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P G Muraleedharan's Projects

har-wisdm-lstm-rnns icon har-wisdm-lstm-rnns

Human Activity Recognition on the Wireless Sensor Data Mining (WISDM) dataset using LSTM Recurrent Neural Networks

leach icon leach

Energy effecient protocols in Wireless Sensor Networks (WSN) Simulation

localization-in-wireless-sensor-networks-evaluation-and-comparison-of-the-optimization-methods icon localization-in-wireless-sensor-networks-evaluation-and-comparison-of-the-optimization-methods

Sensor localization is a main component in any problem related to wireless sensor networks. The knowledge of sensor locations plays a major role in energy optimiza- tion, communication protocol designs and data analysis of wireless sensor networks. In this thesis we aim at gathering many of the algorithms introduced recently in the literature for sensor localization and categorize them in several meaningful cat- egories. We also study a particularly interesting optimization framework for finding the location of the sensors using their mutual distances. We introduce the use of simulated annealing based methods for sensor localization as a minimizer of any defined cost function for this purpose. Our simulation results confirm the usefulness of these approaches in practical setups.

makersguide icon makersguide

Code examples for the book “The Maker’s Guide to the IoT”, which can be found on www.silabs.com/makersguide. Follow David Lynch as he explores how MCUs are used to build the electronic gadgets of tomorrow.

mbed-os icon mbed-os

Arm Mbed OS is a platform operating system designed for the internet of things

meta icon meta

A Modern C++ Data Sciences Toolkit

mlbox icon mlbox

MLBox is a powerful Automated Machine Learning python library.

mlcoursera icon mlcoursera

Coursera Project For Practical Machine Learning Coursework

ml_cheat_sheet icon ml_cheat_sheet

My notes and superstitions about common machine learning algorithms

mobilecloud-14 icon mobilecloud-14

Source code and assignments for the Programming Cloud Services for Android Handheld Systems Course

mobilecloud-15 icon mobilecloud-15

Programming Cloud Services for Android Handheld Systems: Spring

moodle icon moodle

Moodle - the world's open source learning platform

mopso-wsn icon mopso-wsn

Routing in Wireless Sensor Network using Multiobjective Particle Swarm Optimization

myhomeenergyplanner icon myhomeenergyplanner

My Home Energy Planner - Open Source home energy assessment software based on emoncms framework + openbem

mysql-sandbox icon mysql-sandbox

Quick and painless install of one or more MySQL servers in the same host.

nerveclustering icon nerveclustering

Code accompanying Nguyen JP, Linder AN, Plummer GS, Shaevitz JW, Leifer AM (2017) Automatically tracking neurons in a moving and deforming brain. PLoS Comput Biol 13(5): e1005517.

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