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检索条件"任意字段=3rd International Conference on Wireless Algorithms, Systems and Applications"

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Enhanced Color Image Quantization Utilizing Hybrid Glowworm Swarm Optimization and K-Means Clustering: A Case Study with Chandrayaan-3 Images 3

Enhanced Color Image Quantization Utilizing Hybrid Glowworm ...

引用

3rd international conference on Power, Control and Computing Technologies, ICPC2T 2024

作者： Desur, Arjun Govind Jatoth, Ravi Kumar National Institute of Technology Warangal Department of Electronics and Communication Engineering Warangal India

ISBN: (纸本)9798350349207

The necessity for color image quantization arises from limitations in image display, output, storage, and transmission devices. This paper proposes a novel metaheuristic approach using Glowworm Swarm Optimization (GSO) hybridized with K-means clustering to achieve optimal color quantization solutions. We start by analyzing the quantization problem and its formulation, followed by introducing GSO and its application to the problem. To evaluate GSO's effectiveness, we conduct a comparative study with conventional heuristics and the K-means clustering algorithm. Experiments on diverse images, including the Kodak dataset and Chandrayaan-3 mission photos, reveal that a well-implemented GSO with an appropriate initialization strategy serves as a highly effective metaheuristic color quantizer. Results underscore GSO's superiority over other algorithms, highlighting its potential to enhance color quantization in various applications. © 2024 IEEE.

关键词： K-means clustering

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A High Accuracy Signal Conditioning Method and Sensor Calibration System for wireless Sensor in Automotive Tire Pressure Monitoring System

A High Accuracy Signal Conditioning Method and Sensor Calibr...

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3rd international conference on wireless Communications, Networking and Mobile Computing (WiCOM 2007)

作者： Leng, Yi Zhao, Genbao Li, Qingxia Sun, Chunyu Liu, Sheng Huazhong Univ Sci & Technol Dept Elect & Informat Wuhan 430074 Peoples R China Chery Automobile Co Ltd CERI Elect & Elect Dept Wuhan 241009 Peoples R China Shanghai FineMEMS Inc Shanghai 201203 Peoples R China AFRA Wuhan 430019 Peoples R China

ISBN: (纸本)9781424413119

Tire Pressure Monitoring System (TPMS) is used to detect when one or more of the vehicle's tires is 25 percent or more below the manufacturer's recommended inflation pressure. A TPMS system consists of four wireless sensors, a high frequency (HF) antenna and a central receiver. In this paper, a high accuracy sensor incorporated with a sensor signal conditioning chip is presented. A new TPMS wireless signal conditioning method for automotive applications is developed. The signal conditioning method consists of a signal conditioning chip and a calibration algorithm. The calibration algorithm has been established by relating to measured voltage, temperature and pressure ADC reading at three different temperature ranges. Twenty-five relating coefficients are obtained from characterization test before sensor signal conditioning is applied to TPMS wireless sensor calibration. The test results show that the signal conditioning method provides higher accuracy performance for wireless sensor within a battery supply voltage range from 2.1V to 3.6 V and a temperature range from -40 degrees C to 125 degrees C. The signal conditioning method also reduces the cost of wireless sensor. Moreover, a presented sensor calibration system helps to improve production efficiency and lower production costs.

关键词： wireless sensor pressure sensor signal conditioning calibration algorithm sensor calibration system

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Incident angle insensitive dual-band epsilon-shaped metamaterial absorber for K-band and Ka-band applications 3

Incident angle insensitive dual-band epsilon-shaped metamate...

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3rd international conference on Advancement in Electrical and Electronic Engineering, ICAEEE 2024

作者： Zafir, Sams Al Miah, Asad Anowarul Haque, S.M. Hosen, Fahad Rahman, Md. Mostakim Mymensingh Engineering College University of Dhaka Department of EEE Mymensingh2200 Bangladesh Mymensingh Engineering College University of Dhaka Faculty Department of EEE Mymensingh2200 Bangladesh

ISBN: (纸本)9798350388282

This paper presents an epsilon-shaped metamaterial absorber for K-band and Ka-band applications. The operating frequency range is 20.193 GHz and 30.087 GHz, with excellent absorbance of 99.5% and 99.9% for both frequencies. Also, the quality factor is high for both frequencies, 155.33 and 527.84, respectively. The structure size is minimal, 10×10 mm2 and the design is constructed on an FR4 substrate using the simulation software CST Microwave Studio. Furthermore, this proposed absorber is compared with other existing work and this absorber is quite impressive for its good absorption characteristics. Its unique features, such as small size, excellent absorption, and high-quality factor, make it appropriate for using K-band and Ka-band applications, such as radar, satellite and mobile communication systems. © 2024 IEEE.

关键词： Metamaterials

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Vehicle Detection and Classification based on C-DSO Dataset using YOLO v3 with SRBD Method for Intelligent Transportation applications 3

Vehicle Detection and Classification based on C-DSO Dataset ...

