Search Results - "R Nair, Ajin"

Analysis of energy harvesting in SWIPT using bio-inspired algorithms by R Nair, Ajin, S, Kirthiga

“…In this paper, we consider a power splitting (PS)-based simultaneous wireless information and power transfer (SWIPT) system, which is having I and Q (in-phase…”
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Metaheuristic integrated machine learning classification of colon cancer using STFT LASSO and EHO feature extraction from microarray gene expressions by Nair, Ajin R., Rajaguru, Harikumar, Karthika, M. S., Keerthivasan, C.

“…The microarray gene expression data poses a tremendous challenge due to their curse of dimensionality problem. The sheer volume of features far surpasses…”
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Nature Inspired Approach Toward Elimination of Nonlinearities in SWIPT Enabled Energy Harvesting Networks by Nair, Ajin R., Kirthiga, S.

“…The greatest challenge faced by the Simultaneous Wireless Information and Power Transfer (SWIPT) system during implementation is hardware impairment. This…”
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Performance enhancement of classifiers through Bio inspired feature selection methods for early detection of lung cancer from microarray genes by M S, Karthika, Rajaguru, Harikumar, Nair, Ajin R.

“…Gene expression in the microarray is assimilated with redundant and high-dimensional information. Moreover, the information in the microarray genes mostly…”
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Evaluation and Exploration of Machine Learning and Convolutional Neural Network Classifiers in Detection of Lung Cancer from Microarray Gene—A Paradigm Shift by M S, Karthika, Rajaguru, Harikumar, Nair, Ajin R

“…Microarray gene expression-based detection and classification of medical conditions have been prominent in research studies over the past few decades. However,…”
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Enhancement of Classifier Performance with Adam and RanAdam Hyper-Parameter Tuning for Lung Cancer Detection from Microarray Data-In Pursuit of Precision by M S, Karthika, Rajaguru, Harikumar, Nair, Ajin R

“…Microarray gene expression analysis is a powerful technique used in cancer classification and research to identify and understand gene expression patterns that…”
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Estimation and Compensation of IQ Imbalance in SWIPT System by Nair, Ajin R, Kirthiga, S, Jayakumar, M

“…Although there are many articulations of SWIPT architecture implementations, the hardware impairment aspect involved in the SWIPT architecture system is not…”
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Study of Hardware Imperfections in SWIPT Power Splitting Architecture by Nair, Ajin R, S, Kirthiga, M, Jayakumar

“…SWIPT says to us that we can simultaneously harvest energy from the information signal. The paper is mainly focusing on the modelling of the hardware…”
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Wavelet feature extraction and bio-inspired feature selection for the prognosis of lung cancer − A statistical framework analysis by Karthika, M.S., Rajaguru, Harikumar, Nair, Ajin R.

“…•Wavelet feature extraction reduces the dimensionality of lung cancer microarray data.•Cuckoo Search and Dragonfly feature selection algorithms preserve…”
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Scalogram Based Heart Disease Classification using Hybrid CNN-Naive Bayes Classifier by B., Ajjey S., S., Sobhana, R., Sowmeeya S., Nair, Ajin R., Raju, Manu

“…The proper monitoring of ECG will help to identify patients with cardiac problems. In the last two decades, many lives have been saved due to the automated…”
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Estimation and Compensation of IQ Imbalance in SWIPT System by Nair, Ajin R., Kirthiga, S., Jayakumar, M.

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Estimation and Compensation of Total Harmonic Distortion in SWIPT by Nair, Ajin R, S, Kirthiga

“…Simultaneous Wireless Information and Power Transfer (SWIPT) system is a feasible technology for the next-generation wireless communication system. The crucial…”
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Impact of Total Harmonic Distortion in SWIPT Enabled Wireless Communication Networks by Nair, Ajin R, S, Kirthiga

“…In this article, the impact of high power amplifier non-linearity namely harmonic distortion in simultaneous wireless information and power transfer (SWIPT)…”
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