Wireless Network Research Topics

Wireless Network Research Topics is widely utilized in many applications. It is a network that allows the transfer of data in a long or short distance without any connections among wires. Here we offer several information related to our proposed research:

1. Define Wireless Network

At the beginning of the research we first look over the definition for wireless network, it defines the telecommunication network that allows the transfer of data among devices without the requirement of any physical wired links. In a wireless network the devices are interact by utilizing wireless signals like infrared light, radio waves or micro waves that permits for data transmission through a small or large distances. This kind of network is generally utilized for different applications like data sharing, interaction, internet connectivity and more.

2. What is Wireless Network?

After the definition we notice the in-depth description of wireless network. It is a kind of computer network which utilizes the wireless data connections to connect the devices and allow communication without the requirement of any physical wire connection. In a wireless network the appliances like smart phones, IoT devices, computers and tablets interact with everyone and obtain the network by employing wireless signals namely microwaves or radio waves. This kind of network has interchanges the path people interact and share details, providing mobility, and convenience.

3. Where Wireless Network used?

Next to the in-depth description we converse about where to utilize this network. These networks are utilized in extensive range of industries and applications due to their flexibility, convenience and mobility. Here are several general regions where the wireless networks utilized are Agriculture, Public Wi-Fi Hotspots, Home networks, Educational Institutions, Energy management, Business environments, Healthcare, smart cities, Transportation and Entertainment and Media.

4. Why Wireless Network technology proposed? , previous technology issues

We propose a wireless network technology continuously and that is created to overcome the difficulties and limitations of existing technologies, providing enhanced mobility, flexibility and connectivity. Several cause that why we propose these technologies are Cost-Efficiency, Mobility, Flexibility, Convenience, Scalability and Rapid Deployment. The difficulties with the existing technologies like wired networks, resulted in the requirement for wireless replacements, some of the limitations are Scalability, Mobility Constraints, Accessibility and Cabling Limitations.

5. Algorithms / protocols

For our proposed wireless networks, we utilize several algorithms or methods to be used for this research are “Trust-Aware Multi Objective Metaheuristic Optimization-based Secure Clustering with Route Planning (TAMOMO-SCRP)”, Content Delivery Networks (CDNs), Secure-Trust aware routing protocol (ST2A), Software Defined Networks (SDN) and Chicken Dragonfly (CHicDra) are the methods to be utilized for this research.

6. Comparative study / Analysis

Succeeding the methods or algorithms to be used in this research, we have to compare several studies to examine our research. In this the existing research suggests a plan which permits effectual and strong streaming, caching multimedia contents and distribution; moreover it conducts the elements affecting QoE, and its manner is calculated. From the actual architecture and examination we obtain the statistical data. With the assistance of differing segment size in an adaptive bitrate video streaming, we contrast throughput and response time. By using the impact of CPU and energy consumption through the segment size is calculated as strong efforts on the sustainable improvement of multimedia framework, with this the resource utilization will be examined. The proposed framework is evaluated and privileged as a base element for video streaming on the basis of situation of a mobile IPTV answers for 4G/LTE users.

7. Simulation results / parameters

In this research the wireless network is proposed to overcome some existing technology issues moreover here we compared this with several performance metrics or parameters to obtain a possible findings. The metrics that we compared are Throughput, Packet Delivery Ratio, Delays, Packet loss, Network lifetime and Delivery rate are that performance metrics that we contrast in our research to get a possible outcome.

8. Dataset LINKS / Important URL

Here we provide few important links which are incorporated to obtain the details that we required are to overview the concepts related to wireless networks:

• https://ieeexplore.ieee.org/abstract/document/9925156/
• https://www.hindawi.com/journals/wcmc/2022/8455065/
• https://www.mdpi.com/2079-9292/11/20/3265
• https://www.hindawi.com/journals/wcmc/2022/6939868/
• https://onlinelibrary.wiley.com/doi/abs/10.1002/cpe.7633
• https://ieeexplore.ieee.org/abstract/document/9684430/

9. Wireless Network Applications

The applications to be used for the wireless sensor networks have a wide range of applications along different sectors and industries. Here we provide some important applications are Agriculture, Environmental Monitoring, Remote Monitoring, Healthcare, Mobile Communication, Environment and Transportation.

