Error-Control Coding Algorithms and Architectures for Modern Applications
A special issue of Electronics (ISSN 2079-9292). This special issue belongs to the section "Computer Science & Engineering".
Deadline for manuscript submissions: closed (31 January 2022) | Viewed by 12242
Special Issue Editors
Interests: design and implementation of algorithms and hardware architectures for Error Correction Codes (ECC) codes required in modern communication networks, storage systems and quantum processors
Interests: 5G-NR; quantum communication; machine learning; satellite communication
Special Issues, Collections and Topics in MDPI journals
Interests: quantum computing; quantum computer architecture; compilation and mapping of quantum algorithms; quantum error correction; fault tolerant quantum computing
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
The development of algorithms and architectures for error-control coding (ECC) has been a rapidly growing field for several decades now, allowing the design of reliable data storage systems, data centers, and communication networks. Although great improvements have been achieved by the community with capacity-approaching codes and efficient implementations of gigabit decoders, more challenging requirements and constraints come with the release of new standards, the scaling of manufacturing processes, the appearance of new memory technologies, and the quantum-computing revolution. As an example of the applications that will require more advanced ECC solutions in a near future, we find the evolution of wireless networks toward a sixth generation (6G) that will need both higher data rates and lower power consumption devices, ensuring at the same time high-quality links with error-free transmissions. To achieve that, the design of new codes and decoding algorithms will be necessary, which will require the use of frameworks that combine artificial intelligence solutions with more classic coding paradigms. Additionally, innovative storage systems such as phase change memories cannot use the same solutions employed for previous technologies in the last decade due to the increase in demand for better performance and better capacity and because these new paradigms involve some new and particular reliability concerns. Finally, other well-known faulty systems are quantum computers, which are inherently prone to more errors than classical systems. Even though tremendous work has been done proposing correction techniques and codes over the years, due to its complexity, no real-time implementations have been presented for practical lengths. These are just some examples to show that, although the performance demand in terms of error correction is still very real, the present efforts are not only toward designing algorithms that provide the largest coding gain, but rather toward compatibility to specific applications and also with a focus on hardware constraints such as energy consumption, throughput, and silicon area.
This Special Issue on “Error-Control Coding Algorithms and Architectures for Modern Applications” aims to include different implementation solutions and design of algorithms and error-correction codes, provided that such solutions suppose a significant scientific contribution in the field.
Dr. Francisco Garcia-Herrero
Dr. Shahid Mumtaz
Dr. Carmen G. Almudever
Guest Editors
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Keywords
- Error-correction codes
- FPGA/ASIC implementations
- Decoding algorithms
- Code design
- Quantum error correction
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