A survey of analysis on quantum algorithms for communication

Quantum computing is a promising technology that has the potential to revolutionize many areas of science and technology, including communication. In this review, we discuss the current state of quantum computing in communication and its potential applications in various areas such as network optimi...

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Veröffentlicht in:China communications Jg. 22; H. 6; S. 1 - 23
Hauptverfasser: Yuhong, Huang, Chunfeng, Cui, Chengkang, Pan, Shuai, Hou, Zhiwen, Sun, Xian, Lu, Xinying, Li, Yifei, Yuan
Format: Journal Article
Sprache:Englisch
Veröffentlicht: China Institute of Communications 01.06.2025
Schlagworte:
Computers
Machine learning algorithms
network optimization
Optimization
physical system
Quantum algorithm
Quantum computing
Quantum dots
Quantum entanglement
quantum machine learning
Quantum mechanics
quantum optimization algorithm
Quantum state
Qubit
signal processing
ISSN:1673-5447
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Abstract Quantum computing is a promising technology that has the potential to revolutionize many areas of science and technology, including communication. In this review, we discuss the current state of quantum computing in communication and its potential applications in various areas such as network optimization, signal processing, and machine learning for communication. First, the basic principle of quantum computing, quantum physics systems, and quantum algorithms are analyzed. Then, based on the classification of quantum algorithms, several important basic quantum algorithms, quantum optimization algorithms, and quantum machine learning algorithms are discussed in detail. Finally, the basic ideas and feasibility of introducing quantum algorithms into communications are emphatically analyzed, which provides a reference to address computational bottlenecks in communication networks.
AbstractList Quantum computing is a promising technology that has the potential to revolutionize many areas of science and technology, including communication. In this review, we discuss the current state of quantum computing in communication and its potential applications in various areas such as network optimization, signal processing, and machine learning for communication. First, the basic principle of quantum computing, quantum physics systems, and quantum algorithms are analyzed. Then, based on the classification of quantum algorithms, several important basic quantum algorithms, quantum optimization algorithms, and quantum machine learning algorithms are discussed in detail. Finally, the basic ideas and feasibility of introducing quantum algorithms into communications are emphatically analyzed, which provides a reference to address computational bottlenecks in communication networks.
Author Xinying, Li
Zhiwen, Sun
Yuhong, Huang
Xian, Lu
Chengkang, Pan
Shuai, Hou
Yifei, Yuan
Chunfeng, Cui
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SubjectTerms Computers
Machine learning algorithms
network optimization
Optimization
physical system
Quantum algorithm
Quantum computing
Quantum dots
Quantum entanglement
quantum machine learning
Quantum mechanics
quantum optimization algorithm
Quantum state
Qubit
signal processing
Title A survey of analysis on quantum algorithms for communication
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