Search Results for author: Amit Kumar Mishra

Found 19 papers, 0 papers with code

Contraction Principle based Robust Iterative Algorithms for Machine Learning

no code implementations5 Oct 2013 Rangeet Mitra, Amit Kumar Mishra

Our contribution in this paper is an improvement upon this iterative algorithms in terms of their respective performance metrics and robustness.

BIG-bench Machine Learning

A Lower Bound for the Variance of Estimators for Nakagami m Distribution

no code implementations3 Feb 2014 Rangeet Mitra, Amit Kumar Mishra, Tarun Choubisa

In this paper, we derive a theoretical expression for the variance of our proposed estimator.

Optimization of OFDM radar waveforms using genetic algorithms

no code implementations25 Apr 2014 Gabriel Lellouch, Amit Kumar Mishra

In this paper, we present our investigations on the use of single objective and multiobjective genetic algorithms based optimisation algorithms to improve the design of OFDM pulses for radar.

Design of OFDM radar pulses using genetic algorithm based techniques

no code implementations19 Jun 2015 Gabriel Lellouch, Amit Kumar Mishra, Michael Inggs

In the scope of the two-objective optimization, we first address PMEPR and peak-to-sidelobe level ratio (PSLR) and show that our approach based on the non-dominated sorting genetic algorithm-II (NSGA-II) provides design solutions with noticeable improvements as opposed to random sets of phase codes.

Evolutionary Algorithms

Application Specific Instrumentation (ASIN): A Bio-inspired Paradigm to Instrumentation using recognition before detection

no code implementations31 Oct 2016 Amit Kumar Mishra

In this paper we present a new scheme for instrumentation, which has been inspired by the way small mammals sense their environment.

A Survey of Brain Inspired Technologies for Engineering

no code implementations31 Oct 2016 Jarryd Son, Amit Kumar Mishra

Cognitive engineering is a multi-disciplinary field and hence it is difficult to find a review article consolidating the leading developments in the field.

Understanding Non-optical Remote-sensed Images: Needs, Challenges and Ways Forward

no code implementations23 Dec 2016 Amit Kumar Mishra

Non-optical remote-sensed images are going to be used more often in man- aging disaster, crime and precision agriculture.

A DIKW Paradigm to Cognitive Engineering

no code implementations23 Feb 2017 Amit Kumar Mishra

Though the word cognitive has a wide range of meanings we define cognitive engineering as learning from brain to bolster engineering solutions.

ICABiDAS: Intuition Centred Architecture for Big Data Analysis and Synthesis

no code implementations2 Jun 2017 Amit Kumar Mishra

Humans are expert in the amount of sensory data they deal with each moment.

WEBCA: Weakly-Electric-Fish Bioinspired Cognitive Architecture

no code implementations29 Jun 2018 Amit Kumar Mishra

Neuroethology has been an active field of study for more than a century now.

Machine Learning Techniques to Detect and Characterise Whistler Radio Waves

no code implementations4 Feb 2020 Othniel J. E. Y. Konan, Amit Kumar Mishra, Stefan Lotz

The approach is to use a combination of image classification and localisation on the spectrogram data generated by the VLF receivers to identify and localise each whistler.

BIG-bench Machine Learning Image Classification +2

Supervised Neural Networks for RFI Flagging

no code implementations29 Jul 2020 Kyle Harrison, Amit Kumar Mishra

Neural network (NN) based methods are applied to the detection of radio frequency interference (RFI) in post-correlation, post-calibration time/frequency data.

Sea Ice Concentration Estimation Techniques Using Machine Learning: An End-To-End Workflow for Estimating Concentration Maps from SAR Images

no code implementations3 May 2022 Stefan Dominicus, Amit Kumar Mishra

An end-to-end workflow for generating learned concentration estimation models from synthetic aperture radar data, trained on existing passive microwave data, is presented here.

Review of Methods for Handling Class-Imbalanced in Classification Problems

no code implementations10 Nov 2022 Satyendra Singh Rawat, Amit Kumar Mishra

The best approach to all possible remedies to this issue is typically to gain from the minority class.

Sensing the Environment with 5G Scattered Signals (5G-CommSense): A Feasibility Analysis

no code implementations10 Jan 2023 Sandip Jana, Amit Kumar Mishra, Mohammed Zafar Ali Khan

By making use of the sensors and AI (SensAI) algorithms for a specialized task, Application Specific INstrumentation (ASIN) framework uses less computational overhead and gives a good performance.

Analysis of Arctic Buoy Dynamics using the Discrete Fourier Transform and Principal Component Analysis

no code implementations20 Jul 2023 James H. Hepworth, Amit Kumar Mishra

Sea-Ice drift affects various global processes including the air-sea-ice energy system, numerical ocean modelling, and maritime activity in the polar regions.

A Propagation-model Empowered Solution for Blind-Calibration of Sensors

no code implementations21 Jul 2023 Amit Kumar Mishra

The feasibility of calibrating sensors without the need for a standard sensor is called blind calibration.

Heart Disease Detection using Vision-Based Transformer Models from ECG Images

no code implementations19 Oct 2023 Zeynep Hilal Kilimci, Mustafa Yalcin, Ayhan Kucukmanisa, Amit Kumar Mishra

To demonstrate the contribution of the proposed framework, the performance of vision transformer models are compared with state-of-the-art studies.

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