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Few-shot Learning via Non-negative Representation
Due to the uncertainty caused by using a small number of labeled samples, few-shot classification is a challenging problem. In the past few years, many methods have been proposed to solve few-shot classification, among which the method based on ...
KL-Mat: Fair Recommender System via Information Geometry
Recommender system has intrinsic problems such as sparsity and fairness. Although it has been widely adopted for the past decades, research on fairness of recommendation algorithms has been largely neglected until recently. One important paradigm for ...
Batch gradient neuro-fuzzy learning method with smoothing L0 regularization for the first-order Takagi-Sugeno system
In this paper, we propose a batch gradient neuro-fuzzy learning algorithm with smoothing regularization (BGNFSL0) for the first-order Takagi-Sugeno system. The regularization method usually tends to produce the sparsest solution, however, its solving is ...
A Dynamic Identification Method of Metamorphic Relation Based on Separation of Input Pattern and Output Pattern
Due to the high cost and extended period of the benchmark development, there are few verification examples for verifying nuclear power independence software. This case is named the test oracle problem. As a result, it is a challenge to adequate ...
SOSP: A SmartNIC-based Offloading Framework for Cloud Storage Pooling
As Moore's Law is gradually reaching its limitation, traditional CPU-centric computing architecture cannot meet the ever growing computational requirements, especially in large distributed data centers. There is a growing consensus in the industry that ...
VTuckeR: Multimodal Tucker Fusion for Scene Graph Generation
Originated from object segmentation and word vector representations, Scene Graph Generation (SGG) became a complex task built on enumerous research results. Today's scene graph generation (SGG) task is still far from practical, we believe that it's due ...
An Evaluation of Meltdown Vulnerability
These days processors are becoming faster and faster. This translates indirectly into a significant improvement in the quality of life. However, there is a price to be paid; this evolution is associated with the emergence of many threats, which seem to ...
Adaptive Bitwise Division-based Searching Algorithm for Batch Verification
With the development of multicore processor, parallel computation is adopted to accelerate computation for higher efficiency. In signature verification process, batch verification has a high efficiency due to its aggregate operation. However, when ...
The design of the simple SMM rootkit
Nowadays, computer threats are becoming more and more sophisticated and dangerous as the time progresses along with the technology. Recently, the antivirus software and protection mechanisms have advanced to a point where attacking the operating ...
Spectrum Allocation and Power Control in OFDM Systems for Cognitive Radio Networks
With the dramatic development of communication technology, wireless network-based applications become more and more popular. Accordingly, how to allocate scarce wireless resource becomes an urgent problem. In order to fully utilize spectrum resource and ...
A Novel Resource Sharing Scheme for Full Duplex D2D Communication Underlaying Cellular Network
In this paper, we propose a novel resource sharing scheme for full duplex device-to-device (D2D) communication underlaying cellular network. In the considered scenario, two D2D users share the downlink spectrum resource with two cellular users. When the ...
Enhanced Channel-Grouping Based Rendezvous Algorithm for Cognitive Radio Ad Hoc Networks
Rendezvous is a fundamental building block in Cognitive Radio Ad Hoc Networks (CRAHNs), in which pairs or groups of users must find a common available channel. In earlier researches, schemes based on common control channel (CCC) are widely used to ...
Landslide monitoring system based on LoRa wireless sensor network
The sampling time is not timely, and the data information is not detailed due to equal interval sampling in landslide disaster monitoring, and it is difficult to meet the real-time perception of abnormal changes of disaster bodies. This paper presents a ...
Implementation of Smart Home Care System Based on Beidou/GPS
Abstract: By using the Beidou / GPS positioning technology, integrating advanced technologies such as intelligent perception, wireless transmission, Internet of things, big data, cloud platform, and taking the Beidou / GPS smart watch with the functions ...
Fairness Metrics for Recommender Systems
Fairness is a hot topic in recommender system research in recent years. Researchers have resorted to regularization and other techniques to reduce fairness problems. However, a lot of research literature adopts classic evaluation metrics for recommender ...
Cooperative Sensing Task Assignment Algorithm for Heterogeneous Devices Based on Internet of Things
Thanks to the rapid popularization of intelligent terminal device and the further development of wireless communication technology, mobile crowd sensing has become an effective means to collect massive data. Task assignment has always been an important ...
Design of A Positioning and Navigation System for Intelligent Inspection Robots in Oil and Gas Stations
In order to solve the problem of difficult inspections in oil and gas stations and prone to product accidents, this project designed an intelligent inspection vehicle for oil and gas stations based on sensor fusion algorithms. This project uses the ...
Analysis of Multi-sensor Fusion Localization Accuracy Based on GDOP
Quantitative analysis of multi-sensor fusion localization accuracy is an important issue in air-defense system. According to basic principle of fusion localization of active and passive sensor, a general GDOP (Geometric Dilution of Precision) ...
Research on Network Architecture Design Based on Artificial Intelligence Application Technology
Abstract: With the continuous development of AI technology, the training of massive data and the emergence of large-scale models have made stand-alone model training increasingly unable to meet the needs of AI applications. Distributed machine learning ...
Research on Optimal and Experimental Process Parameters for an Ultrasonic Wire Bonding System
Abstract: During the ultrasonic wire bonding process, there are many process parameters such as bonding time, bonding power, bonding force and bonding temperature, can affect the bonding quality. Any inappropriate bonding parameter settings can result ...
Design of High Efficiency Broadband Amplifier and Automatic Test System
Based on the GaN technology platform developed by Nanjing Electronic Device Institute, an L-band high efficiency power amplifier is designed. In order to improve the test efficiency and reduce manual intervention, the implementation of automatic test ...
Transmission Characteristics of Laguerre Gaussian Beams in Atmospheric Turbulence and Optical Communication
Wireless laser communication technology with low latency, high capacity, and high confidentiality makes laser in satellite communication, troop mobile communication and traditional network supplemental communication of great practical value, since the ...
Laser Spot Center Location of Track Measuring Device
On the basis of the existing rail laser measuring device, the paper proposes a method of laser spot center calculation that is suit for the in-site survey base on the common algorithms’ comparison. And the morphological cascade filter and Gaussian ...
A Novel Design of Concurrent Dual-Band RF Power Amplifier
This paper proposed a novel design method of concurrent multi-band matching circuit in The concurrent dual-band matching circuit can realize arbitrary impedance matching in arbitrary frequency band. A Concurrent dual-band RF power amplifier operating at ...
Impact of Antenna Polarization Mismatch on High-precision GNSS Application
The polarization mismatch between receiver antenna and satellite antenna causes measurement errors, and the errors should be known and compensated. In this paper, the effect of polarization mismatch on the performance of global navigation satellite ...
456Gbps High-speed Ceramic Package Applied to Optical Communication
A high-speed ceramic package based on High-temperature cofired ceramics (HTCC) process is presented in this paper. The traditional differential vias structure is replaced by face via structure at the signal transmission port. By analyzing its equivalent ...
Index Terms
- Proceedings of the 2022 9th International Conference on Wireless Communication and Sensor Networks