video recordings of fingertip under mobile phone fla (using extra training data)
no code implementations • journal 2010 • Himal A. Suraweera, Member, HariK.Garg, and A. Nallanathan, Senior Member, IEEE
Abstract—We analyze the performance of a two hop channel state information (CSI)-assisted amplify-and-forward system, with co-channel interference at the relay.
no code implementations • IEEE Transactions on Pattern Analysis and Machine Intelligence 2001 • Seong-Whan Lee, Senior Member, IEEE, and Dae-Seok Ryu
Based on the proposed periodicity measure, multiscale analysis, and confirmation procedure, we could develop a robust method for geometric document layout analysis independent of character font sizes, text line spacing, and document layout structures.