[PDF] Top 20 A low-complexity energy disaggregation method : performance and robustness
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A low-complexity energy disaggregation method : performance and robustness
... household’s energy data down to individual appliances via non-intrusive appliance load mon- itoring (NALM) has generated renewed interest with ongoing large-scale smart meter ...of low complexity and ... See full document
8
Robustness of Controlled Lagrangian Method to the Structured Uncertainties
... Lagrangian method is an energy shaping method designed to control underactuated mechanical ...kinetic energy shaping as well as potential energy shaping to control underactuated ...This ... See full document
12
Bit Error Robustness for Energy-Efficient {DNN} Accelerators
... improved robustness originates from increased redundancy in the weight dis- ...comparable performance to ResNets (He et ...worse robustness against bit errors, see ... See full document
29
Performance Analysis of OFDM Synchronization Using Customized Floating Point for Low Complexity
... prominent method in any wireless standards because of its robustness against linear time variant channel ...high performance applications like multimedia, wireless teleconferencing leads to use ... See full document
9
Performance Effective and Low Complexity Redundant Reader Detection in Wireless RFID Networks
... an energy-conserving protocol to extend lifetime of wireless sensor ...network, energy efficiency could be ...higher complexity of write-to-tag ...elimination method, termed as LEO, which can ... See full document
9
Low-complexity energy disaggregation using appliance load modelling
... and energy saving targets across the world have ignited renewed interest in residential non-intrusive appliance load monitoring (NALM), that is, disag- gregating total household’s energy consumption down to ... See full document
21
Implementation of Low Complexity CELP Coder and Performance Evaluation in terms of Speech Quality
... exploration scheme. Theperceptually weighted LP synthesis filter weights the code-words. As the pitch informationhas been subtracted by adaptive code-book searching from the input sub-frame to create theresidual. Those ... See full document
5
A graph-based signal processing approach for low-rate energy disaggregation
... the performance of the algorithm regardless of the classification method ...and complexity of some of the approaches are discussed in [4], ... See full document
7
Low-complexity geometric shaping
... certain performance which can be a problem because fiber links are limited in transmitting power by fiber nonlinearities [3, ...Another method to improve the transmission rate in optical communication is to ... See full document
10
Transferability of neural networks approaches for low-rate energy disaggregation
... in performance vs complexity trade-off of NILM solutions and the ability to disaggregate appliance loads, which have previously not been seen (or trained) by the NILM solution, ...minimal performance ... See full document
6
Energy feedback enabled by load disaggregation
... of low complexity without compromising on accuracy, that work with active power measurements at low sampling rates (in the order of seconds or minutes) - see (Liao, Elafoudi, Stankovic, & ... See full document
7
Low Complexity Energy-Efficient Collaborative Spectrum Sensing for Cognitive Radio Networks
... proposed method achieves a higher SU throughput compared to the fixed threshold based energy detector, while maintaining great stability in the probability of detection and probability of false ...the ... See full document
80
Transferability of neural networks approaches for low-rate energy disaggregation
... in performance vs complexity trade-off of NILM solutions and the ability to disaggregate appliance loads, which have previously not been seen (or trained) by the NILM solution, ...minimal performance ... See full document
5
Lower bounds on the estimation performance in low complexity quantize and forward cooperative systems
... MSEE performance of a practical estimation algorithm is compared with the ...is low; however, in this case, the decoder performance is not affected by the inaccurate source-relay channel ... See full document
14
Low-complexity high-performance GFSK receiver with carrier frequency offset correction
... We adopt a high-performance GFSK receiver that achieves near optimum performance in AWGN [1] but uses a prohibitively complex bank of Þ lters to match a large set of legitimate wave- forms over several bit ... See full document
5
Design Development and Performance Evaluation of Low Complexity Cryptographic Algorithm for Security in IOT
... three levels components are hardware, middleware and demos [1]. Hardware consists of sensors and actuators, middle ware Provide storage and calculation tools and presentations Different interpretation tools are provided ... See full document
7
A Novel Low Complexity Histogram Algorithm for High Performance Image Processing Applications
... requires low complexity ...novel low complexity algorithms for the histogram generator are ...implementation complexity of the proposed algorithms very small due to reduce number of ... See full document
6
Performance analysis of low complexity dual cell random beamforming transmission with user scheduling
... their performance through statistical ...with low system complexity. During the sum-rate performance analysis, we develop the exact statistics of users’ SINRs based on some new statistic ... See full document
11
Method Points: towards a metric for method complexity
... Examples include entity boxes in an entity relationship model, process boxes in a data flow diagram, and class symbols in an object model.. • Link types.[r] ... See full document
11
CircConv: A Structured Convolution with Low Complexity
... the method in (Si- monyan and Zisserman 2014): First pad each side of the im- age with four pixels and then apply 32 × 32 sized random crops with horizontal ... See full document
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