10. Topology for Wireless Network

Now we see the topology for wireless network technology, it defines the sequence or structure of nodes, communication and devices that connected on a wireless network. It describes in what way the devices are connected and how the data flows through the network. There are some general topologies for the wireless networks are Tree (Hierarchical) Topology, Point-to-Point Topology, Mesh Topology, Star Topology, Hybrid Topology, Bus Topology and Ring Topology.

11. Environment in Wireless Network

Here the environment that we used for this research defines the elements, factors and conditions which describe a space where the network technologies and the wireless communications are utilized. Moreover it contains technical, operational and physical factors which provide functioning and achievement of wireless network. Several main elements of wireless network environments include Access Points (APs), Physical Space, Signal Propagation, Security Measures, Devices and Nodes and Frequency Spectrum.

12. Simulation Tools

The following are the software requirements that are used for the wireless networks for this research. The development tool that required for this research is NS 3.26 or Above Version. Then the programming language that employed to implement this research is C++ and Python. Moreover the operating system that required for executing is Ubuntu 16.06 [LTS] or the above version. These are all the simulation tools that required for completing this research.

13. Results

The Wireless network is used to connect or interact the people without any physical wired connections. Here for this research we compared different methods to implement the work and also we contrast some performance metrics to obtain the exact possible outcomes. This network is now widely used in many different applications and then this can be implemented by using the tool NS 3.26 or above version.

Wireless Network Research Ideas:

The following are the research topics that are utilized by us; to gothrough these topics to get clarifications about wireless networks these topics will clear that.

