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Guilherme Santa Cruz's Projects

arduino-lmic icon arduino-lmic

LoraWAN-in-C library, adapted to run under the Arduino environment

deep-reinforcement-learning icon deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program. Check out my implementations at p1_navigation, p2_continuous-control and p3_collab-complet.

knot-hal-source icon knot-hal-source

KNOT HAL is part of KNOT project. It aims to provide hardware abstraction layer for SPI and nRF24L01 radios. Allowing power constrained embedded devices to join a wireless network and exchange datagrams using nRF24L01 radios. The initial target platforms are Arduino (nodes), and Raspiberry PI GW. nRF24L01 is a highly integrated, ultra low power (ULP) 2Mbps RF transceiver IC for the 2.4GHz ISM band. On a second project phase, other radio access technologies such as Bluetooth Low Energy, and Wi-Fi are planned.

knot-service-source icon knot-service-source

KNoT Service is part of KNoT project. It aims to provide a "proxy" service between KNoT Things and KNoT Cloud, allowing power constrained embedded device to interact with cloud services. The initial target platform are PAN devices, and Raspberry Pi GW. The PAN device used is a highly integrated, ultra low power (ULP) 2Mbps RF transceiver IC for the 2.4GHz ISM band (NRF24L01). On a second project phase, other radio access technologies such as LPWAN devices, Mesh devices, 3G Devices, Bluetooth Low Energy Devices, and Wi-Fi Devices are planned.

lmic_pi icon lmic_pi

Raspberry Pi port LoRaMAC in C / LoRaWAN in C http://www.research.ibm.com/labs/zurich/ics/lrsc/lmic.html

lora_gateway icon lora_gateway

Driver/HAL to build a gateway using a concentrator board based on Semtech SX1301 multi-channel modem and SX1257/SX1255 RF transceivers.

packet_forwarder icon packet_forwarder

A LoRa packet forwarder is a program running on the host of a LoRa gateway that forwards RF packets receive by the concentrator to a server through a IP/UDP link, and emits RF packets that are sent by the server.

pair-trading icon pair-trading

Financial analysis and demonstration of the classic algorithmic trading method, pair trading. This analysis compares the portfolio's growth with the underlying assets value and volatility over time.

plc icon plc

Repository for test codes with Haskell and Java.

var-threshold-and-confidence-interval icon var-threshold-and-confidence-interval

This project studies the effects of the shape parameter estimator uncertainty at different threshold levels on the value-at-risk confidence interval for quantitative risk management (QRM) using the Generalized Pareto Distribution (GPD) from the Extreme Value Theory (EVT) approach.

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