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检索条件"任意字段=IEEE Region 10 Conference on Analog and Digital Techniques in Electrical Engineering"

共 1253 条记录，以下是11-20 订阅

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Hybrid Beamforming Optimization in Millimeter Wave MIMO Using Deep Deterministic Policy Gradient Based Deep Reinforcement Learning

Hybrid Beamforming Optimization in Millimeter Wave MIMO Usin...

引用

Integrated Circuits and Communication Systems (ICICACS), ieee International conference on

作者： Rame Riadhusin Sudhakar K D. Bhanu Prakash S. Senthil Kumar Rajasubha J Department of Computers Techniques Engineering College of Technical Engineering The Islamic University Najaf Iraq Department of Artificial Intelligence and Data Science Nitte Meenakshi Institute of Technology Bengaluru India Department of Electronics and Communication Engineering CVR College of Engineering Hyderabad India Department of Electrical and Electronics Engineering New Prince Shri Bhavani College of Engineering and Technology Chennai India Department of Computer Science and Engineering Dhanalakshmi Srinivasan College of Engineering Technology Mamallapuram India

ISBN: (数字)9798331508456

ISBN: (纸本)9798331508463

In recent years, the rapid growth of Hybrid Beamforming (HB) technology has developed rapidly to improve high spectrum efficiency and data transmission in wireless communication systems. Massive Multiple Input Multiple Output (MIMO) systems are integrated with HB to encourage wireless network performance by improving signal quality. However, combination of digital and analog beamforming increases hardware complexity and quantization errors in multiple streams. Hence, this research proposes Deep Reinforcement Learning (DRL)-based hybrid beamforming optimization framework to learn relevant Channel State Information (CSI) by learning complex non-linear relationships and beam forming weights dynamically. Initially, Deep Multiple Input Multiple Output (Deep MIMO) dataset which consists of channel measurements and capacity to receive and transmit signal processing is used. After that, preprocessing is performed using Amplitude Scaling (AS) for signal compression and Phase Normalization (PN) to reduce phase noise in multiple frequencies. Finally, Deep Deterministic Policy Gradient (DDPG)-based DRL model is used to perform HB optimization through adaptive learning policy by improving sum rate and spectral efficiency while reducing quantization errors. Proposed method results with the Sum-rate (5.35 bps/HZ), Accuracy (99.26%) and Inference time (0.03 sec) when compared with existing CNN-Bi-directional Long Short-Term Memory (CNNBiLSTM).

关键词： Quantization (signal) Array signal processing Spectral efficiency Transmitting antennas Receiving antennas Deep reinforcement learning MIMO Millimeter wave communication Integrated circuit modeling Optimization

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Machine Learning-Driven Hybrid Adaptive Beamforming for Efficient Interference Mitigation in Dense Wireless Sensor Networks

Machine Learning-Driven Hybrid Adaptive Beamforming for Effi...

引用

2025 International conference on Visual Analytics and Data Visualization, ICVADV 2025

作者： Loganathan, P. Priyeshkumar, A.T. Kodeeswari, K. Reena, K Jose Poonguzhali, I. Balaji, M. Department of Electronics and Communication Engineering Namakkal India Mahendra College of Engineering Department of Electronics and Communication Engineering Salem India Department of Electronics and Communication Engineering Erode India B. S. Abdur Rahman Crescent Institute of Science and Technology Department of Computer Applications Vandalur India Panimalar Engineering College Department of Electronics and Communication Engineering Chennai India Vivekananda College of Technology for Women Department of Electronics and Communication Engineering Tiruchengode India

ISBN: (纸本)9798331521394

The Adaptive Beamforming Algorithm (ABA) represents a promising approach to suppress interference in dense wireless sensor networks (WSNs), enhancing signal fidelity and network throughput. In dense WSNs, the proximity of sensor nodes leads to high interference levels, which degrade energy efficiency and communication reliability. This is exacerbated by static beamforming methods that oversimplify time and frequency utilization. This work proposes a set of adaptive beamforming solutions, including digital, machine learning (ML)-empowered, and hybrid beamforming approaches. The Adaptive Array Signal Processing (AASP) method introduces real-time interference analysis with null steering to suppress unwanted signals and maximize the signal-to-interference-plus-noise ratio (SINR). Hybrid beamforming, combining analog and digital domains, balances computational cost with performance. Additionally, a deep learning-based beam steering module dynamically adjusts beam patterns based on interference forecasts. Extensive simulations demonstrate the proposed methods' superiority over conventional beamforming, achieving significant SINR improvement, enhanced network throughput, and improved energy efficiency. In ultra-dense environments, the results indicate a 10-fold reduction in interference power alongside better scalability. Proactive interference mitigation using ML models further ensures adaptability to varying network conditions. These techniques establish a baseline for deploying adaptive beamformers in dense WSNs, addressing scalability and real-time computational challenges. They also pave the way for implementing advanced 5G/6G-capable sensor systems, enabling resilient communication in high-interference environments. Key-words: signal to interference plus noise ratio(SINR), adaptive beamforming, interference mitigation, hybrid beamforming, null steering, beam steering, computational efficiency. © 2025 ieee.

关键词： Beamforming

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A multiplexer based decoder for flash analog-to-digital converters

A multiplexer based decoder for flash analog-to-digital conv...

引用

ieee region 10 conference on analog and digital techniques in electrical engineering

作者： Säll, E Vesterbacka, M Linkoping Univ Dept EE SE-58183 Linkoping Sweden

ISBN: (纸本)0780385608

A decoder for flash analog-to-digital converters with short critical path, regular structure, and small area is presented. The decoder is based on 2:1 multiplexers connected as a tree. Each level of the tree divides the input thermometer scale in two and calculates one of the bits in the binary output. In comparison with the Wallace tree decoder and the folded decoder the length of-the critical path is approximately reduced to one third and one half, respectively. The amount of hardware is also reduced, which is likely to translate to a power saving, compared with the Wallace tree decoder and the folded decoder.