1. A Review of Vertical Switching Algorithms for Heterogeneous Wireless Networks
2. Implementing Graph Neural Networks Over Wireless Networks via Over-the-Air Computing: A Joint Communication and Computation Framework
3. A Review on Satellite-Terrestrial Integrated Wireless Networks: Challenges and Open Research Issues
4. A Network Scheduling Method for Convergence of Industrial Wireless Network and TSN
5. Spatial Network Calculus and Performance Guarantees in Wireless Networks
6. Challenges and Opportunities for Simultaneous Multifunctional Wireless Networks in the UHF Band
7. Study and Analysis of Wired and Wireless Network-on-Chip Using Noxim
8. Emerging of Machine Learning and Deep Learning Technology: Addressing in Intelligent Wireless Network Optimization
9. Hybrid Resource Sharing Solution in Virtual Wireless Networks
10. Resource Allocation Mechanism for Broadband Industrial Wireless Networks
11. Experimental Study of Transport Layer Protocols for Wireless Networked Control Systems
12. Research on Wireless Network System Based on Computer Mobile Communication Technology
13. A Digital Twin Network Approach for 6G Wireless Network Autonomy
14. A Software-Defined Wireless Network-Based System for Prioritizing Medical Alert Messages
15. Distributed Q-Learning-Based UAV-Assisted Small World Wireless Network for Energy-Efficient and Delay-Critical Data Transmission
16. An Analysis on the Implementation of Deep Learning in Wireless Networks
17. High-density Multi-layer Heterogeneous Wireless Networks Queue Modeling
18. A Comprehensive analysis of Network Coding for Efficient Wireless Network Communication
19. Wireless Network Slice Assignment With Incremental Random Vector Functional Link Network
20. Heterogeneous Graph Transformer for Advanced Persistent Threat Classification in Wireless Networks
21. Hierarchical Deep Reinforcement Learning for Age-of-Information Minimization in IRS-Aided and Wireless-Powered Wireless Networks
22. Internet of Things Using Heterogeneous Wireless Networks
23. Data Security System in Maintaining the Medical Records Using Wireless Network Cryptography Management Integrated with the Artificial Intelligence
24. AI-Enabled Network-Functions Virtualization and Software-Defined Architectures for Customized Statistical QoS Over 6G Massive MIMO Mobile Wireless Networks
25. Integration of Blockchain Technology for Enhanced Wireless Networks
26. Graph Neural Networks for Distributed Power Allocation in Wireless Networks: Aggregation Over-the-Air
27. Multi Path TCP Over Network Coding for Wireless Network
28. Time Slotted Multiple-Hypothesis Interference Tracking in Wireless Networks
29. Cooperative Artificial Neural Networks for Rate-Maximization in Optical Wireless Networks
30. Design of an Efficient Hybrid-Attack Classification and Mitigation Model for Heterogeneous Wireless Networks
31. Massive-MIMO Based RSMA Under Nakagami-m Channel Over 6G mURLLC Wireless Networks
32. Control-Aware Resource Scheduling Method for Wireless Networked Control Systems
33. A High-Throughput Scheduler based on Multipath-State Machine in Wireless Networks
34. Dingo Algorithm-Based Efficient Group Leader Selection in Wireless Network
35. Decision Tree Algorithm for Intelligent Resource Management in Wireless Networks
36. Resource Allocation and User Association Using Reinforcement Learning via Curriculum in a Wireless Network with High User Mobility
37. UL-CNN: An Unsupervised CNN Model for User Association in Wireless Networks
38. Overview of Network Selection and Vertical Handover Approaches and Simulation Tools in Heterogeneous Wireless Networks
39. LD-ABR: An Adaptive Bitrate Algorithm for Video Transmission in Wireless Network
40. A Review of Heterogeneous Wireless Network Selection Algorithms
41. Jamming Attacks on Decentralized Federated Learning in General Multi-Hop Wireless Networks
42. Graph-Based Algorithm Unfolding for Energy-Aware Power Allocation in Wireless Networks
43. Enabling Direct Message Dissemination in Industrial Wireless Networks via Cross-Technology Communication
44. QoE Optimization With User Intent in Software-Defined Heterogeneous Wireless Network
45. Joint Communication and Computation Optimization for Wireless Networked Control with URLLC
46. Exploring Trust Modeling and Management Techniques in the Context of Distributed Wireless Networks: A Literature Review
47. Survey of Network Selection and Vertical Handover Techniques in Heterogeneous Wireless Networks
48. Spectrum Sharing Toward Delay Deterministic Wireless Network: Delay Performance Analysis
49. Artificial Intelligence Integrated with 5G for Future Wireless Networks
50. 802.15.4-2020/Cor 1-2022 – IEEE Standard for Low-Rate Wireless Networks Corrigendum 1: Correction of Errors Preventing Backward Compatibility
