Next-Generation Green Wireless Networks and Industrial IoT
A special issue of Symmetry (ISSN 2073-8994). This special issue belongs to the section "Engineering and Materials".
Deadline for manuscript submissions: closed (31 July 2024) | Viewed by 16230
Special Issue Editors
Interests: wireless communications; network information theory; internet of things; green communication; sustainable cellular networks
Special Issues, Collections and Topics in MDPI journals
Interests: cellular mobile networks (6G/5G); deep learning for wireless networking; IoT and M2M communications; smart grid communications; wireless sensor networks; underwater communications
Special Issue Information
Dear Colleagues,
The next generation of wireless networks (i.e., 6G) will connect billions of machines and millions of people and is envisioned to support high-speed communication in the three-dimensional space by integrating space, aerial, terrestrial, and underwater networks. The overall goal is to provide ubiquitous and unlimited connectivity to a massive number of Internet of Things (IoT) and machine-type devices/users with diverse qualities of service requirements, supporting substantial and heterogeneous traffic demands, and reducing the energy consumption with the help of highly energy-efficient communication protocols, transceivers, and computing technologies. To successfully enable IoT applications, wireless systems must simultaneously provide ultra-low latency, high reliability, and high data rates for heterogeneous devices, through downlink and uplink. In addition, end-to-end co-designs of computing, control and communication functionalities are also required by the emerging IoT services. The ever-increasing demand for advanced and ubiquitous applications over the recent years has shifted the paradigm of self-organizing networks to self-sustainable networks (SSNs). To meet these requirements, next-generation networks are expected to address unique challenges to transform wireless systems into self-sustaining and intelligent systems, in order to dynamically provision and orchestrate computing, control, and communication tailored to the IoE services’ requirements. Symmetry is an extraordinary characteristic which has widely been deployed in the research fields of wireless communication. Green industrial Internet of Things (G-IIoT) covers the broad domain of smart grid, smart manufacturing, intelligent transport and smart cities. G-IIoT refers to the combination of IoT technology with big data resulting from intelligent processes in those domains. Among other objectives, this Special Issue focuses on original research that investigates the symmetry/asymmetry characteristics in wireless communications and smart industries.
With the rapid development of machine learning and wireless communication technologies, intelligent applications and services have gained widespread popularity and large-scale implementation in our daily life, including applications in mobile entertainment, automotive, healthcare, education and industrial manufacture. These intelligent applications bring about unparalleled levels of transformation and benefits to human societies and national economies. However, in most intelligent applications (e.g., intelligent transportation, smart finance), a large amount of useful data may be generated on multiple nodes and stored by multiple distributed devices, such as vehicles, smart phones and robots. Machine intelligence and green communications bring artificial intelligence (AI) to smart industries among other domains, to enable better management of network resources, optimize operations and efficiency, and provide a more sustainable environment with user-centric services. Built on the advancing wireless infrastructures, the key question is how to make use of artificial intelligence in green communications and networking to better support smart industries. AI will bring many key research directions for next-generation networks, driven by the massive availability of data which is transitioning from big and centralized data towards distributed, massive, and small data. Furthermore, providing network sustainability, as well as energy-efficient and environment-aware connections to the massive number of devices and users with different levels of processing capabilities is one of the key challenges. Moreover, how to handle the massive unstructured/semi-structured data generated by the resource-constrained devices/sensors through the resource-limited communication infrastructure in an energy-efficient manner is another important issue to be addressed. Although next-generation intelligent applications can dramatically enhance the life experience of humans and revolutionize modern business, there are still many open challenges that are unresolved when applying the fusion of ML and emerging technologies for next-generation intelligent applications.
Given the strong interest in both industry and academia, this Special Issue aims to disseminate the latest theoretical and experimental works in the domain of energy-efficient communication and computing technologies towards enabling massively connected, fully machine-intelligent, and sustainable green wireless networks and industrial IoT. The main topics of interest for this Special Issue include, but are not limited to, the following:
- Energy-efficient machine-to-machine communications
- Energy- and spectral-efficient access technologies for modern wireless networks
- Scalable machine learning for next-generation wireless networks
- AI/ML techniques for green communications and computing in 5G/B5G networks and smart industries
- Scalable network infrastructures for smart cities
- Smart energy management techniques for balancing energy demand–supply in 5G/B5G
- Analytical, optimization and experimental approaches for green communications and computing in 5G/B5G networks
- Energy harvesting and green communications for smart industries
- AI-enabled energy-efficient data acquisition for smart industries
- Green computing systems, networking protocols and ML algorithms for sustainable growth
- Intelligent and green IoT systems for smart industries
- Enabling technologies for IoT–cloud integration in smart industries
- Breakthrough technologies, protocols and network architectures for resource allocation and energy efficiency in massive IoT
- Smart infrastructure including smart transport, smart grids and green communications for smart cities
- 6G/5G/LTE/WiFi-enabled mobile edge computing for scalable IoT
- AI-enabled IoT applications: smart cities, smart grid, smart home, smart E-health, smart mobility, smart living, etc.
- Security and privacy for AI-enabled IIoT management and interworking for next-generation wireless networks
We hope this Special Issue will achieve a precise, concrete and concise conclusion that contributes significantly to opening new horizons for future research directions. Please note that all submitted papers should be in the scope of the Symmetry journal.
Dr. Mohammed H. Alsharif
Prof. Dr. Md. Farhad Hossain
Guest Editors
Manuscript Submission Information
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Keywords
- 5G/6G
- green communications
- energy-efficient wireless communications
- smart cities
- sustainable networks
- smart grid communications
- energy harvesting
- machine learning
- IoT
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