关键词： analog to digital conversion

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BP neural network approach to module fault diagnosis for large analog circuit

BP neural network approach to module fault diagnosis for lar...

引用

ieee region 10 conference on analog and digital techniques in electrical engineering

作者： He, YG Li, Y Liu, MR Hunan Univ Coll Elect & Informat Engn Changsha 410082 Peoples R China

ISBN: (纸本)0780385608

According to circuit decomposition technology and crossover tearing technology, a fast approach of module level fault diagnosis for large analog circuit based on BP (Back Propagation) neural network is presented The new approach is based on parallel diagnosis, so fault modules can be located quickly and effectively. The availability of the method is examined by simulation.

关键词： Electric fault currents

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Design of low power current-mode flash ADC

Design of low power current-mode flash ADC

引用

ieee region 10 conference on analog and digital techniques in electrical engineering

作者： Bhat, MS Rekha, S Jamadagni, HS Indian Inst Sci Ctr Elect Design & Technol Bangalore 560012 Karnataka India

ISBN: (纸本)0780385608

The design of a high-speed current-mode CMOS flash analog-to-digital converter (ADC) is presented For high-speed operation, current mirroring technique with current comparison architecture is used and its advantages and limitations are explained. The optimization procedure is aimed at minimizing static power consumption, and its impact on circuit performance is investigated. A maximum sampling speed of 80Ms/sec is achieved at 78mW power consumption. The ADC is designed using 0.7-mu m CMOS technolog.

关键词： analogue-digital conversion CMOS integrated circuits optimisation power consumption current-mode CMOS flash analog-to-digital converter current mirroring technique optimization 78 mW

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Spectrum management standard for DSL systems

Spectrum management standard for DSL systems

引用

ieee region 10 conference on analog and digital techniques in electrical engineering

作者： Ikeda, Y Tokyo Inst Technol Tokyo Japan

ISBN: (纸本)0780385608

DSL (digital Subscriber Line) systems are strongly driving Broadband Internet in Asia because they are less costly. The spectrum management of metallic subscriber loop cables is needed so that multiple DSL technologies may be deployed without impaired operation due to crosstalk. Spectrum management standards are described here and Japanese standard is presented in some detail.

关键词： telecommunication network management digital subscriber lines broadband networks Internet crosstalk spectrum management standard DSL system digital subscriber line broadband Internet subscriber loop cable

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Performance evaluation of multiquadric interpolation technique for ECG signal compression

Performance evaluation of multiquadric interpolation techniq...

引用

ieee region 10 conference on analog and digital techniques in electrical engineering

作者： Boonyaves, P Paisalsing, P Totarong, P Jitapunkul, S Chulalongkorn Univ Digital Signal Proc Res Lab Dept Elect Engn Bangkok 10330 Thailand

This paper proposed to use multiquadric interpolation method to compress ECG signal. Performance of this method was evaluated in comparison with Gaussian function method The results show that our method is simpler and... 详细信息

ISBN: (纸本)0780385608

关键词： ECG (EKG) compression multiquadric (MQ) modeling

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Redundant analog number system

Redundant analog number system

引用

ieee region 10 conference on analog and digital techniques in electrical engineering

作者： Srivanasont, S Surarerks, A Chulalongkorn Univ Fac Engn Dept Comp Engn ELITE Bangkok 10330 Thailand

ISBN: (纸本)0780385608

In this paper, we propose a number system using analog representation with redundancy digit, called Redundant analog Number System (RANS). Since noise in the circuit becomes errors in the system, an additional digit called redundancy digit is used to recover such errors. A constant time algorithm is also proposed for recovering the error. It is shown that one redundancy digit is enough to reduce the error if all digit errors have a substantially equal error probability density)unction. Some fundamental arithmetic operations are introduced in this work.

关键词： analog number system continuous valued number system reduce error recovery time

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A slur synthesis method for plucked string using digital waveguide model

A slur synthesis method for plucked string using digital wav...

引用

ieee region 10 conference on analog and digital techniques in electrical engineering

作者： Furuya, K Namba, M Ishida, Y Tokyo Gakugei Univ Dept Technol & Informat Sci Koganei Tokyo Japan

In this paper, we present a method for realizing slur-style sound synthesis based on a digital waveguide model of plucked string. The method introduces scattering junction with a varying reflection coefficient into a ... 详细信息

ISBN: (纸本)0780385608

关键词： acoustic signal processing signal synthesis acoustic waveguides musical instruments digital waveguide model plucked string slur synthesis method slur-style sound synthesis scattering junction vibrating siring smooth pitch transition

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IPMP technology for digital broadcasting contents

IPMP technology for digital broadcasting contents

引用

ieee region 10 conference on analog and digital techniques in electrical engineering

作者： Seok, J Lee, H Hong, J Yoon, U Changwon Natl Univ Chang Won Kyongnam South Korea

ISBN: (纸本)0780385608

As the broadcasting and communications are digitalized and fused into one, future broadcasting can provide us new services that we have never experienced before. However, if there are no proper methods to protect and manage the digital broadcasting content, it is impossible to expect the development of content related industry. In this paper, we propose the broadcasting content protection and management techniques in digital broadcasting environment. First, we establish the business model in broadcasting environment. And, we propose server and client for broadcasting content management and protection. The experimental results show that the proposed system performs the IPMP process well meeting the requirement of broadcasting environment.

关键词： digital communication systems

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