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3rd international conference on Advances in Electrical, Computing, Communication and Sustainable Technologies, ICAECT 2023

作者： Anitha, R. Prabakaran, P. Vels University v i S T A S Department of Computer Science Chennai India

ISBN: (纸本)9781665494007

The tremendous evolution of Computer vision and technology, the most challenging application of vehicle category detection is an important role in our Indian Traffic system. The most of the vehicle detection algorithms facing some struggles with vehicle object detection and recognition rate. Using Deep Learning with Conventional Neural networks to undercover the problem of vehicle detection and to understand the right way of vehicle classification, detection, and vehicle recognition. This paper proposes our model of designing a dataset (C-DSO) and combines the method YOLO(You Only Look Once) V3 algorithm with SRBD to introduce the SRBD-C-DSO algorithm, it detects the smart way of integrating the pre-training of the image, labeling of vehicle image, image smoothing, and Annotation. Furthermore, renovating the dataset, adding the various categories of vehicle images, and the experimental results show a better detection rate and reduction of loss of validation in the dataset. © 2023 IEEE.

关键词： Vehicles

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Timed Coloured Petri Nets for Performance Evaluation of DSP applications: The 3GPP LTE Case Study

Timed Coloured Petri Nets for Performance Evaluation of DSP ...

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16th IFIP WG 10 5 IEEE international conference on Very Large Scale Integration (VLSI-SoC 2008)

作者： Frigerio, Laura Marks, Kellie Krikelis, Argy Politecn Milan Dipartimento Elettron & Informaz I-20133 Milan Italy Altera Corp European Technol Ctr High Wycombe Bucks England

ISBN: (纸本)9783642122668

In this paper we propose the use of Timed Coloured Petri Nets for the Performance Evaluation of Hardware/Software systems for DSP applications. Complex systems on chip, composed by hardware and software parts, are often required to meet strict timing constraints, both in terms of throughput and latency. However, the verification of the suitability of a system configuration can usually be performed only after the integration of the hardware and software components, when design modifications and optimizations are particularly expensive. This article proposes a framework to evaluate the performance of HW/SW systems in which Timed Coloured Petri Nets can be exploited in the early phases of the design. The framework is tested by modelling the Physical Uplink Shared Channel (PUSCH) bit-rate receiver portion of 3GPP (3rd Generation Partnership Project) LTE (Long Term Evolution) standard, the next generation of 3G wireless systems.

关键词： System-on-chip

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Histopathological Image Classification of Breast Cancer using EfficientNet 3

Histopathological Image Classification of Breast Cancer usin...

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3rd international conference for Emerging Technology, INCET 2022

作者： Venkatesh Sheela, Rachel K Nagaraju, Y Sahu, Divya Anwesh Bangalore University University Visvesvaraya College of Engineering Department of Computer Science and Engineering Bangalore560 001 India National Institute of Technology Departmnet of Computer Applications Tiruchirappalli620015 India

ISBN: (纸本)9781665494991

Deep learning algorithms help achieve promising results in diagnosis of cancer patient. However, obtaining patient confidential data and medical images of cancer patient from medical hospitals and diagnosis centre is challenging thus preventing the deep learning usage in analysis of medical data of patient. Among woman, Breast cancer is prevailing cancer and it has become common health problem. The classification of Breast cancer focuses on identifying breast tumours sub-classes. Deep learning is among the current trends in computer science research and it enhances neural networks. The layers in neural networks are more, deep which allows higher abstraction levels and help to get accurate analysis of data. Google's recently proposed architecture-EfficientNet, has less parameters which results in faster convergence for classification using ImageNet which showed that EfficientNet outperformed prevailing architectures such as DenseNet and ResNet. This research work include comparing the performance of EfficientNetV2-B0 architecture with DenseNet and ResNet architectures and few others for multiple class tumour classification on BreakHis dataset, which contains around 8000 histopathology images of breast that vary in magnification. This research work offers a methods that is based on transfer learning that improves existing architecture in multi-class classification by relying on pretrained DCNN trained on ImageNet dataset. Pretrained weights of EfficientNetV2-B0 are transferred as initial weights and the model is fine tuned in order to identify different benign and malignant tissue samples in tumor cells and classify them into multiclass. The model proposed has been tested with optimised hyperparameters irrespective of magnification of the images and was able to achieve accuracy upto 98%. The results surpass earlier studies in terms of accuracy across the performance metrics defined for CAD systems of breast cancer based on histological images. © 2022 IEEE.

关键词： Image classification

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Power consumption versus traffic and deployment in CDMA based wireless networks

Power consumption versus traffic and deployment in CDMA base...

