Search Results for author: Bin Han

Found 14 papers, 3 papers with code

Optimization of Forcemyography Sensor Placement for Arm Movement Recognition

1 code implementation22 Jul 2022 Xiaohao Xu, Zihao Du, Huaxin Zhang, Ruichao Zhang, Zihan Hong, Qin Huang, Bin Han

To study the effectiveness of our optimization algorithm, a dataset for mechanical maintenance tasks using FMG armbands with 16 sensors is collected.

Modeling the System-Level Reliability towards a Convergence of Communication, Computing and Control

no code implementations23 Jun 2022 Bin Han, Hans D. Schotten

Enabled and driven by modern advances in wireless telecommunication and artificial intelligence, the convergence of communication, computing, and control is becoming inevitable in future industrial applications.

Massive Twinning to Enhance Emergent Intelligence

no code implementations20 Apr 2022 Siyu Yuan, Bin Han, Dennis Krummacker, Hans D. Schotten

As a complement to conventional AI solutions, emergent intelligence (EI) exhibits competitiveness in 6G IIoT scenario for its various outstanding features including robustness, protection to privacy, and scalability.

Window Filtering Algorithm for Pulsed Light Coherent Combining of Low Repetition Frequency

no code implementations3 Mar 2022 Jiali Zhang, Jie Cao, Qun Hao, Yang Cheng, Liquan Dong, Bin Han, Xuesheng Liu

The multi-dithering method has been well verified in phase locking of polarization coherent combination experiment.

BVMatch: Lidar-based Place Recognition Using Bird's-eye View Images

1 code implementation1 Sep 2021 Lun Luo, Si-Yuan Cao, Bin Han, Hui-Liang Shen, Junwei Li

Recognizing places using Lidar in large-scale environments is challenging due to the sparse nature of point cloud data.

Pose Estimation

Users' Perception of Search Engine Biases and Satisfaction

no code implementations6 May 2021 Bin Han, Chirag Shah, Daniel Saelid

We found out that users prefer results that are more consistent and relevant to the search queries.

The Road Towards 6G: A Comprehensive Survey

no code implementations2 Feb 2021 Wei Jiang, Bin Han, Mohammad Asif Habibi, Hans Dieter Schotten

As of today, the fifth generation (5G) mobile communication system has been rolled out in many countries and the number of 5G subscribers already reaches a very large scale.

AI-Empowered VNF Migration as a Cost-Loss-Effective Solution for Network Resilience

no code implementations22 Jan 2021 Amina Lejla Ibrahimpasic, Bin Han, Hans D. Schotten

With a wide deployment of Multi-Access Edge Computing (MEC) in the Fifth Generation (5G) mobile networks, virtual network functions (VNF) can be flexibly migrated between difference locations, and therewith significantly enhances the network resilience to counter the degradation in quality of service (QoS) due to network function outages.

Edge-computing

An Abstracted Survey on 6G: Drivers, Requirements, Efforts, and Enablers

no code implementations4 Jan 2021 Bin Han, Wei Jiang, Mohammad Asif Habibi, Hans D. Schotten

As of today, 5G mobile systems have been already widely rolled out, it is the right time for academia and industry to explore the next generation mobile communication system beyond 5G.

Networking and Internet Architecture

In Pursuit of Interpretable, Fair and Accurate Machine Learning for Criminal Recidivism Prediction

1 code implementation8 May 2020 Caroline Wang, Bin Han, Bhrij Patel, Cynthia Rudin

We compared predictive performance and fairness of these models against two methods that are currently used in the justice system to predict pretrial recidivism: the Arnold PSA and COMPAS.

Fairness Interpretable Machine Learning +1

Machine Learning for Network Slicing Resource Management: A Comprehensive Survey

no code implementations22 Jan 2020 Bin Han, Hans D. Schotten

The emerging technology of multi-tenancy network slicing is considered as an essential feature of 5G cellular networks.

Machine Learning Management

AI-Aided Online Adaptive OFDM Receiver: Design and Experimental Results

no code implementations17 Dec 2018 Peiwen Jiang, Tianqi Wang, Bin Han, Xuanxuan Gao, Jing Zhang, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li

From the OTA test, the AI-aided OFDM receivers, especially the SwitchNet receiver, are robust to real environments and promising for future communication systems.

Slice as an Evolutionary Service: Genetic Optimization for Inter-Slice Resource Management in 5G Networks

no code implementations13 Feb 2018 Bin Han, Lianghai Ji, Hans D. Schotten

In the context of Fifth Generation (5G) mobile networks, the concept of "Slice as a Service" (SlaaS) promotes mobile network operators to flexibly share infrastructures with mobile service providers and stakeholders.

Management

Image Inpainting Using Directional Tensor Product Complex Tight Framelets

no code implementations11 Jul 2014 Yi Shen, Bin Han, Elena Braverman

In this paper, we establish the grouping effect property for frame-based convex minimization models using the balanced approach.

Image Denoising Image Inpainting +1

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