LoRaWAN Network Research Topics

LoRaWAN is the abbreviation of Long-range Wide-area Network. It is used for data transmission and it is a wireless technology. To know more about its technology, advantages and applications you can go through this research paper.

  1. Define LoRaWAN

It is a protocol for wireless communication moreover the architecture of a network which is designed for communication over a long range with low power consumption between gateway and IoT devices. This technology mainly focuses on the application which needs to transmit large amount of data in a long distance with less power consumption. It works based on the technology “Low-Power Wide-Area Networks” (LPWANs).

  1. What is LoRaWAN?

It is the advanced technology of the “LoRa radio modulation technique”. This is a wireless technology used to connect devices for communication between them and with the gateways through internet. LoRaWAN can communication over long range, with less power and bi-directional, so the application of it is increasing in smart cities and industries.

  1. Where LoRaWAN is used?

This is a wireless technology used for low-power and wide-area communication mainly used in machine-to-machine applications (M2M) and IoT devices. It is used in industries where long range and low power is required. It will be a good choice for IoT applications and can replace an earlier cellular network which is now more impractical and costly.

  1. Why LoRaWAN is proposed? Previous Technology Issues

The LoRaWAN technology was proposed in order to overcome the limitations and issues faced by the previous wireless technologies mainly in the M2M and IoT applications. Some of the key issues which were overcome by LoRaWAN technology are listed below:

  • The older technologies like Bluetooth or Wi-Fi and even the cellular networks have only limited range for coverage specifically in remote or rural areas. The main advantage of LoRaWAN is that it can provide long range of communication even transmission of data over many kilometers is possible.
  • In the previous technology, they use more power foe data transmission which leads to poor battery life, but LoRaWAN consumes less power which makes better life for battery.
  • The cellular network subscriptions and modules are more expensive which is not suitable for IoT applications of low cost. LoRaWAN can be cost effective foe hardware and operational expenses.
  1. Algorithms / Protocols

The algorithms provided for LoRaWAN technology to overcome the previous issues faced by it are: “Gaussian filter mechanism”, “Fuzzy-Logic based Adaptive Data Rate” (FL-ADR), “Time-Division Multiple Access” (TDMA) and “Adaptive Priority-aware Resource Allocation mechanism” (APRA).

  1. Simulation results / Parameters

The approaches which were proposed to overcome the issues faced by LoRaWAN are tested using different methodologies to analyze its performance. The comparison is done by using metrics like Number of devices vs. throughput, Number of devices vs. energy efficiency, Queue length vs. time, Number of devices vs. occupancy, Transmission rate vs. time and Network load vs. packet error rate.

  1. Dataset LINKS / Important URL

Here are some of the links provided for you below to gain more knowledge about LoRaWAN which can be useful for you:

  1. LoRaWAN Applications

LoRaWAN can be applied in various fields where it requires data transmission over long distance with less power consumption. Some of the applications are listed further like: Healthcare, Smart Agriculture, Smart Cities, Industrial IoT, Asset Tracking, Agriculture, Environmental Monitoring and Wildlife Conservation.

  1. Topology

Topology is the architecture of a network in other words the implementation plan for LoRaWAN technology. Some of the common topologies used for this network are Cluster Tree Topology, Star Topology, Hybrid Topology and Single-Hop vs. Multi-Hop, Mesh Topology.

  1. Environment

The environment with is suitable for LoRaWAN technology are Indoor Environments, Water Bodies, Harsh Environments, Urban Areas, Industrial Settings, Agricultural Farms and Fields, Underground or Subterranean Environments and Rural Areas.

  1. Simulation Tools

Here we provide some simulation software for previous works, which is established with the usage of NS tool with version 3.36 or above version.

  1. Results

After reading this paper about LoRaWAN research ideas you are now familiar with the LoRaWAN technology, the uses of it, significance of this technology also how it is better than the traditional one and many more.