51. Noncooperative Topology Inference of Wireless Networks With Monitoring Sensors
52. Towards a Wireless Network Digital Twin Model: A Heterogeneous Graph Neural Network Approach
53. A transfer learning approach based on integrated feature extractor for anti-jamming in wireless networks
54. Asynchronous Personalized Learning for Heterogeneous Wireless Networks
55. A Survey of ML for the Physical Layer in 5G and Future Wireless Networks
56. A Bargaining Game for Personalized, Energy Efficient Split Learning over Wireless Networks
57. MPTCP Evaluation for Heterogeneous Wireless Networks
58. Application of Wireless Network in the Construction of Haihe River Water Conservancy Commission
59. A Novel Approach to Wireless Network Traffic Prediction using CNN-LSTM Attention Model with Prophet Model
60. Transfer Learning-Based Physical Layer Authentication for Wireless Networks Handover
61. Implicit Channel Learning For Machine Learning Applications In 6G Wireless Networks
62. Decentralized Learning over Wireless Networks: The Effect of Broadcast with Random Access
63. Intelligent Beam Blockage Prediction for Seamless Connectivity in Vision-Aided Next-Generation Wireless Networks
64. Fuzzy Inference Systems for Load Balancing of Wireless Networks
65. Adaptive Control of IoT/M2M Devices in Smart Buildings Using Heterogeneous Wireless Networks
66. Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks
67. Machine Learning for Large-Scale Optimization in 6G Wireless Networks
68. Reinforcement Learning based Optimal Dynamic Resource Allocation for RIS-aided MIMO Wireless Network with Hardware Limitations
69. User-Preference-Learning-Based Proactive Edge Caching for D2D-Assisted Wireless Networks
70. Intelligent anti-jamming methods for wireless networks
71. Cutting-edge THz Devices as Essential Parts of IOWN – Innovative Optical and Wireless Network
72. Service-Oriented Wireless Network Architecture and Edge Network Convergence Design
73. Federated Learning of Wireless Network Experience Anomalies Using Consumer Sentiment
74. A Hybrid Classical-Quantum Computing Framework for RIS-assisted Wireless Network
75. Optimal Topology Optimization of Wireless Networks in Distribution System Substation
76. Joint Power Optimization of BS and UE in Wireless Networks
77. Leveraging UAV-RIS Reflects to Improve the Security Performance of Wireless Network Systems
78. Delay-Oriented Scheduling in 5G Downlink Wireless Networks Based on Reinforcement Learning With Partial Observations
79. Energy-efficient Broadcast Trees for Decentralized Data Dissemination in Wireless Networks
80. The Role of Optical Wireless Communication in the Next Generation Wireless Networks
81. AoI-Minimal Power and Trajectory Optimization for UAV-Assisted Wireless Networks
82. Joint Beamforming Optimization Design and Performance Evaluation of RIS-Aided Wireless Networks: A Comprehensive State-of-the-Art Review
83. Linear Packet Network Coding to Enhance Reliability and Resiliency of Next Generation Wireless Networks with Topological Redundancies
84. Optimizing wireless network throughput under the condition of Physical Layer Security using Software-Defined Networking enabled collaboration
85. Feedback Aggregation Based Retransmission Scheme for Multi-Hop Wireless Networks
86. High Data Throughput Wireless Networks Based on a Quantum Dash / Dot Multi-Wavelength Laser and Millimeter-Wave-Over-Fiber Transmission Links
87. Heterogenous Public Safety Wireless Networks with mmWave Small Cells: An IAB-based Approach
88. A Novel Wireless Radio Technology Paradigm for Next Generation Wireless Networks
89. Performance evaluation of MIMO-OFDM system in wireless network
90. A Deep Learning Approach to Topology Configuration in Multi-Hop Wireless Networks with Directional Antennas: nodes2net
91. A Q-learning-based Multipath Scheduler for Data Transmission Optimization in Heterogeneous Wireless Networks
92. Distributed Cooperation Under Uncertainty in Drone-Based Wireless Networks: A Bayesian Coalitional Game
93. Modeling and Analyzing Malware Propagation Over Wireless Networks Based on Hypergraphs
94. Designing Future Wireless Networks (FWN)s With Net Zero (NZ) and Zero Touch (ZT) Perspective
95. A Blockchain System for TDMA-Based Tactical Wireless Networks With Constrained Resources
96. A Q-learning-based Multipath Scheduler for Data Transmission Optimization in Heterogeneous Wireless Networks
97. Distributed Cooperation Under Uncertainty in Drone-Based Wireless Networks: A Bayesian Coalitional Game
98. Modeling and Analyzing Malware Propagation Over Wireless Networks Based on Hypergraphs
99. Designing Future Wireless Networks (FWN)s With Net Zero (NZ) and Zero Touch (ZT) Perspective
100. Optimizing Cabin Wireless Network Signal Coverage with Ray Tracing Method