• Title/Summary/Keyword: Energy Feedback

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Performance improvement of single-layer neural network with feedback by analyzing the computational energy function (계산 에너지 함수 분석을 통한 궤환성을 갖는 단층신경회로망의 성능개선)

  • 고경희;강민제
    • Journal of the Korean Institute of Telematics and Electronics C
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    • v.34C no.12
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    • pp.54-60
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    • 1997
  • A new method to neglect the third term of the computational energy expression in the single-layer neural network with feedback is introduced. The system often converges to local minima instead of to global minima, because the computational energy is not matched exactly with the cost function being optimized. One of the factors causing these tow functions different is the third term of computational enegy expression. Regarding this third term energy very small, it is always ignored in designing the system. However, a sthe system growing, this third term energy is also growing and this grown term makes the computational energy function much different from the cost function. In results of differency between two functions, system converges to local minima more than before. In this paper, a new method to neglect te third term energy is introduced, so that the system with tis new method has been imroved.

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Distributed Compressive Sensing Based Channel Feedback Scheme for Massive Antenna Arrays with Spatial Correlation

  • Gao, Huanqin;Song, Rongfang
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.8 no.1
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    • pp.108-122
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    • 2014
  • Massive antenna array is an attractive candidate technique for future broadband wireless communications to acquire high spectrum and energy efficiency. However, such benefits can be realized only when proper channel information is available at the transmitter. Since the amount of the channel information required by the transmitter is large for massive antennas, the feedback is burdensome in practice, especially for frequency division duplex (FDD) systems, and needs normally to be reduced. In this paper a novel channel feedback reduction scheme based on the theory of distributed compressive sensing (DCS) is proposed to apply to massive antenna arrays with spatial correlation, which brings substantially reduced feedback load. Simulation results prove that the novel scheme is better than the channel feedback technique based on traditional compressive sensing (CS) in the aspects of mean square error (MSE), cumulative distributed function (CDF) performance and feedback resources saving.

Design of the multi-input deadbeat state regulator with the minimal input energy

  • Kiyota, Takanori;Kondo, Eiji;Sunaga, Teruo
    • 제어로봇시스템학회:학술대회논문집
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    • 1989.10a
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    • pp.890-895
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    • 1989
  • This paper discusses the regulator problem of minimizing the input energy for the multi-input linear time-invariant discrete-time system with the zero terminal state. The optimal inputs are expressed by the state feedback form and they are made up of three phases. The optimal feedback gains are independent of the initial state.

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A Simple Three-Phase Single-Stage AC/DC Converter with Magnetic Energy Feedback Technique for Power Factor Correction (역률개선 위한 자기에어지 궤환기법의 간단한 삼상 단일전력단 AC/DC 컨버터)

  • 문건우;윤석호;윤종수;이기선;추진부
    • Proceedings of the KIPE Conference
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    • 1998.07a
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    • pp.438-443
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    • 1998
  • A simple single-stage AC/DC forward converter with transformer magnetic energy feedback technique for power factor correction is proposed. The operational principle of the proposed converter is presented. The proposed converter gives the good power factor correction, low line current harmonic distortions, and tight output voltage regulation. The prototype shows high power factor with low line current harmonics.

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Model updating using the feedback exciter (궤환 가진기를 이용한 모델 개선법)

  • 정훈상;박영진
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2001.05a
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    • pp.1150-1155
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    • 2001
  • The updating of the FE model to match it with the experimental results needs the modal information. There are two causes where this methodology is ill-equip to deal with; under-determined and ill-conditioning problem. In this research, the feedback exciter which uses the summation of the white noise and the signals from the measurement sensors multiplied with feedback gains is proposed. The new energy path generated by the feedback exciter changes the modal characteristics of the system and this additional modal information can solve the under-determined problem in the model updating. Through the proper selection of the exciter and sensor locations and the feedback gain, the eigenvalue sensitivity of the updating parameters which cause the ill-conditioning of the sensitivity matrix can be modified. This methodology does not require any additional equipments, makes the acquirement of the additional modal information easy and is robust to the measurement noise.

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Distributed beamforming with one-bit feedback and clustering for multi-node wireless energy transfer

  • Lee, Jonghyeok;Hwang, SeongJun;Hong, Yong-gi;Park, Jaehyun;Byun, Woo-Jin
    • ETRI Journal
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    • v.43 no.2
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    • pp.221-231
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    • 2021
  • To resolve energy depletion issues in massive Internet of Things sensor networks, we developed a set of distributed energy beamforming methods with one-bit feedback and clustering for multi-node wireless energy transfer, where multiple singleantenna distributed energy transmitters (Txs) transfer their energy to multiple nodes wirelessly. Unlike previous works focusing on distributed information beamforming using a single energy receiver (Rx) node, we developed a distributed energy beamforming method for multiple Rx nodes. Additionally, we propose two clustering methods in which each Tx node chooses a suitable Rx node. Furthermore, we propose a fast distributed beamforming method based on Tx sub-clustering. Through computer simulations, we demonstrate that the proposed distributed beamforming method makes it possible to transfer wireless energy to massive numbers of sensors effectively and rapidly with small implementation complexity. We also analyze the energy harvesting outage probability of the proposed beamforming method, which provides insights into the design of wireless energy transfer networks with distributed beamforming.

The Effect of Team Feedback Environment on Thriving at Work and Team Commitment through Feedback-Seeking Behavior (팀 피드백 환경이 피드백 추구행동을 통해 업무성장활력과 팀 몰입에 미치는 영향)

  • Lee, Chang-Hwan;Rhee, Seung-Yoon;Shin, Inyong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.5
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    • pp.3220-3229
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    • 2015
  • This study analyzed the effect of team feedback environment on feedback-seeking behavior, and further explored how feedback-seeking behavior led to the feeling of thriving at work and team commitment. Also, we examined the moderating effect of self-efficacy on the relationship between team feedback environment and feedback-seeking behavior. Using survey data from 201 workers employed in various industries in Korea, we found that team feedback environment was positively related to feedback-seeking behavior, and that the relationship was moderated by self-efficacy. In addition, feedback-seeking behavior was positively associated with the feeling of thriving at work and team commitment. The result suggests the importance of feedback-seeking behavior in improving performance as well as work attitude and energy. The result also emphasizes the critical role that team feedback environment plays, and the need to find ways to nurture the environment that fosters feedback seeking and giving.