LoRaWAN Network Research Ideas

  1. Formal Validation of ADR Protocol in LoRaWAN Network Using Event-b
  2. Prevention of Road Accidents by Interconnecting Vehicles using Wi-Fi and LoRaWAN Technologies
  3. A Model for a Dense LoRaWAN Network in the Agribusiness
  4. IoT Based Smart Helmet for Workers in Mines Using LoRaWAN
  5. Analyzing the performance of 6LoWPAN- CoAP and RPL-CoAP on LoRaWAN in Constrained Environment
  6. Differences of Performance Analysis of Single Channel LoRaWAN Network for Air Pollution Monitoring System Using IoT Platform in Smart City – A Review
  7. Throughput Improvement for LoRaWAN Networks Considering IoT Applications Priority
  8. Soldier Health Detection and Position Tracking System using LoRaWAN Sensor for Low Power and Long-Range Access
  9. Study of LoRaWAN Networks Reliability
  10. MELoNS – A Modular and Extendable Simulator for LoRaWAN Network
  11. ELoRa: End-to-end Emulation of Massive IoT LoRaWAN Infrastructures
  12. Heuristic-Deep Q-Network-Based Network Slicing in LoRaWAN
  13. Frame Design for Differential Packet-Level Index Modulation implemented by LoRaWAN
  14. Modeling and Throughput Optimization of Multi-Gateway LoRaWAN
  15. Energy Efficiency Enhancement for LoRaWAN Networks with Multiple Gateways
  16. Novel Denial-of-Service Attacks against LoRaWAN on MAC Layer
  17. Obtaining Security Characteristics through Simultaneous Reception of LoRaWAN Packets in Redundant Gateways
  18. A Novel LoRaWAN-based Real-time Traffic Analysis Approach for Vehicle Congestion Estimation
  19. An Efficient Adaptive Data Rate Algorithm in LoRaWAN Networks: K-ADR
  20. A Survey on Scalable LoRaWAN for Massive IoT: Recent Advances, Potentials, and Challenges
  21. Integrating UAV and LoRaWAN in WSN for Intelligent Monitoring in Large-scale Rural Farms
  22. Opportunities of LoRaWAN Technology for Smart Cities – A Review
  23. Harnessing IoT for Agriculture: Evaluating the Performance of a LoRaWAN-Based Monitoring System
  24. LoRaWAN Gateway Architecture for Aquaculture Monitoring in Rural Area
  25. Research on MAC Improvement Scheme Based on LoRaWAN
  26. A Comprehensive Study on LPWANs with a Focus on the Potential of LoRa/LoRaWAN Systems
  27. Smart Metering Optimization through LoRaWAN Networks: Addressing Compliance Challenges
  28. Provision and Assessment of Wireless Coverage and Communication Range of a LoRaWAN Network in an Urban Environment
  29. Evaluating LoRaWAN performance in intentional and unintentional DoS attacks by legacy 900MHz network devices
  30. Improving Fault Tolerance of LoRaWAN with Predicting Packet Collision
  31. A Hand Hygiene Tracking System with LoRaWAN Network for the Abolition of Hospital-Acquired Infections
  32. Strategy for Smart Growth in Agriculture based on LoRaWAN Autonomous Tractors and Combines
  33. Investigation on Conventional LoRaWAN Communication System
  34. Robustness and Resilience of LoRaWAN Facing Greedy Behaviors on the MAC Layer
  35. Low-Power, Low-Cost LoRaWAN Gateway Buoy for use with Wireless Underwater Sensor Networks
  36. LoRa Hop: Multihop Support for LoRaWAN Uplink and Downlink Messaging
  37. Intelligent Resource Allocation in LoRaWAN Using Machine Learning Techniques
  38. Network Planning for Smart Water Metering Using LoRaWAN: Study Case for PDAM in Banyumas Regency
  39. LoRaWAN Sensors Integration for Manufacturing Applications via Edge Device Model with OPC UA
  40. Energy-Aware Spreading Factor Selection in LoRaWAN Using Delayed-Feedback Bandits
  41. A Coexistence Study of Low-Power Wide-Area Networks based on LoRaWAN and Sigfox
  42. towards Secure Edge-Based LoRaWAN for Next Generation Wireless Communications
  43. towards Supporting Multiple MAC Protocols on a LoRaWAN End-Device for Industrial Applications
  44. Development of Parking System for Smart Cities using LoRaWAN, Blockchain, and Deep Learning
  45. Enhancing LoRaWAN Class B: A Pseudo-Random Access Mechanism with Orthogonality Awareness
  46. Impact of LoRaWAN Transceiver on End Device Battery Lifetime
  47. LoRaWAN Enabled Wild land Safety Fire Alert System
  48. Mitigating Cyber Attacks in LoRaWAN via Lightweight Secure Key Management Scheme
  49. A Standardized Edge Computing Infrastructure of LoRaWAN Using IEEE 2668
  50. An Investigation of a Replay Attack on LoRaWAN Wearable Devices