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3rd international conference on Intelligent systems Modelling and Simulation, ISMS 2012

作者： Abuhaija, Belal Al-Begain, Khalid Research Center Tabuk Saudi Arabia Cardiff United Kingdom

ISBN: (纸本)9780769546681

The deployment of new networks based on 3G and beyond as well as Long Term Evolution (LTE) technologies is accelerating worldwide to satisfy the ever-increasing user appetite for higher data rates. The new deployed base stations and power amplifier requirements are exerting pressure on the relative electrical grids as well as increasing the CO2 emissions substantially. It has been reported that more than one half of the network operating cost is in the form of electrical energy. Therefore, reducing cellular networks power consumption is becoming one of the hot topics of today's deployment of heterogeneous radio access networks. It makes sense from economical as well as environmental point of view. Among other factors, power consumption is impacted directly by the service requests and load delivered. In this paper, the required power consumption for each service as defined by the 3GPP standards is analyzed and simulation results will be presented for power consumption of different UMTS services. The results allow establishing the relationship between the power requirements and the traffic volume. Additionally, the relationship between power and cell size is analyzed. © 2012 IEEE.

关键词： Electric power utilization

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4th IFIP WG 6.1 international conference on Distributed applications and Interoperable systems, DAIS 2003 held as a joint event in federation with 6th IFIP WG 6.1 international conference on Formal Methods for Open Object-based Distributed systems, FMOODS 2003

4th IFIP WG 6.1 International Conference on Distributed Appl...

引用

4th IFIP WG 6.1 international conference on Distributed applications and Interoperable systems, DAIS 2003 held as a joint event in federation with 6th IFIP WG 6.1 international conference on Formal Methods for Open Object-based Distributed systems, FMOODS 2003

ISBN: (纸本)3540205292

The proceedings contain 27 papers. The special focus in this conference is on Distributed applications and interoperable systems. The topics include: Towards a framework for self-adaptive component-based applications;a scheme for the introduction of 3rd party, application-specific adaptation features in mobile service provision;towards a composition framework for non-orthogonal non-functional properties;meta-programming middleware for distributed object computing;middleware support for resource-constrained software deployment;rational server selection for mobile agents;facilitating the portability of user applications in grid environments;negotiation as a generic component coordination primitive;a flexible framework for making components transactional;a security architectural approach for risk assessment using multi-agent systems engineering;middleware support for non-repudiable transactional information sharing between enterprises;adaptable access control policies for medical information systems;a flexible mechanism for optimized component attribute caching;a variable cache consistency protocol for mobile systems using time locks;building applications which make progress in an inconsistent world;hand-over video cache policy for mobile users;planning for network-aware paths;integrating the unreliable multicast Inter-ORB protocol in mjaco;a system of relay and translation gateways for communication among heterogeneous agents in ad hoc wireless environments;scalable location management for context-aware systems and a context ontology language to enable contextual interoperability.

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Alternative geometries for increasing power density in vibration energy scavenging for wireless sensor networks

Alternative geometries for increasing power density in vibra...

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3rd international Energy Conversion Engineering conference

作者： Baker, Jessy Roundy, Shad Wright, Paul University of California - Berkeley Berkeley CA 94720 United States LV Sensors Emeryville CA 94608 United States 2111 Etcheverry Hall United States 1480 64 St. Department of Mechanical Engineering 5133 Etcheverry Hall

ISBN: (纸本)1563477343

Vibration energy scavenging with piezoelectric material can currently generate up to 300 microwatts per cubic centimeter, making it a viable method of powering low-power electronics. Given the growing interest in small-scale devices, particularly wireless sensor networks, concerns over how to indefinitely power them have become extremely relevant. Current limiting factors in the field of piezoelectric vibration energy scavenging include: coupling coefficients, strain distribution, and frequency matching. This paper addresses each of these three factors with a novel design and a corresponding analysis of its performance. For example, the power output of a cantilevered rectangular piezoelectric beam is limited by its uneven strain distribution under load. A prototype scavenger using a harmonically matched trapezoidal geometry solves this problem by evening the strain distribution throughout the beam, increasing by 30% the output power per unit volume. Another design is created which softens the frequency response of the generator, relaxing the constraint of frequency matching. The paper concludes that each of the three challenges to vibration energy scavenging can be met through creativity in mechanism design, making higher power densities possible and broader applications more feasible.

关键词： Sensors

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Design-driven development of dependable applications: A case study in avionics

Design-driven development of dependable applications: A case...

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3rd international conference on Pervasive Embedded Computing and Communication systems, PECCS 2013

作者： Enard, Quentin Gatti, Stéphanie Bruneau, Julien Moon, Young-Joo Balland, Emilie Consel, Charles Thales Airborne Systems Pessac France INRIA University of Bordeaux Bordeaux France

ISBN: (纸本)9789898565433

Making an application dependable demands that its functional and non-functional requirements be stringently fulfilled throughout its development process. In this context, a design-driven development approach has the key advantage of enabling requirements to be traced from their high-level design forms to the resulting executable artifact. However, because such approaches are mostly general purpose, they provide little design guidance, if any. This situation makes unpredictable the coherence and the conformance of an application with respect to its requirements. To address this situation, we propose an approach that leverages a design-driven development process dedicated to a specific paradigm. This approach guides the verification of the coherence and conformance of an application throughout its development. We demonstrate the benefits of our approach by applying it to a realistic case study in the avionics domain.

关键词： Real time systems

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