Search Results for author: Guangjin Pan

Found 5 papers, 0 papers with code

Prediction-based Hybrid Slicing Framework for Service Level Agreement Guarantee in Mobility Scenarios: A Deep Learning Approach

no code implementations6 Aug 2022 Heng Zhang, Guangjin Pan, Shugong Xu, Shunqing Zhang, Zhiyuan Jiang

In the proposal, LSTM networks are employed to predict traffic demand and the location of each user in a slicing window level.

Joint Optimization of DNN Inference Delay and Energy under Accuracy Constraints for AR Applications

no code implementations3 Aug 2022 Guangjin Pan, Heng Zhang, Shugong Xu, Shunqing Zhang, Xiaojing Chen

The high computational complexity and high energy consumption of artificial intelligence (AI) algorithms hinder their application in augmented reality (AR) systems.

Edge-computing Scheduling

A Novel GCN based Indoor Localization System with Multiple Access Points

no code implementations21 Apr 2021 Yanzan Sun, Qinggang Xie, Guangjin Pan, Shunqing Zhang, Shugong Xu

With the rapid development of indoor location-based services (LBSs), the demand for accurate localization keeps growing as well.

Indoor Localization

High Accurate Time-of-Arrival Estimation with Fine-Grained Feature Generation for Internet-of-Things Applications

no code implementations18 Aug 2020 Guangjin Pan, Tao Wang, Shunqing Zhang, Shugong Xu

Conventional schemes often require extra reference signals or more complicated algorithms to improve the time-of-arrival (TOA) estimation accuracy.

Deep Learning based OTDOA Positioning for NB-IoT Communication Systems

no code implementations10 Apr 2020 Guangjin Pan, Tao Wang, Xiufeng Jiang, Shunqing Zhang

Positioning is becoming a key component in many Internet of Things (IoT) applications.

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