Low Power Wireless Area Network (LPWAN) has been used as one on the prominent Internet of Things (IoT) based protocol for various IoT services. It has been used in monitoring and transmitting the data to a remote server without any need of backhaul internet which makes it more preferred form on network in IoT technologies. Long Range Wireless Area Network (LoRa or LoRaWAN) is one such protocol that can be used to establish a system implementation using an IoT based data acquisition system. LoRaWAN can be used even in remote area to monitor data and send it to a remote server without the need of backhaul internet. Due to its inherent capability of sub 1 GHz spectrum usage and not blocking the air traffic spectrum of regular 2.4 GHz it can be thought of replacing the traditional networks which depends of WiFi or Zigbee based systems. Also, since the new paradigm shift in Artificial Intelligence which has strides in deploying ANN in various monitoring and prediction systems, which were mostly depending on traditional approaches. © 2019 Association for Computing Machinery.